{"as_of":"2026-08-19T03:47:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1985c4bb9e2661f87b6b90d744df81150691202313ae91fd44ef456e929bd1d4","coverage":[{"denominator":56,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":56,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T20:11:14.220292Z","state":"measured"},{"denominator":56,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":56,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2501.09352/citation-record","integrity":"/paper/2501.09352/integrity","json":"/paper/2501.09352/citation-record.json","paper":"/paper/2501.09352"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.229630Z","title":"Deep audio-visual speech recognition,","venue":null,"work_id":"a2e0fe2a-fb1b-44c2-af09-89db1239f7f7","year":2018},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.916238Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:22ec6fb374c7e7028e451763e4b6a908175efc64542373623d53487a346a7020","observation_id":"31169064-9cb6-49af-ba87-92e595c4db1e","resolution":{"observed_at":"2026-08-10T20:11:15.235256Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.211791Z","title":"Audio-visual efficient conformer for robust speech recognition,","venue":null,"work_id":"afe8a8e0-4556-48c0-8145-ec3c78a78016","year":2023},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.922249Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:1070558e5caca14a209699e76b14c7b3854236a11fab38b84429861af6701546","observation_id":"8d0011bc-700c-404d-8431-9d2bc79f6f7c","resolution":{"observed_at":"2026-08-10T20:11:15.217099Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.195466Z","title":"End-to-end audiovisual speech recognition system with multitask learning,","venue":null,"work_id":"70ee02dd-0e1b-42e0-8997-a3dec226059d","year":2020},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.929035Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:b1b2320d2ec05affb84835038ca52e415113cde9a6e95a114765eb17133cefaf","observation_id":"0f6ee58d-8bac-4304-b0d7-67202542e005","resolution":{"observed_at":"2026-08-10T20:11:15.200913Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.174768Z","title":"AKVSR: Audio knowledge empowered visual speech recognition by compressing audio knowledge of a pretrained model,","venue":null,"work_id":"719d26d8-e24c-435c-b183-e7bacc61bcd2","year":2024},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.933947Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:83f9f10d2423122afe8844a8889416ebdc554d8cbd566c78190cbe414c16990b","observation_id":"bf60873c-e79a-4894-89d4-79ce50a8dd67","resolution":{"observed_at":"2026-08-10T20:11:15.181902Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.150468Z","title":"Revisiting classifier: Transferring vision-language models for video recognition,","venue":null,"work_id":"bc1f0a1a-22c3-46ba-bbf0-2cc4ba99f63f","year":2023},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.938723Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:a7ba4a3fd86f5361dbd51a4fce728ba76bfe928c765a51af9333657f41579e90","observation_id":"5acae02a-875f-4cd7-b8a9-5e8bc16c5e1c","resolution":{"observed_at":"2026-08-10T20:11:15.155977Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.131105Z","title":"Image-text embedding learning via visual and textual semantic reasoning,","venue":null,"work_id":"df231416-6cad-4de6-abe0-2677b74d5bdb","year":2023},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.944373Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:885be32add59c8acf78a1eb2df96eed3ba64ba1ddd7aaf6cbada71c798038f70","observation_id":"1093a3dc-7bd9-4cf0-add3-21453c5e2f47","resolution":{"observed_at":"2026-08-10T20:11:15.137553Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.112775Z","title":"Deep audio-visual beam- forming for speaker localization,","venue":null,"work_id":"6177e158-7d97-4566-baef-89d59b9662c1","year":2022},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.950231Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:204a20bba086658eb59add822a14052a4748d59b98571a9bf858fb11d731ec67","observation_id":"5b523978-a382-48f1-9f2d-7bd1807f5a62","resolution":{"observed_at":"2026-08-10T20:11:15.118922Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.094069Z","title":"Audio-visual cross- attention