{"as_of":"2026-08-12T04:52:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:fba5563e308f341562960ab3365c83f77941e1bf2c7fe759f518b5ac6cfd8bc0","coverage":[{"denominator":36,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":36,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T21:44:07.318147Z","state":"measured"},{"denominator":36,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":36,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+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/2501.04182/citation-record","integrity":"/paper/2501.04182/integrity","json":"/paper/2501.04182/citation-record.json","paper":"/paper/2501.04182"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2206.10155","last_updated":"2022-06-21T07:27:47Z","snapshot_observed_at":"2026-08-11T15:31:44.588908Z","submitted_at":"2022-06-21T07:27:47Z","title":"Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information","version":1},"cited_work":{"arxiv_id":"2206.10155","doi":null,"metadata_source":"pith","pith_arxiv_id":"2206.10155","snapshot_observed_at":"2026-08-10T21:44:07.529442Z","title":"Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information","venue":"cs.CV","work_id":"c8065a16-71e4-400d-bdd6-613a5c335627","year":2022},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.192597Z"},"links":{"cited_paper":"/paper/2206.10155","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:224616d9c5d119922d924e99e6bf234e305c713fea6e720c9a296c47d84b2834","observation_id":"e3eed62d-a372-4624-aa8c-574634b531cf","resolution":{"observed_at":"2026-08-10T21:44:07.533527Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1905.08603","last_updated":"2019-06-10T04:06:02Z","snapshot_observed_at":"2026-08-11T15:31:52.778248Z","submitted_at":"2019-05-21T13:19:19Z","title":"Overview of image-to-image translation by use of deep neural networks: denoising, super-resolution, modality conversion, and reconstruction in medical imaging","version":2},"cited_work":{"arxiv_id":"1905.08603","doi":null,"metadata_source":"pith","pith_arxiv_id":"1905.08603","snapshot_observed_at":"2026-08-10T21:44:07.510727Z","title":"Overview of image-to-image translation by use of deep neural networks: denoising, super-resolution, modality conversion, and reconstruction in medical imaging","venue":"physics.med-ph","work_id":"4f4e65be-9ca0-4956-89d2-62e35e940d3d","year":2019},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.197063Z"},"links":{"cited_paper":"/paper/1905.08603","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:88f67d4f2cccc7ab9dd7691c7c9373dc8d9295f10f87db396f08edd13ba72cea","observation_id":"b7948244-791d-4723-a80f-5dc975837583","resolution":{"observed_at":"2026-08-10T21:44:07.514872Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.763040Z","title":null,"venue":null,"work_id":"33cc247a-ce68-4abe-a008-3cd419f2c105","year":2021},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.201210Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:9f65958748165a0eac9361f0ed794fa5b2624e5fd42f9302bf665af2194c82c7","observation_id":"4e1c95b1-d5a8-4dad-9d57-6b6fd0f65a98","resolution":{"observed_at":"2026-08-10T21:44:07.766710Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2204.13348","last_updated":"2022-04-28T08:39:39Z","snapshot_observed_at":"2026-08-11T15:31:48.609854Z","submitted_at":"2022-04-28T08:39:39Z","title":"Deep Generalized Unfolding Networks for Image Restoration","version":1},"cited_work":{"arxiv_id":"2204.13348","doi":null,"metadata_source":"pith","pith_arxiv_id":"2204.13348","snapshot_observed_at":"2026-08-10T21:44:07.494977Z","title":"Deep Generalized Unfolding Networks for Image Restoration","venue":"cs.CV","work_id":"42bd14b7-6aef-4b94-ab32-f9dbb365d652","year":2022},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.204989Z"},"links":{"cited_paper":"/paper/2204.13348","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:f4779fd1144e1814c540accfbcde6b12a78150bf5022e75bc0da9b603d2d0a7f","observation_id":"9cffb8ae-959a-4176-8ff7-499815613f29","resolution":{"observed_at":"2026-08-10T21:44:07.498938Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.750077Z","title":"Ferster