{"as_of":"2026-08-08T23:26:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:ac916ec82a2590ab73037f5764e4d59e9ce06d55b7c50b705c2dfb9cd33cb24c","coverage":[{"denominator":57,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":57,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-11T17:32:24.547251Z","state":"measured"},{"denominator":59,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":59,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T16:59:10.697321Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-08T16:59:12.215878Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2607.04548","snapshot_observed_at":"2026-08-01T12:21:53.252138Z","title":"Explainable novel category discovery in semantic concept space,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.19590","last_updated":"2026-07-21T21:31:14Z","snapshot_observed_at":"2026-08-07T02:48:37.599640Z","submitted_at":"2026-07-21T21:31:14Z","title":"Learning to Transmit: Volatility-Aware Predictive Communication for Energy-Efficient IoT Networks","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-01T12:21:53.252138Z"},"links":{"cited_paper":"/paper/2607.04548","citing_paper":"/paper/2607.19590"},"observation_digest":"sha256:28a9112e66d13e4031abfc96777a8976907b70004a20d32a688c2dd8ae196e1b","observation_id":"3f7316e9-23d0-4705-8d60-c92248144aa0","resolution":{"observed_at":"2026-08-01T12:21:53.252138Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"cited_work":{"arxiv_id":"2607.04548","doi":null,"metadata_source":"pith","pith_arxiv_id":"2607.04548","snapshot_observed_at":"2026-08-08T16:59:12.215878Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","venue":"cs.CV","work_id":"fa0e86a2-f5ec-4368-8899-4b72ebf79b48","year":2026},"citing_paper":{"arxiv_id":"2608.05258","last_updated":"2026-08-05T16:36:06Z","snapshot_observed_at":"2026-08-08T23:14:47.522050Z","submitted_at":"2026-08-05T16:36:06Z","title":"Grad-CAM for Vision Transformers: A Systematic Taxonomy and Audit of Methodological Ambiguity in Explainable AI","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-08T16:59:10.697321Z"},"links":{"cited_paper":"/paper/2607.04548","citing_paper":"/paper/2608.05258"},"observation_digest":"sha256:caf7dff78854fc22f48b71337b6ea39cc9aa19fed5ebbe10ffffc7a81aaf3742","observation_id":"5e0d7a4c-b915-49b8-803f-988056107507","resolution":{"observed_at":"2026-08-08T16:59:12.233533Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2607.04548/citation-record","integrity":"/paper/2607.04548/integrity","json":"/paper/2607.04548/citation-record.json","paper":"/paper/2607.04548"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Novel class discovery without forgetting","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:e56cd37413a1b84d7ca0d1a11651bf25992a43bb9ef07c7d4f2170eff399f33c","observation_id":"0d9fef63-8d08-47a7-9b3a-59d06fd65fd2","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Autonovel: Automatically discovering and learning novel visual categories.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(10):6767–6781, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:09f3bf5f88d4f560ad1463989bfc72f41a37bb67d921e79ee2c4d19aa78f4b1f","observation_id":"d6d22c20-bcdc-4f79-a2a9-fed102cb5487","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Representation learning and nature encoded fusion for heterogeneous sensor networks.IEEE Access, 7:39227–39235, 2019","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:1ec484791bf8b5829a472f06a0815c490e8c8eb25a983b4848c52526676ecd78","observation_id":"f6003b2c-43e0-4e75-b2ba-91506993d5dc","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Congestion aware dynamic user association in heteroge- neous cellular network: A stochastic decision approach","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:1f37698321ecb8f12422695fc305715d681c5a615b54117db02c122857345c93","observation_id":"83a1994e-5e36-4f20-9b44-213d59420dac","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Explaining the behavior of neuron activations in deep neural networks.Ad Hoc Networks, 111:102346, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:1d6ebf22351987dc7a84d3506e254528ce6117bc7f1ec733ea13041a6442f876","observation_id":"59db3acd-d36b-4f1d-99e6-151145eeb9c6","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Exploration vs exploitation for distributed channel access in cognitive radio networks: A multi-user case study","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:562137e14c2ce8c995e3a70bfba1ee4010c5dadf53efefe50a9e05bda8062f2c","observation_id":"d257f809-018f-491c-b820-c942e8306bfb","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Deep