network for robotic speaker tracking,","venue":null,"work_id":"aec76167-46fe-440d-ad63-4fc8c4e89fa9","year":2022},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.954878Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:014f42b76b310c541fae1918393f12f543488880d075e4938a28e3aef8845d45","observation_id":"2766aeb8-3d92-4d15-9625-08e4239fd780","resolution":{"observed_at":"2026-08-10T20:11:15.099799Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.076449Z","title":"Localizing visual sounds the hard way,","venue":null,"work_id":"98c8a7cd-f89f-4d4f-8e64-6b7957fc9b3c","year":2021},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.960178Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:a50c2bdf68f9688d59c0e6061c2e18f589eb4851609272bc262acfaebcceb832","observation_id":"e86b4dc0-4b2d-4cca-a965-6893d75003f6","resolution":{"observed_at":"2026-08-10T20:11:15.082191Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.058571Z","title":"Sound localization by self- supervised time delay estimation","venue":null,"work_id":"cc9a0c9b-a9b7-48c6-b9ba-6ea5e8e58ec5","year":2022},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.965295Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:3702ef6ec6b7b04d1451ba6f73cde28a91aeb7e802bbebe472cb32874bc9f17a","observation_id":"ccf1c290-a409-4a9f-a0b0-f67ef98ac8fe","resolution":{"observed_at":"2026-08-10T20:11:15.063439Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.042220Z","title":"Deep multimodal clustering for unsupervised audiovisual learning,","venue":null,"work_id":"bbe90c1c-9a14-495d-8e18-c48cc335cecf","year":2019},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.970393Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:0706a3b5da951665b9ab2be2ddcb15228567a8b9b16fa0508f9be11d6ec0c27d","observation_id":"23777768-9b5c-440d-aed0-613fe2fcf39c","resolution":{"observed_at":"2026-08-10T20:11:15.047524Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.022835Z","title":"Learning to localize sound source in visual scenes,","venue":null,"work_id":"54786abb-e92d-4a92-8ed2-beab603b8b32","year":2018},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.975571Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:c5c85b27f82b3ab901a0da80f490c766d47fbf1cb97178e7c430b71e61336d01","observation_id":"dc9956fe-8f98-4004-9df9-6d19e76b82a5","resolution":{"observed_at":"2026-08-10T20:11:15.030208Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:15.001539Z","title":"icarl: Incremental classifier and representation learning,","venue":null,"work_id":"73e1127e-959a-44d0-8709-35f08e46ab41","year":2017},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.981305Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:402bc891bf84e34164cd278fb32fc1d4d6281ea35a1d2502d8bc2259de5b0c25","observation_id":"5f1f386b-859e-4809-9b46-4680b21cc8d9","resolution":{"observed_at":"2026-08-10T20:11:15.008947Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.982632Z","title":"Learning without forgetting,","venue":null,"work_id":"c835f0d4-d99f-40a2-9e73-3551dc34dca8","year":2017},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.986461Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:3e30321e2b8b258d19f3cca51848f0e77c43a42784db4c752e95d5501de1b1ab","observation_id":"96ee8516-b932-4aa6-b274-6bdfacda6b82","resolution":{"observed_at":"2026-08-10T20:11:14.988652Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:13.991889Z","title":"Overcoming catastrophic forgetting in neural networks,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.991889Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:b5c6148ee06c59979bb0d09da63ed22d540df805e62a1ccae8abb71527a81088","observation_id":"f2c7d736-71b3-499e-8288-f0e487aab65b","resolution":{"observed_at":"2026-08-10T20:11:13.991889Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1607.00122","last_updated":"2016-07-01T06:50:17Z","snapshot_observed_at":"2026-08-19T02:04:49.178951Z","submitted_at":"2016-07-01T06:50:17Z","title":"Less-forgetting Learning in Deep Neural Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1607.00122","snapshot_observed_at":"2026-08-10T20:11:13.997651Z","title":"Less-forgetting learning in deep neural