and K","venue":null,"work_id":"968c841c-9b82-4f88-a5e2-0ed08f8ad892","year":2000},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.209005Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:d0d5a89e82d302d515b426a483cb51c6094e1a3dd01719b5d48d863e8e35c6ed","observation_id":"947eff52-1dae-4bd3-9e14-26326e5c6839","resolution":{"observed_at":"2026-08-10T21:44:07.754120Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.739284Z","title":"Ozeki, I","venue":null,"work_id":"97483e59-039f-4f88-824b-c3a3099aa97f","year":2009},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.212446Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:e040f205390ec21592bfd21ddd5e6c9ad4e8d5357e616860ea46f773e8646e9e","observation_id":"3706d966-da0c-4085-80a1-e2c14a6ba551","resolution":{"observed_at":"2026-08-10T21:44:07.743130Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.727292Z","title":null,"venue":null,"work_id":"7e6fe494-b158-4cbf-be8d-49a73df91d61","year":2015},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.215983Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:c8a8db52af1bbfbe6bb9d5a2d9780f039b9cc12243105103c845bf7154c84203","observation_id":"21354cf9-a01b-4ed2-8a1f-fe57da65b2e0","resolution":{"observed_at":"2026-08-10T21:44:07.731453Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.715109Z","title":"Ebsch and R","venue":null,"work_id":"c711e915-2615-46bb-8c9f-08529928da80","year":2018},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.219665Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:c06bfa390d357774ec2a7040463090913d3c112d59fc6b4bef28b46d8fbebfa3","observation_id":"afbff82d-01cd-4936-9616-208a5eb07514","resolution":{"observed_at":"2026-08-10T21:44:07.719323Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.704637Z","title":"Curto, J","venue":null,"work_id":"6983dbcc-5336-49ff-abba-ba13701629c2","year":2019},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.223164Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:33fb30e53ebbe01a2a1229cd173fea2be64805d1d346bee99685b4093fcec07e","observation_id":"600b8158-707c-4491-9053-713cc02c90e1","resolution":{"observed_at":"2026-08-10T21:44:07.708393Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.693534Z","title":"Hopfield, Neural networks and physical systems with emergent collective computational abilities, Proceedings of the National Academy of Sciences 79 (8), 2554 (1982)","venue":null,"work_id":"a8529dfc-3919-402c-8ebc-848a481e4c99","year":1982},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.226285Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:13c891046d91ee24b3a0fda3322ab2f71387750931336d1c046a86b1febe5ce9","observation_id":"6eec2d0f-e659-4717-af59-58012be11e53","resolution":{"observed_at":"2026-08-10T21:44:07.697540Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.681806Z","title":null,"venue":null,"work_id":"f75d3357-c97b-4bec-95fe-de82939246ac","year":1984},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.229491Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:a707ab107f1b7fbadd217786a50289ae05e75960fced1a03f6e0dd83992a31f9","observation_id":"e4220867-f148-4c40-86e6-c88ce60dc435","resolution":{"observed_at":"2026-08-10T21:44:07.685906Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2008.06996","last_updated":"2021-04-27T22:20:05Z","snapshot_observed_at":"2026-08-10T13:36:22.952668Z","submitted_at":"2020-08-16T21:03:52Z","title":"Large Associative Memory Problem in Neurobiology and Machine Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2008.06996","snapshot_observed_at":"2026-08-10T21:44:07.232930Z","title":"Krotov, J","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.232930Z"},"links":{"cited_paper":"/paper/2008.06996","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:a6aa5fc5404e37bcbd6f5f9b64ebb066946fb3ff97428a1c47c9dbe4b27e7f1d","observation_id":"9f11e56d-93be-40c1-a807-cf335bc09136","resolution":{"observed_at":"2026-08-10T21:44:07.232930Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.02883","last_updated":"2025-08-20T15:50:27Z","snapshot_observed_at":"2026-07-06T19:45:21.541944Z","submitted_at":"2024-11-05T07:52:59Z","title":"Analysis