reinforcement learning based computation offloading for mobility-aware edge computing","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:7ccdc65c23daecb7a173cc690acd1188cc2103baacf0b645c39f07f14597bda4","observation_id":"091507d7-943c-4669-97ad-7c8778e61c28","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Improving robustness of deep neural networks via large-difference transformation.Neurocomputing, 450:411–419, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:90ea4a482f8cf2d845402efe8fa5e49e54b8cd2bf41af691fcfb1fac58f4fac7","observation_id":"d78927ac-5691-4595-b1e5-96a013d3b5e0","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Looking beyond content: Modeling and detection of fake news from a social context perspective","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:f17f35b3958b7d17960b6278810e1b4aefb46f7c8078710d365e6cac54776e84","observation_id":"c7cdc98d-4a08-49aa-8bb3-b2eb39e804c2","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Layer-wise entropy analysis and visualization of neurons activation","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:f7509128ddacdfe9281cb9bc7c7bfeeab976f4318e58347392b23e6d31830921","observation_id":"672df4bf-c384-4899-9a9d-810e9fa83771","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.07022","last_updated":"2024-12-09T22:09:13Z","snapshot_observed_at":"2026-08-07T21:27:10.375359Z","submitted_at":"2024-12-09T22:09:13Z","title":"Dense Cross-Connected Ensemble Convolutional Neural Networks for Enhanced Model Robustness","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.07022","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Dense cross-connected ensemble convolutional neural networks for enhanced model robustness.arXiv preprint arXiv:2412.07022, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2412.07022","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:524ee6a90d8ea2aa8a6daa1cde6332f349823ae2968fd907697f3b1db9242ed8","observation_id":"9b47b93a-e0c4-4bd6-a843-269bf9195ad0","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.18952","last_updated":"2024-12-25T17:32:45Z","snapshot_observed_at":"2026-08-08T09:29:03.677081Z","submitted_at":"2024-12-25T17:32:45Z","title":"Bridging Interpretability and Robustness Using LIME-Guided Model Refinement","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.18952","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Bridging interpretability and robustness using lime-guided model refinement.arXiv preprint arXiv:2412.18952, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2412.18952","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:514653e1898bbd98c69718b26783456d879eb19cc3b186c9f8f29314651b70c0","observation_id":"daa13812-8fc3-4a8b-8efd-6933f9b9f083","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Explainability- driven defense: grad-cam-guided model refinement against adversarial threats","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:cee1461d22171a823b241fabf2052067fbb905f99fdf0f851227ea485e6cb5c2","observation_id":"0381ecb6-52d1-42ba-ab31-ed49c421a135","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Multi-scale unrectified push-pull with channel attention for enhanced corruption robustness","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:ea809b9a57d86752dfbac6c47af91d6bdfa6ee51fc3ec7cd50b8ae39033a173a","observation_id":"6d147e8e-e56d-4328-9cfd-5c10249a9670","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Expert-guided explainable few-shot learning for medical image diagnosis","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:d7fb0c2d04f67e657a758b08972ebeab1a966156db698eece799ba707c0cc417","observation_id":"6d27387e-516b-4b6e-ae81-f37e87c7cfcf","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2509.04682","last_updated":"2026-06-10T18:21:11Z","snapshot_observed_at":"2026-08-07T21:27:04.727006Z","submitted_at":"2025-09-04T22:03:05Z","title":"GetNetUPAM: Ecologically Informed Nested Cross-Validation and Noise-Robust Attention for Marine Bioacoustic Monitoring","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2509.04682","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Ecologically valid benchmarking and adaptive attention: Scalable marine bioacoustic monitoring.arXiv preprint arXiv:2509.04682, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2509.04682","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:bc14c727e693193f3977bed7824c1305296db75e43df1de6c74a212fd9c5b9c9","observation_id":"6a2da38f-6c8b-4e56-a8f3-15efb1d79841","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Toward