networks,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:13.997651Z"},"links":{"cited_paper":"/paper/1607.00122","citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:ccef3c6cfc145da9ae75c8e3df135285f19747d6ba09e0bb1ee2d68671c06fc1","observation_id":"6e28b3c8-53e7-4392-ba1b-50373a0df8e9","resolution":{"observed_at":"2026-08-10T20:11:13.997651Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.955856Z","title":"Class-incremental learning via deep model consolidation,","venue":null,"work_id":"9f44210a-7b68-491e-b82b-38182c821a98","year":2020},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.003612Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:52d75d74c1c556e62b347879ce1a5dbd911a535fb5a5e2496c3fae8e40b5a62e","observation_id":"e3274f07-c24a-4faf-8720-6969c795541e","resolution":{"observed_at":"2026-08-10T20:11:14.961249Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.009651Z","title":"Podnet: Pooled outputs distillation for small-tasks incremental learning,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.009651Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:218904a13c1b0dc1edd81cab13eab52273c13d2fbd7c296f325d205bde5640ae","observation_id":"0507e7e7-1ea9-4447-9d80-321fbb4eaea6","resolution":{"observed_at":"2026-08-10T20:11:14.009651Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.930571Z","title":"Adaptive aggregation networks for class- incremental learning,","venue":null,"work_id":"d2aca367-a89d-4fd9-a381-adbf0147d15b","year":2021},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.015331Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:d6ce07e49320b044b20ad748da6fb157604ba7dc63a4232b3c3e187e8284922d","observation_id":"ffa39351-d121-4929-9658-00b36fb61739","resolution":{"observed_at":"2026-08-10T20:11:14.935380Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.915192Z","title":"Rmm: Reinforced memory management for class-incremental learning,","venue":null,"work_id":"33226151-e27c-4963-aac8-e142a492067b","year":2021},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.020889Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:cf0ec0af20f66ff7b2ecf7f8e1f0e127f7f7e139622a78bfe7b1feb9dff58f75","observation_id":"ddf4b254-fb9d-408f-bc87-dd1caad0fb02","resolution":{"observed_at":"2026-08-10T20:11:14.920258Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.899221Z","title":"Mnemonics training: Multi-class incremental learning without forgetting,","venue":null,"work_id":"a712e10a-409c-4d41-873c-f96f53edd9e4","year":2020},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.025818Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:e93705ac1fed23f4347ddd70e244af5bb7bbb2c28b088f4bde8bea61af61a8fc","observation_id":"22c6c551-651f-4c5f-8205-d4969b51125a","resolution":{"observed_at":"2026-08-10T20:11:14.904497Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.882113Z","title":"Acil: Analytic class-incremental learning with absolute memorization and privacy protection,","venue":null,"work_id":"954adcd1-a37c-408b-b49a-725ecf63f61f","year":2022},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.030863Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:7e795a51d6dfcc61d0d8ac6b2b568e87c1b12167fea81075f3f46184587be7c0","observation_id":"66040278-d8c1-4e55-b1a3-d167efa2b8ce","resolution":{"observed_at":"2026-08-10T20:11:14.887891Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.847318Z","title":"Class-incremental grouping network for continual audio-visual learning,","venue":null,"work_id":"23755a30-0e20-4c17-a96a-4a46ff2631d8","year":2023},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.041408Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:5620e2f735267a73a2af69b77a9acc922f9e0631218514c8dbf6c1b7d75f34cb","observation_id":"06a2366b-05b3-41cf-a747-23b685806ba2","resolution":{"observed_at":"2026-08-10T20:11:14.852851Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.830558Z","title":"Audio-visual class-incremental learning,","venue":null,"work_id":"6ceaf05e-a9e8-442e-8429-e85518bbf0bc","year":2023},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.046533Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:59a997cda0664a31909b05ada8563ab4205042d75d7661eddf744df6adf4daf9","observation_id":"01b6158a-3aad-4f2a-858c-ba3225726096","resolution":{"observed_at":"2026-08-10T20:11:14.836305Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.11373","last_updated":"2024-03-17T23:44:20Z","snapshot_observed_at":"2026-08-18T21:50:08.509784Z","submitted_at":"2024-03-17T23:44:20Z","title":"Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.11373","snapshot_observed_at":"2026-08-10T20:11:14.051770Z","title":"Reconstruct