of discrete modern Hopfield networks in open quantum system","version":2},"cited_work":{"arxiv_id":"2411.02883","doi":null,"metadata_source":"pith","pith_arxiv_id":"2411.02883","snapshot_observed_at":"2026-08-10T21:44:07.469837Z","title":"Analysis of discrete modern Hopfield networks in open quantum system","venue":"quant-ph","work_id":"342a34dc-254d-478c-885d-a716d546dbbd","year":2024},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.236753Z"},"links":{"cited_paper":"/paper/2411.02883","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:e9d8a67b072a4e631fae373ac78250426211e2532067e9eb004090064f007eb8","observation_id":"e8cb3a46-7759-44e8-a19b-1a7e55fdeba8","resolution":{"observed_at":"2026-08-10T21:44:07.473658Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.671481Z","title":"Berlyand, P.-E","venue":null,"work_id":"62426a6a-b8c6-4ebf-a375-143d5941ac76","year":2023},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.240363Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:6d17d9f065aab637e11f9ed4d230c9991a0b3af7ee470c00ac340b6961a61235","observation_id":"c4b2d70f-1317-43d4-aeba-c005e6d10e57","resolution":{"observed_at":"2026-08-10T21:44:07.675306Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1906.02691","last_updated":"2019-12-11T17:33:13Z","snapshot_observed_at":"2026-07-06T07:58:30.747165Z","submitted_at":"2019-06-06T16:35:38Z","title":"An Introduction to Variational Autoencoders","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1906.02691","snapshot_observed_at":"2026-08-10T21:44:07.244100Z","title":"Kingma, M","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.244100Z"},"links":{"cited_paper":"/paper/1906.02691","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:265f25d14e1b6425ae8457c5870212ba63776f77a862e67032221396b9da12f1","observation_id":"a03d3658-a6cb-418b-ba2d-ce629db9435c","resolution":{"observed_at":"2026-08-10T21:44:07.244100Z","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":"2026-08-10T21:44:07.660715Z","title":null,"venue":null,"work_id":"f931c644-405e-4f93-b04d-6fe559d501b3","year":2022},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.249009Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:7953726ac02afb00c6c0500d2b57e9924052079e9a80ec9621c75d1cdc4f3da0","observation_id":"16fe1f09-d3a9-442d-bb7c-b89f89f78c5b","resolution":{"observed_at":"2026-08-10T21:44:07.664310Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2106.16239","last_updated":"2024-06-17T12:06:39Z","snapshot_observed_at":"2026-07-06T11:24:43.159885Z","submitted_at":"2021-06-30T17:49:55Z","title":"Fixed points of nonnegative neural networks","version":9},"cited_work":{"arxiv_id":"2106.16239","doi":null,"metadata_source":"pith","pith_arxiv_id":"2106.16239","snapshot_observed_at":"2026-08-10T21:44:07.445707Z","title":"Fixed points of nonnegative neural networks","venue":"stat.ML","work_id":"c473b145-d32a-47b8-a684-4fd03cb231f2","year":2021},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.253329Z"},"links":{"cited_paper":"/paper/2106.16239","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:97ad00fe98d16f9e5b366f0cd740b007babb0a47f49d996281bbe7e7e8085b09","observation_id":"a897eb5d-5f6c-4113-bd82-77a5828e8972","resolution":{"observed_at":"2026-08-10T21:44:07.449531Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.649886Z","title":"Buduma, Fundamentals of Deep Learning, O'Reilly Media, Inc., 2-nd edition, 387 p, 