carbon-neutral human ai: Rethinking data, computation, and learning paradigms for sustainable intelligence","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:f005ba48978383b4e487e99999db85e5b483aa5278023cc00d5c276565b66cae","observation_id":"94c3cb50-9047-4ee6-b934-8ebee9045cfc","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Expert-guided explainable few-shot learning with active sample selection for medical image analysis.IEEE Journal of Biomedical and Health Informatics, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:c82a38f00574dce5add7e8aba51990688e7a40477d2d92780b0901dbe82b5ee8","observation_id":"b5f917b2-06d8-4d7d-922a-4a5230bb8107","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Acting flatterers via llms sycophancy: Combating clickbait with llms opposing-stance reasoning","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:66b5c89a5e8ab398b771a360b6bcc22bcab5bd6f712478ede7df62d03b5d72be","observation_id":"49306655-8bde-42f5-b5c5-f80fa19d42e5","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Bridging symmetry and robustness: On the role of equivariance in enhancing adversarial robustness","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:f54d65f6b7499af22d82c0cab0cab5d7057cccddcb2f50f21b2960ab1831370a","observation_id":"5ae73e2f-97b3-4414-bf0d-8c6c827addaa","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Channel- selected stratified nested cross-validation for clinically relevant eeg-based parkinson’s disease detection","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:58098cd50d1a181698a2a2dfae816b403241435fe08c61f1530fab86277e1fa6","observation_id":"d5717002-7fe8-472d-a072-5de8bf79474e","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Winsor-cam: Human-tunable visual explanations from deep networks via layer-wise winsorization.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:2d9b0a4d0de9c6d80e7d778f19232715f436d2051fd32f1fad312a25f0c75b86","observation_id":"13c68e63-dfd2-4072-bc25-dff12292320c","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Promoting shape bias in cnns: Frequency-based and contrastive regularization for corruption robustness","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:d5918825fc952a99ae5457f3e94f624fa28039ce4b3d50aa6b9db5dfd1bcd4ea","observation_id":"eae92c57-b411-467e-872a-64c670711e01","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2509.08959","last_updated":"2025-09-10T19:43:16Z","snapshot_observed_at":"2026-08-04T19:58:18.232862Z","submitted_at":"2025-09-10T19:43:16Z","title":"CoSwin: Convolution Enhanced Hierarchical Shifted Window Attention For Small-Scale Vision","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2509.08959","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Coswin: Convolu- tion enhanced hierarchical shifted window attention for small-scale vision.arXiv preprint arXiv:2509.08959, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2509.08959","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:ee0f87189887f3f55347cbfd48eed664f4cef5ada461a8314aa8f0335e86c94c","observation_id":"50677973-488d-40d3-8a22-3ceaa014c91a","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Explainability-guided defense: Attribution-aware model refinement against adversarial data attacks","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:3551cb902bb9f5e33271baf65cd03d3acc00df22278100c7141b044ba4043c12","observation_id":"94e6f9fc-ec30-4cf4-92d3-c95035df8fd4","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"A unified objective for novel class discovery","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:365c7fdfab1905690118ed8291f0160b528ff7374220a96dc698a7672098527b","observation_id":"47af18e9-fafe-4a86-bb0e-881644cdb482","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Learning to discover novel visual categories via deep transfer clustering","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:6874f135e243411d98c87fa2071ec61cd8b5f88a79001047011f82c303b060c7","observation_id":"0878d05a-5bed-4829-926d-9bf135ebee01","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Semantic-guided novel category discovery","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:5061c4296f677cc7137b25a19fb43ede0b039e72b2f3fe42cae38d6ec65f6a04","observation_id":"ce3007ec-cb9f-4c97-a176-21063ab12c91","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Explaining deep neural networks and beyond: A review of methods and applications.Proceedings of the IEEE, 109(3):247–278, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:b4d66c39235cd61539a95d5894f5bcabab4d2056e8d582244a4c80ff91867e33","observation_id":"0a0ad435-4793-428b-8c97-d1363d602958","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.Nature