before query: Continual missing modality learning with decomposed prompt collaboration,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.051770Z"},"links":{"cited_paper":"/paper/2403.11373","citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:2419b9090dac804ac461592eca56c0d3e008bc9dd7f7e298e9b224e90008730f","observation_id":"33560076-44ea-4b85-97a8-5a5d1e06096c","resolution":{"observed_at":"2026-08-10T20:11:14.051770Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.812272Z","title":"Mmal: Multi-modal analytic learning for exemplar-free audio-visual class incremental tasks,","venue":null,"work_id":"e02051d4-8cb1-4428-b0c8-66fffcf08689","year":2024},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.057088Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:7d85644fa48ed10a1906932c02c9aa1359e560601ff63b4058ad57a9c5290a20","observation_id":"00bd9335-e381-4a01-be42-f2255fc4a045","resolution":{"observed_at":"2026-08-10T20:11:14.818659Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.795060Z","title":"Multimodal prompt learning with missing modalities for sentiment analysis and emotion recognition,","venue":null,"work_id":"b003fa53-8f84-4b90-8d00-0f46783161d2","year":2024},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.062275Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:6d57a0939250c84de1547039c59577fe73bc24c0fc1ac987c39864fe2790ecb3","observation_id":"8728c1db-cd43-4e35-9da2-9bb4933a9677","resolution":{"observed_at":"2026-08-10T20:11:14.800234Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.067660Z","title":"Multimodal machine learning: A survey and taxonomy,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.067660Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:915c2301e0b21bbe80917fe75e4fd2afded11dcbfbd283a5f3c547964f8068fc","observation_id":"5bed27e9-3c70-47c5-b776-32abecd48d41","resolution":{"observed_at":"2026-08-10T20:11:14.067660Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.762273Z","title":"Deep multimodal learning: A survey on recent advances and trends,","venue":null,"work_id":"11c5015c-43b6-4403-a463-a01ed5d56489","year":2017},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.073180Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:8b2202a269c10046d2df518971919655a8ebcf9359f68f8ffcfa55dfe6ccac98","observation_id":"a4ebca30-335a-4116-b21d-b5b7ded76ad1","resolution":{"observed_at":"2026-08-10T20:11:14.768209Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.739865Z","title":"Vilt: Vision-and-language transformer without convolution or region supervision,","venue":null,"work_id":"78a32846-050e-4b4e-b492-e79e9d22ebed","year":2021},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.078104Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:7d45b7ed4437e9b127412d0aa279becc3403cf3f219f311183b398da87c89e9f","observation_id":"8eb536c4-d014-4831-9028-76609b14c719","resolution":{"observed_at":"2026-08-10T20:11:14.745198Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.720863Z","title":"V ATT: Transformers for multimodal self-supervised learning from raw video, audio and text,","venue":null,"work_id":"7f9fef47-3e98-4b38-9c4a-91fc5528a997","year":2021},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.083328Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:bb3a9f442d19469b4184a63c6dd852ce97e214e4729afe3a3370a48f75ac99fe","observation_id":"7cd3e35b-9b5f-4566-8a06-eda1dda994fc","resolution":{"observed_at":"2026-08-10T20:11:14.726600Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.701646Z","title":"Multi-modal Trans- former for Video Retrieval,","venue":null,"work_id":"35dc6ac0-bbd4-46a5-92f5-c417e5627daa","year":2020},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.089076Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:32c2dcdd5c458de9322b0aad9aec3a14ae8e67a7d76018622f5e858d0be042f1","observation_id":"45246d69-1107-4fcb-8e95-606b78a00f42","resolution":{"observed_at":"2026-08-10T20:11:14.708343Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.681713Z","title":"End-to-end