2017","venue":null,"work_id":"ef830475-5c33-429f-bced-6008da1ad3ad","year":2017},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.256946Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:66ac7ff97418fa9acf6d5a9829cee80eba8d4520b106ea62369638a62ede4b34","observation_id":"9f4338ac-cb5d-4462-a2a9-82baf95ddeb7","resolution":{"observed_at":"2026-08-10T21:44:07.653684Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.639543Z","title":"Bahri, J","venue":null,"work_id":"51c51e2c-ff0b-459d-a76b-7ad9c83f4600","year":2020},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.259812Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:c6e607f517267596910c54e0fe2304f746a218b83ea9ac9972e97cf98954879a","observation_id":"e6641bb3-13f2-4df4-8981-8f71e04a244b","resolution":{"observed_at":"2026-08-10T21:44:07.643101Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.628593Z","title":"Gallicchio and S","venue":null,"work_id":"b1078e1f-00a1-4956-9031-585f9e16401b","year":2020},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.263188Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:18fad9a55cc11a99d38a669d9c354206deae09a96dc77c9bf316a88f8cde38f4","observation_id":"a10d1c39-4253-4159-b697-f5b6de9ea9c8","resolution":{"observed_at":"2026-08-10T21:44:07.632423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.617837Z","title":"Giryes, G","venue":null,"work_id":"2bbf615f-439a-409c-98fc-052e4880a2a9","year":2016},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.266266Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:f94ee1f19cd635e535900f2741cccf5981fd3a8be4d644b156e77b824907b910","observation_id":"fc248e9b-cb10-4cea-a8c6-4d5349e94718","resolution":{"observed_at":"2026-08-10T21:44:07.621256Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1807.11697","last_updated":"2018-07-31T08:08:40Z","snapshot_observed_at":"2026-08-02T01:03:16.828512Z","submitted_at":"2018-07-31T08:08:40Z","title":"Multimodal Deep Domain Adaptation","version":1},"cited_work":{"arxiv_id":"1807.11697","doi":null,"metadata_source":"pith","pith_arxiv_id":"1807.11697","snapshot_observed_at":"2026-08-10T21:44:07.429116Z","title":"Multimodal Deep Domain Adaptation","venue":"cs.LG","work_id":"65306d15-75dd-4e5f-9d33-cb9b342e8138","year":2018},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.269585Z"},"links":{"cited_paper":"/paper/1807.11697","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:bbffa8547edc5978cbfe76f7e885b3475a5d525a43caed7084b9c537b6fcd5bf","observation_id":"b7380b20-1172-4118-8fa4-43b720ed2657","resolution":{"observed_at":"2026-08-10T21:44:07.433158Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1804.11271","last_updated":"2018-08-16T14:51:32Z","snapshot_observed_at":"2026-08-09T21:52:06.631541Z","submitted_at":"2018-04-30T15:21:23Z","title":"Gaussian Process Behaviour in Wide Deep Neural Networks","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1804.11271","snapshot_observed_at":"2026-08-10T21:44:07.272925Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.272925Z"},"links":{"cited_paper":"/paper/1804.11271","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:72192bfe359f3f86649d820d00d1c9bd401e66523827f7e4875bcc0a326a2dbc","observation_id":"aecfdac9-880a-4946-9b02-9c670296a3fa","resolution":{"observed_at":"2026-08-10T21:44:07.272925Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2009.10685","last_updated":"2021-05-08T12:59:35Z","snapshot_observed_at":"2026-08-10T04:00:49.192378Z","submitted_at":"2020-09-22T16:59:24Z","title":"Tensor Programs III: Neural Matrix Laws","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2009.10685","snapshot_observed_at":"2026-08-10T21:44:07.276081Z","title":"Yang, Tensor programs III: neural matrix laws, arxiv:2009.10685v1 (2020)","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.276081Z"},"links":{"cited_paper":"/paper/2009.10685","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:fdfbce82fe718638d3e864f98203a0582b0f33bc6322c801ccadaf3dc04b9343","observation_id":"aad87d3f-5a2b-44b5-b54b-1d1d1ee8b2a7","resolution":{"observed_at":"2026-08-10T21:44:07.276081Z","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":"2026-08-10T21:44:07.607817Z","title":"Marchenko, L","venue":null,"work_id":"6bb7610c-4888-4dd6-87d5-3b8101f75990","year":1967},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.279592Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:de778752df8e71c50285441e029f5a040e238581c1d761390f4f18735e2c716b","observation_id":"0726e5b1-bd3f-491d-bc94-30cbc5648b40","resolution":{"observed_at":"2026-08-10T21:44:07.611532Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.596879Z","title":"Berlyand, E","venue":null,"work_id":"d3ae1f39-4b9a-4244-9e43-5ff8ff64aba8","year":2024},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.282446Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:f68a7129e8869db8b2cb3ce6344de2d816f1c1129543808e3645b47251d2b7f1","observation_id":"9080d35f-5cda-4f46-8169-689d5933d5f6","resolution":{"observed_at":"2026-08-10T21:44:07.600383Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.585611Z","title":"Martin and M.W","venue":null,"work_id":"1dfbd1cb-d91f-4a42-a85e-131533a03d86","year":2021},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.286068Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:182e6f5500c4a40e98393b5b3510ff63d714fa5bdbb5bf796b261a2a34f00288","observation_id":"26ca5857-f704-4c87-9bab-31aa7d34006f","resolution":{"observed_at":"2026-08-10T21:44:07.589516Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1802.09979","last_updated":"2018-02-27T15:54:57Z","snapshot_observed_at":"2026-07-06T06:25:40.650252Z","submitted_at":"2018-02-27T15:54:57Z","title":"The Emergence of Spectral Universality in Deep Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1802.09979","snapshot_observed_at":"2026-08-10T21:44:07.290289Z","title":"Pennington, S","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.290289Z"},"links":{"cited_paper":"/paper/1802.09979","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:01589c4e825a6dadb6b9439a24ceb2afbcf31a9363d8a3832da492798f3cb57e","observation_id":"305b48f8-dfac-4c96-bebf-fc90d82adde3","resolution":{"observed_at":"2026-08-10T21:44:07.290289Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.07003","last_updated":"2024-12-11T09:32:05Z","snapshot_observed_at":"2026-08-11T19:11:41.300836Z","submitted_at":"2024-12-09T21:17:00Z","title":"Understanding Gradient Descent through the Training Jacobian","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.07003","snapshot_observed_at":"2026-08-10T21:44:07.293871Z","title":"Belrose, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.293871Z"},"links":{"cited_paper":"/paper/2412.07003","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:634c7846096b882a965ab3a8c0cb2fa8cdac595d179fa9c3719a1b03ce0f6577","observation_id":"b208e11a-430b-4ff3-84dd-8ee5334fed97","resolution":{"observed_at":"2026-08-10T21:44:07.293871Z","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":"2026-08-10T21:44:07.574897Z","title":"Pastur, V","venue":null,"work_id":"5950fa2c-4202-4dcc-a73e-2d696a86030b","year":2023},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.297387Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:94de3a685f59a95af59a26d8b22ed90c061f0dfd5bad037eef032ddc72028739","observation_id":"1cd7684f-e562-443f-aa83-6673e14c14b0","resolution":{"observed_at":"2026-08-10T21:44:07.578500Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1908.02729","last_updated":"2019-08-07T17:04:26Z","snapshot_observed_at":"2026-08-10T05:44:22.307760Z","submitted_at":"2019-08-07T17:04:26Z","title":"Robust Learning with Jacobian Regularization","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1908.02729","snapshot_observed_at":"2026-08-10T21:44:07.300460Z","title":"Hoffman, D.A","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.300460Z"},"links":{"cited_paper":"/paper/1908.02729","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:887c0f37728edabe445fb9dfa9c5f00b7a1ab6f4ed0c9be46ffa3179074265c7","observation_id":"30a27979-683b-4253-bf62-e997eb339bea","resolution":{"observed_at":"2026-08-10T21:44:07.300460Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08986","last_updated":"2023-03-15T23:19:45Z","snapshot_observed_at":"2026-08-04T11:03:37.154570Z","submitted_at":"2023-03-15T23:19:45Z","title":"Deep