machine intelligence, 1(5):206–215, 2019","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:83f9f688da781d4eee9c254e4f715697197563e68ebdea26b4c893ac4bfdf107","observation_id":"147828d2-4d0d-4f3b-9ccf-2be2d2216304","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"The mythos of model interpretability: In machine learning, the concept of interpretability is both important and slippery.Queue, 16(3):31–57, 2018","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:aa3adfb480470b06ee02ffb2d46dc0d32ea44e50d3881ea1c492c8e8febf5706","observation_id":"84a1eca2-e771-47da-b4ab-4d9142efb03b","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1702.08608","last_updated":"2017-03-02T19:32:10Z","snapshot_observed_at":"2026-08-07T08:20:39.814613Z","submitted_at":"2017-02-28T02:19:20Z","title":"Towards A Rigorous Science of Interpretable Machine Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1702.08608","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Towards a rigorous science of interpretable machine learning","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/1702.08608","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:95cb220cf4e838ad7b8d0d6b3248bdf1005fd46c1f7cfc63d5e5b6fa1e1ecf7e","observation_id":"58449357-20e4-410b-8da5-c25376d3dd27","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Concept bottleneck models","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:b37b99eedbc9dc49cfa41ef07cdde8cb5bee68ab19efea853193712edde8cbcb","observation_id":"e0ad279c-49eb-4228-88eb-a10a828b9bc9","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2205.15480","last_updated":"2023-02-01T22:26:15Z","snapshot_observed_at":"2026-08-06T03:12:00.729920Z","submitted_at":"2022-05-31T00:29:26Z","title":"Post-hoc Concept Bottleneck Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2205.15480","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Post-hoc concept bottleneck models.arXiv preprint arXiv:2205.15480, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2205.15480","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:f073a08a770626b41cdfe40d3aead064b145bff229dce1146407e30007fb9d5a","observation_id":"4052bbc3-24c2-463a-b0f3-4ec7fb3030ec","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Interpretability beyond feature attribution: Quantitative testing with concept activation vectors (tcav)","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:7f6e9b80235ceb5e0258680d3c9fa05a2f25c633495e7c7cebbd2aea0032256a","observation_id":"3ce804fd-db89-47c1-bbeb-84aa089c92e8","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.06129","last_updated":"2023-06-05T17:33:43Z","snapshot_observed_at":"2026-08-07T21:44:30.073140Z","submitted_at":"2023-04-12T19:27:09Z","title":"Label-Free Concept Bottleneck Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.06129","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Label-free concept bottleneck models.arXiv preprint arXiv:2304.06129, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2304.06129","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:8159353e71bd32dbf0ab360cb9243116126d5423a413f31f4e09832721e10bc9","observation_id":"c80316fe-566f-47fa-896f-951f9976c43e","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Learning transferable visual models from natural language supervision","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:0f0d0ef16b3b8154085ca46bc0fa37785c372fbe5b8f435dd28c80d2d93e77ed","observation_id":"a6e2299a-cb89-4f5c-8dcd-fcbf12d2896b","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1711.10125","last_updated":"2018-03-17T04:42:49Z","snapshot_observed_at":"2026-07-06T06:11:31.675957Z","submitted_at":"2017-11-28T04:59:58Z","title":"Learning to cluster in order to transfer across domains and tasks","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1711.10125","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Learning to cluster in order to transfer across domains and tasks.arXiv preprint arXiv:1711.10125, 2017","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/1711.10125","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:5f18b7dab359690b8ea3484016366178b1f2a5304129e6b3d58a4219a7f147c8","observation_id":"c58bcafc-0345-4be3-8274-319e59172caf","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1901.00544","last_updated":"2019-01-02T22:09:12Z","snapshot_observed_at":"2026-08-01T03:52:52.571582Z","submitted_at":"2019-01-02T22:09:12Z","title":"Multi-class Classification without Multi-class