referring video object segmentation with multimodal transformers,","venue":null,"work_id":"9a837fc1-bd03-4c23-beef-9f1e8f6d2fea","year":2022},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.095075Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:c7933240c762d407f60bb81aa4ef999496f78990c8dcf7910abfb557eee5b29e","observation_id":"6e13750e-f3e2-4154-abce-448ce3d8efc7","resolution":{"observed_at":"2026-08-10T20:11:14.688014Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.664630Z","title":"Are multi- modal transformers robust to missing modality?","venue":null,"work_id":"5557d4ea-c1b6-475e-8210-f14510831b07","year":2022},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.100269Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:3c5eee5a89413f6b94fbb8112ee328e7568f72073b09c9009917ea725b2bd7f7","observation_id":"717dc216-7a32-4a18-8ccf-0b120ea6fda3","resolution":{"observed_at":"2026-08-10T20:11:14.670248Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.647565Z","title":"Multimodal prompt- ing with missing modalities for visual recognition,","venue":null,"work_id":"0402bfec-ef9f-4897-b9cc-94d10549f0fd","year":2023},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.105354Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:da228d9d075002f1a02c365d188e035658a55188af0fbb1c41f267558b03acda","observation_id":"79eebce9-70fe-4b33-baf3-6c37a0d29aca","resolution":{"observed_at":"2026-08-10T20:11:14.653141Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.630265Z","title":"Towards good practices for missing modality robust action recognition,","venue":null,"work_id":"c8f8cdf7-df81-494e-ab85-810c10b1a901","year":2023},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.110425Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:0dfa9839c13d69dcbad3b07caff55ca3aa5b08fceb8a7c8f9051537052282811","observation_id":"9c20937e-d59e-4c65-96cf-bffcac6f0e77","resolution":{"observed_at":"2026-08-10T20:11:14.636040Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.612840Z","title":"Missing modality imagination network for emotion recognition with uncertain missing modalities,","venue":null,"work_id":"bb0c868f-2909-44dd-90e4-13e3e4c88e50","year":2021},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.116154Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:6eba9e4bba45d7c135fcfa6d56af8ec0e4b555e7a89e5d1a1d9db5f48002bb6a","observation_id":"681b68f0-038d-4ac7-99cb-8f583cb73145","resolution":{"observed_at":"2026-08-10T20:11:14.618149Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.596816Z","title":"Towards robust multimodal prompting with missing modalities,","venue":null,"work_id":"a920960e-e294-495c-bba3-c5945a8d29ba","year":2024},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.121519Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:408fb1bee02873dda94950babb5ee7e575c166279aac8ec2663748b3a404875c","observation_id":"e5916196-f652-4da9-8c58-05a3136d78ad","resolution":{"observed_at":"2026-08-10T20:11:14.602123Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.581394Z","title":"Learning to prompt for continual learning,","venue":null,"work_id":"45f21629-5dfd-44e1-8996-ae0f40b024eb","year":2022},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.128109Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:fb1fddc4fa53169f637503c000559c157b1fc85b1bfb90a71a3d1b32b252aa8a","observation_id":"d383c47b-dcc6-4f36-b709-d0ca72fe144f","resolution":{"observed_at":"2026-08-10T20:11:14.586184Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.565089Z","title":"Dualprompt: Complementary prompting for rehearsal-free continual learning,","venue":null,"work_id":"df856897-78fa-48e0-8881-87427ddcb2cb","year":2022},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.134959Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:02d0c9d0b2bf67857ddbd4fde74c62e7fcb9633670e5b3b3efcbf78f44688a3c","observation_id":"b2d899e6-b3f8-4364-b62d-bcf71f7da7c8","resolution":{"observed_at":"2026-08-10T20:11:14.570377Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.549853Z","title":"Rainbow memory: Continual learning with a memory of diverse