Learning Weight Pruning with RMT-SVD: Increasing Accuracy and Reducing Overfitting","version":1},"cited_work":{"arxiv_id":"2303.08986","doi":null,"metadata_source":"pith","pith_arxiv_id":"2303.08986","snapshot_observed_at":"2026-08-10T21:44:07.367883Z","title":"Deep Learning Weight Pruning with RMT-SVD: Increasing Accuracy and Reducing Overfitting","venue":"cs.LG","work_id":"1287cf36-78fa-493f-923a-bf97ec7fe60e","year":2023},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.303883Z"},"links":{"cited_paper":"/paper/2303.08986","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:a148c4f0a5a0c05c3eabd40305f1054fb7d2b387d586f1c284b81067cc61371e","observation_id":"d506f6b8-80dd-4c85-89ff-c0297b3416c3","resolution":{"observed_at":"2026-08-10T21:44:07.371926Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.562870Z","title":"Shcherbina, On Universality of Local Edge Regime for the Deformed Gaussian Unitary Ensemble, J","venue":null,"work_id":"2259ad45-ae66-4543-b242-b69fe9126c0f","year":2011},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.307674Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:587e4311b92cd4710f98d176ed2646a134214ca2ec89d71a06d39c8c175ba0c8","observation_id":"1af3a57a-3c70-4d68-a229-990acbd907e6","resolution":{"observed_at":"2026-08-10T21:44:07.567204Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.551286Z","title":"Russo, Deformed Cauchy random matrix ensembles and large N phase transitions","venue":null,"work_id":"b56d29c7-aace-440e-ad0f-90ce4f85b0c2","year":2020},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.311097Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:ca059c37321ec66abb8d77219ba4e22b9b20b6db14ec69c37ee4c1ec73c2e00d","observation_id":"9ee9173f-37bc-4a97-9969-d364481f79f4","resolution":{"observed_at":"2026-08-10T21:44:07.555553Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.12632","last_updated":"2024-11-14T01:30:01Z","snapshot_observed_at":"2026-08-11T03:37:20.475370Z","submitted_at":"2023-05-22T01:54:51Z","title":"Deformation of Marchenko-Pastur distribution for the correlated time series","version":2},"cited_work":{"arxiv_id":"2305.12632","doi":null,"metadata_source":"pith","pith_arxiv_id":"2305.12632","snapshot_observed_at":"2026-08-10T21:44:07.349297Z","title":"Deformation of Marchenko-Pastur distribution for the correlated time series","venue":"cond-mat.stat-mech","work_id":"1810c3a9-555b-455c-a6b4-098509fce214","year":2023},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.314260Z"},"links":{"cited_paper":"/paper/2305.12632","citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:9b673d630b2a320c891a9efcaec2bbcbe896769de13ac1ac1b6caad2429ec67b","observation_id":"fcb4b1dd-319d-4e93-8d8a-8c8e88cfd6df","resolution":{"observed_at":"2026-08-10T21:44:07.355933Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T21:44:07.540730Z","title":"Jachymski, I","venue":null,"work_id":"cef6436b-8cf1-4806-bffc-afdd667bd397","year":2024},"citing_paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points","version":2},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-10T21:44:07.318147Z"},"links":{"citing_paper":"/paper/2501.04182"},"observation_digest":"sha256:8089f391b5f6e276a04c1f4c1cd2b7cb39c08f88d6f1792b130f82f2a362b06e","observation_id":"c488a854-d8dc-4dff-8551-2cfe409a6577","resolution":{"observed_at":"2026-08-10T21:44:07.544202Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2501.04182","last_updated":"2025-07-07T13:24:15Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-11T15:31:40.759760Z","submitted_at":"2025-01-07T23:23:26Z","title":"Random weights of DNNs and emergence of fixed points"},"reference_resolution":{"displayed":36,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":11,"verified_exact":8,"verified_fuzzy":17},"total_outbound_references":36},"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":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"thesis":"As of 12 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2501.04182."}