Labels","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1901.00544","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Multi-class classification without multi-class labels.arXiv preprint arXiv:1901.00544, 2019","venue":null,"work_id":null,"year":1901},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/1901.00544","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:ea2667d0c9784ae640df14436d8b334bfe961fedb8573e493677a1b0ede5789c","observation_id":"7e81aa53-d252-4253-bdd4-3ce4e8a42be9","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2002.05714","last_updated":"2020-02-13T18:53:32Z","snapshot_observed_at":"2026-08-07T14:45:56.038329Z","submitted_at":"2020-02-13T18:53:32Z","title":"Automatically Discovering and Learning New Visual Categories with Ranking Statistics","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2002.05714","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Automatically discovering and learning new visual categories with ranking statistics.arXiv preprint arXiv:2002.05714, 2020","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2002.05714","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:16c76e42d8910290e66cce845ff035aecb1ae9027ee3fdd22edb7603bea00c58","observation_id":"809ca0bb-4d6a-4042-9b8f-e1318ad10dbb","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Generalized category discovery","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:1d65528a35316542b615a8a4896c86484223688989cad021e9e13590010383b3","observation_id":"092c9630-b6d2-4ba4-be82-e499ea0016f6","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2102.03526","last_updated":"2022-01-25T23:13:10Z","snapshot_observed_at":"2026-07-31T16:51:22.263893Z","submitted_at":"2021-02-06T07:11:07Z","title":"Open-World Semi-Supervised Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2102.03526","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Open-world semi-supervised learning.arXiv preprint arXiv:2102.03526, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2102.03526","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:31ca445ce3424d16b5fbd776335eb6353ab9960fcbe8ee67276145a9678453d5","observation_id":"090a4dd0-9bc5-40ba-9b5d-8de58affb49a","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Parametric classification for generalized category discovery: A baseline study","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:d1f131ca6a84b20672b4d838d09930bdfe7bf464c6993755ac98eec10ab77d54","observation_id":"1a22d8ea-9308-4204-adc7-b2a0abffe4c4","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2208.01898","last_updated":"2022-08-03T08:03:12Z","snapshot_observed_at":"2026-07-06T13:38:13.886132Z","submitted_at":"2022-08-03T08:03:12Z","title":"XCon: Learning with Experts for Fine-grained Category Discovery","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2208.01898","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Xcon: Learning with experts for fine-grained category discovery.arXiv preprint arXiv:2208.01898, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2208.01898","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:de766ca2100ce76b5502e08f1040f42f5a892c21c2a7d13ea9b3c8209c41b340","observation_id":"570fb540-c18b-4ee6-9258-8693d70198d6","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.12028","last_updated":"2023-02-22T10:07:01Z","snapshot_observed_at":"2026-08-05T02:11:47.597082Z","submitted_at":"2023-02-22T10:07:01Z","title":"Novel Class Discovery: an Introduction and Key Concepts","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.12028","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Novel class discovery: an introduction and key concepts","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2302.12028","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:6bf6523b5d1c5fbfd9bcdbf0f5425435a6e35bcab2db2c07bdbb7f67dc6c4dcb","observation_id":"5d7a3df8-7383-4296-9d5a-f572148d4df1","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Unsupervised learning of visual features by contrasting cluster assignments.Advances in neural information processing systems, 33:9912–9924, 2020","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:bb4d3a0a908c6871681bad4f236739db1e153977136c5a296de98d00d921295a","observation_id":"49515849-ef5b-463a-8dd9-b82193321d81","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Sinkhorn distances: Lightspeed computation of optimal transport.Advances in neural information processing systems, 26, 2013","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:add6106745e0b7c27cfca308a8694921e7a475a8dbccb7fa22586115ea8c2f05","observation_id":"1a1fc263-a243-4315-99d9-3962dd80f4e7","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Learning