samples,","venue":null,"work_id":"e28ba137-f901-4c77-95c9-fb3c8e630257","year":2021},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.141788Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:42d75d7a2fe76b9a5d244de4fbc1833514e1da787ebf671e46c7f42043d1e238","observation_id":"47cc1c82-9286-459e-bb5f-6fe0fcf60efd","resolution":{"observed_at":"2026-08-10T20:11:14.554741Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.532789Z","title":"Memory-efficient class- incremental learning for image classification,","venue":null,"work_id":"bea4c030-435e-4d8a-8603-d68dc4886c2e","year":2021},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.147781Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:5a44794db471e74441167dc2741987001f2105b40f514a1e47aac0726bb992b9","observation_id":"781fca50-a1f8-441a-9be6-5e98bfab13c0","resolution":{"observed_at":"2026-08-10T20:11:14.539063Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.514096Z","title":"End-to-end incremental learning,","venue":null,"work_id":"af102a8d-2b7d-42eb-9959-28745439a057","year":2018},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.153726Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:95d1ed40bddb988cc470eba81307ea4958c97f12c02a6086abb7b81565c35120","observation_id":"54c4c3e3-d23d-4342-a931-48ee13aacd8c","resolution":{"observed_at":"2026-08-10T20:11:14.519523Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.496085Z","title":"Learning a unified classifier incrementally via rebalancing,","venue":null,"work_id":"6f6c10b4-6fb4-4e7b-80ca-4566dfc2c57e","year":2019},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.159897Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:ecc8d6486abdc112085f2a92e55029ef687fbd60c1ef32e1bf97580ddf6ce416","observation_id":"5bcbf4cf-e8b2-49b7-a19c-8d2fd9406e4f","resolution":{"observed_at":"2026-08-10T20:11:14.501653Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.476908Z","title":"Generating instance-level prompts for rehearsal-free continual learning,","venue":null,"work_id":"5aa1a248-b910-457e-b3ed-04cc01d6c268","year":2023},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.165198Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:6b744aadae227ef73e0f36bc44023b6bca80da6e3f916fd6522372b1502c0bf8","observation_id":"f3a9752c-369b-4cff-bdb3-2072cbbbb1ca","resolution":{"observed_at":"2026-08-10T20:11:14.483456Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.459304Z","title":"Blockwise recursive moore– penrose inverse for network learning,","venue":null,"work_id":"1cb4ae6e-f470-4a87-a32c-a8f1aefe2eea","year":2021},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.170726Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:2faa76d4bdb0868ec9d785bdaa969966f088c390243eceee6eb58c01ada43d8a","observation_id":"cef6593f-e00a-444a-b859-f35a21ee8d1f","resolution":{"observed_at":"2026-08-10T20:11:14.464961Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.441933Z","title":"A pseudoinverse learning algorithm for feedforward neural networks with stacked generalization applications to software reliability growth data,","venue":null,"work_id":"3f03d282-b916-4d65-98ac-10a83dd89603","year":2004},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.176051Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:475df429fdcf90159437fd0e5102f98f0fe692bf19100c728d801688b0fc808e","observation_id":"41f079ca-c3d5-4a89-804c-1f29d0b89cb0","resolution":{"observed_at":"2026-08-10T20:11:14.448028Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.424417Z","title":"Gkeal: Gaussian kernel embedded analytic learning for few-shot class incremental task,","venue":null,"work_id":"3f3fea30-3118-4db4-9653-857d8623648e","year":2023},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.180974Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:a765cc731764d1c507eeed830077ff7be75b7aa12f9950078b55031de1cbb4b3","observation_id":"d6b973ee-23f5-473f-8e3e-f0f90c389080","resolution":{"observed_at":"2026-08-10T20:11:14.430020Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.406617Z","title":"Coda-prompt: Contin- ual decomposed attention-based prompting for rehearsal-free continual