multiple layers of features from tiny images","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:7cbcbae30fb8e18efb742822b1ffb5b3d768ea42eaaf07fb1c8d0dd66f48d57b","observation_id":"7ba6271c-62af-4ed2-996f-7c44578a915d","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"The caltech-ucsd birds-200-2011 dataset","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:a1c7cba329e922bae3023bac2d30614eeb6aeb76c69707fb547d11f0b79370a4","observation_id":"f8e6d62d-6341-4543-b9f1-d63983e0751d","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"The hungarian method for the assignment problem.Naval research logistics quarterly, 2(1-2):83–97, 1955","venue":null,"work_id":null,"year":1955},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:a0cfff30793d1d714fa3a895a12718dd982b88332b385cbc2c74b8d4a91dcbc6","observation_id":"30d85295-9d9c-4416-be60-a9b80425f496","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901, 2020","venue":null,"work_id":null,"year":1901},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:e4d5b308ae119ecc7487975742ee845178b08f83022872f32a2edfb3ce243958","observation_id":"1a0755a6-ce93-4f67-9fc4-47726825bc06","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2204.10965","last_updated":"2023-06-05T17:49:40Z","snapshot_observed_at":"2026-07-06T13:03:00.003273Z","submitted_at":"2022-04-23T00:40:02Z","title":"CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2204.10965","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Clip-dissect: Automatic description of neuron repre- sentations in deep vision networks.arXiv preprint arXiv:2204.10965, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/2204.10965","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:2c2a6588fb40d87910a9825bc435e0f4c31cbaa4c228d9ff9eeac5d1da826150","observation_id":"bb3b109d-39f4-4936-8bea-5b95d5ea3b7d","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"A simple framework for contrastive learning of visual representations","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:944694db053257bb1a1dbb78ee4fa64956da9cec7f9af0c3fcf378e06c140067","observation_id":"3798dd15-32f4-4a08-83c2-bd43284c5e00","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1911.05371","last_updated":"2020-02-19T18:03:39Z","snapshot_observed_at":"2026-07-06T08:36:38.690634Z","submitted_at":"2019-11-13T09:47:49Z","title":"Self-labelling via simultaneous clustering and representation learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1911.05371","snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"Self-labelling via simultaneous clustering and representation learning.arXiv preprint arXiv:1911.05371, 2019","venue":null,"work_id":null,"year":1911},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"cited_paper":"/paper/1911.05371","citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:c34be8f68523f7d4610955e4a87e1d6eb63fdc69a967208b3ff50c443f01b91b","observation_id":"09c85a78-e012-4423-b811-b89f21874ff4","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"The national research platform: Stretched, multi-tenant, scientific kubernetes cluster","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:68ea161e78d562160d4f8502b96c8becdcb740c4f835c2f48918ce9f7d05c954","observation_id":"0d482908-aa2f-4d5d-97c2-e4c2af97bca7","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":"four-legged,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:98bc23724dbd356cb02ce7452296f320bc8e9ba838da0f5976115daa6b18ff84","observation_id":"c744fde3-0959-4648-b578-9b583e4fa4d3","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"malformed_identifier"},"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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T17:32:24.547251Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-07-11T17:32:24.547251Z"},"links":{"citing_paper":"/paper/2607.04548"},"observation_digest":"sha256:482036d02c75abbc261cb344030b35c90f725cce22fa7ad24fe2e16e1be6eb27","observation_id":"b9a71bb1-54b1-4e67-8fb6-1794d9878b83","resolution":{"observed_at":"2026-07-11T17:32:24.547251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.04548","last_updated":"2026-07-05T23:36:36Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-08T03:02:23.476662Z","submitted_at":"2026-07-05T23:36:36Z","title":"Explainable Novel Category Discovery in Semantic Concept Space"},"reference_resolution":{"displayed":57,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":56,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":57},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2607.04548."}