learning,","venue":null,"work_id":"2de19850-6a1f-4c94-9f37-756ce2c732c4","year":2023},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.186160Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:42194c8e89821c3619f9a52b7fd57f7432d54d366a12e67bb57828c92362f2e9","observation_id":"3508d571-e386-434a-a00f-7d0b81a170ef","resolution":{"observed_at":"2026-08-10T20:11:14.412069Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.864074Z","title":"Ds-al: A dual-stream analytic learning for exemplar-free class-incremental learn- ing,","venue":null,"work_id":"1aea83c3-f577-4947-9380-2522ecf853d4","year":2024},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.190814Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:afd5bce4ec7eac30899183465e99c0d20d1c258580287a79888664619174e235","observation_id":"af00c980-3470-4e78-8e68-e09995605383","resolution":{"observed_at":"2026-08-10T20:11:14.869648Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.386665Z","title":"Recipe recognition with large multimodal food dataset,","venue":null,"work_id":"7b87685d-eb56-41ce-9092-cad2a87b21be","year":2015},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.195740Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:ddc05125c95b8647ddc7001f85747f1cc32eab0954645ec9f725c8caad7458ba","observation_id":"c5bc056b-f0bf-472d-98ce-33e474b6427b","resolution":{"observed_at":"2026-08-10T20:11:14.394165Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.365762Z","title":"N24News: A new dataset for multimodal news classification,","venue":null,"work_id":"9a90c986-24c8-4a44-a8a7-0d58d3de8c75","year":2022},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.200496Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:f94949d3fd53e8b154659308028c328471ac5a6bdf00d6a31138c6208dafa1db","observation_id":"3d40107e-7d58-4d49-ac0e-6d57a65c430e","resolution":{"observed_at":"2026-08-10T20:11:14.371809Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.347420Z","title":"Vilt: Vision-and-language transformer without convolution or region supervision,","venue":null,"work_id":"7cba3d1e-dd9f-4b47-af5b-bc9240cc308d","year":2021},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.205283Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:7a53565898d29309b0901b5b2abc747942eec4f7dee88485956429142a51f09c","observation_id":"65f7dfca-1a08-43ae-9e18-82e8d0c5503f","resolution":{"observed_at":"2026-08-10T20:11:14.353956Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.328423Z","title":"Microsoft COCO: common objects in context,","venue":null,"work_id":"995cfb1a-af8e-4110-8048-26348f6ca895","year":2014},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.210977Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:e3e440b424706b079b3d63ca198e07388f9df04c880c0ad7285a8be2c13dd083","observation_id":"66bfc137-a82e-4ab9-a9ec-6e245e826d04","resolution":{"observed_at":"2026-08-10T20:11:14.333573Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.311681Z","title":"Visual genome: Connecting language and vision using crowdsourced dense image annotations,","venue":null,"work_id":"f979e069-4b46-49f8-aab8-c02204bd0be9","year":2016},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.215715Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:e16960fdcbe28585e2bc5615d0980527b7e89fc9b3cf67bcb1532b28e9254f0e","observation_id":"16f8b7db-c77a-4fd0-94ea-d9b70732e124","resolution":{"observed_at":"2026-08-10T20:11:14.316591Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:11:14.292174Z","title":"Fixing weight decay regularization in adam,","venue":null,"work_id":"e3d68308-d4eb-4a40-906b-37ecb29f6daa","year":2017},"citing_paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-10T20:11:14.220292Z"},"links":{"citing_paper":"/paper/2501.09352"},"observation_digest":"sha256:67467ec382966d5d3cebc401154263e146af655e7703b9ddaa6860b267943a88","observation_id":"d3e4c6eb-b17e-4100-ae83-98d588b08f56","resolution":{"observed_at":"2026-08-10T20:11:14.300096Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2501.09352","last_updated":"2025-01-16T08:04:04Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-18T09:23:30.851378Z","submitted_at":"2025-01-16T08:04:04Z","title":"PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning"},"reference_resolution":{"displayed":56,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":5,"verified_exact":0,"verified_fuzzy":51},"total_outbound_references":56},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2501.09352."}