Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:42:57.569582Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2506.04859.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:42:57.569582Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T01:13:11.483599Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T20:38:56.051653Z
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 047a01c1-68e4-4db3-bcc7-840f4a38ba77 · outbound
Sparse Autoencoders, Again? write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97f1bce6-7cdf-45b9-9272-1a34433dd024 · outbound
Sparse Autoencoders, Again? H., and Zoccolan, D
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 80d1cdd1-3b8c-479c-a6c5-150c3e0fb592 · outbound
Sparse Autoencoders, Again? L., Foster, D
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bfc2536-4d20-45d5-bd38-eda1a8984530 · outbound
Sparse Autoencoders, Again? Representation learning: A review and new perspectives
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dbd5e6e9-57d4-477e-8a1b-6c18b8530b96 · outbound
Sparse Autoencoders, Again? S., Li, Y., and Xu, Y
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bf8f387-6c4b-4728-bacb-53389d0163c8 · outbound
Sparse Autoencoders, Again? G., Bradley, H., O’Brien, K., Hallahan, E., Khan, M
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b38fa6b6-d449-4033-a94a-ed2f768f778a · outbound
Sparse Autoencoders, Again? and Kamp, Y
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 572a0c60-6ac3-43bc-b373-e25128a9beda · outbound
Sparse Autoencoders, Again? and Cranmer, K
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6a78c00f-6891-4009-bf1d-1cb5192c3dd2 · outbound
Sparse Autoencoders, Again? Towards monosemanticity: Decomposing language models with dictionary learning
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ee2bf206-173e-4399-a4d9-59ab4672f09e · outbound
Sparse Autoencoders, Again? Verifying the Union of Manifolds Hypothesis for Image Data
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca255f62-069f-44bf-8bc4-508f04af48e9 · outbound
Sparse Autoencoders, Again? J., Wakin, M
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 19d0010e-e077-44ea-b2c4-04c2f8cde30a · outbound
Sparse Autoencoders, Again? L., Loaiza-Ganem, G., Pleiss, G., and Cunningham, J
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2727699c-10c6-4acb-89b5-ea5bc808d372 · outbound
Sparse Autoencoders, Again? Evaluating Open-Source Sparse Autoencoders on Disentangling Factual Knowledge in GPT-2 Small
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 028a8772-0da3-4755-890f-14d5d032933d · outbound
Sparse Autoencoders, Again? Strong NP -hardness for sparse optimization with concave penalty functions
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 265ef5a6-c158-4744-b822-64908a3dfcd5 · outbound
Sparse Autoencoders, Again? Sparse autoencoders find highly interpretable features in language models
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 75717fbe-f168-46ed-9bdd-701f31a95f98 · outbound
Sparse Autoencoders, Again? Connections with robust PCA and the role of emergent sparsity in variational autoencoder models
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7058941b-8cff-442b-bfbd-ce7b720c0220 · outbound
Sparse Autoencoders, Again? On the value of infinite gradients in variational autoencoder models
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3e57861a-323c-45dd-b71f-e0f741597449 · outbound
Sparse Autoencoders, Again? The mnist database of handwritten digit images for machine learning research [best of the web]
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0070e335-7a3e-46da-9b05-11711ac12c27 · outbound
Sparse Autoencoders, Again? and Li, R
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 70e86fea-5a33-47f0-b0be-852ee31efce2 · outbound
Sparse Autoencoders, Again? Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9664ce13-f2b8-4250-89a4-b8cf444f4285 · outbound
Sparse Autoencoders, Again? Testing the manifold hypothesis
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7579c8e0-99a6-49ea-a96f-f8ec95852ca4 · outbound
Sparse Autoencoders, Again? The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68785061-1ef7-4e20-ba55-3692ac84c4bc · outbound
Sparse Autoencoders, Again? Scaling and evaluating sparse autoencoders
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b855131-94d2-4144-b559-e22390075a6f · outbound
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e5d569c-ccc6-4b11-a9ed-8f5d7bffd8d3 · outbound
Sparse Autoencoders, Again? Deep Learning, Chapter 14
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fe7b1c18-2c49-453d-91e2-5a65915523de · outbound
Sparse Autoencoders, Again? and Zemel, R
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 32a9776d-e11f-482f-b5c2-a2fa29c54535 · outbound
Sparse Autoencoders, Again? Denoising diffusion probabilistic models
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f1ddf7c-c7b3-49b5-980e-1ab5fcdb643d · outbound
Sparse Autoencoders, Again? On gauge freedom, conservativity and intrinsic dimensionality estimation in diffusion models
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dbca8b8-035e-441e-9e4a-7582a20ad91e · outbound
Sparse Autoencoders, Again? A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61531621-dd41-401b-b829-8d9698d3fcfd · outbound
Sparse Autoencoders, Again? and Welling, M
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bc6bdb6e-7e2e-4e20-9488-d962c335110c · outbound
Sparse Autoencoders, Again? Variational diffusion models
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 86cee92f-a1b9-431d-8877-bfe84125fa91 · outbound
Sparse Autoencoders, Again? Quantifying Feature Space Universality Across Large Language Models via Sparse Autoencoders
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 791e3859-b4c7-48ef-b568-c784944c35f6 · outbound
Sparse Autoencoders, Again? Mod\`eles connexionnistes de l'apprentissage
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 861ac944-c87f-4329-96aa-eee5f53552c1 · outbound
Sparse Autoencoders, Again? Understanding Diffusion Models: A Unified Perspective
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f625b9be-042a-483d-a9a5-e6ee785d7746 · outbound
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a8f491c-6862-41ad-8a8d-ec87ac8665b6 · outbound
Sparse Autoencoders, Again? and Nickel, M
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c4d6eb0c-d234-46b9-85eb-d4f28d2b5519 · outbound
Sparse Autoencoders, Again? Sparse Autoencoders for Hypothesis Generation
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ca275c7-acb5-4efb-a5bc-7749d06c0aa4 · outbound
Sparse Autoencoders, Again? Exploring generalization in deep learning
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b02de550-7ff8-4f8b-9560-ff1cd32f83ce · outbound
Sparse Autoencoders, Again? Sparse autoencoder
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a6735e9b-8a55-410b-acc4-3a9c45abdbd2 · outbound
Sparse Autoencoders, Again? X., Duderstadt, B., and Mulyar, A
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8c9acc4f-4005-41ed-8a10-78adb2c02934 · outbound
Sparse Autoencoders, Again? Disentangling Dense Embeddings with Sparse Autoencoders
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 151a16b0-4c85-4ef5-bc65-aaa0327b9577 · outbound
Sparse Autoencoders, Again? Sparse autoencoders learn monosemantic features in vision-language models
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e06401af-25b1-4891-8c09-b242649a1884 · outbound
Sparse Autoencoders, Again? Variational EM algorithms for non- G aussian latent variable models
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3ad849bf-8ad9-4649-9b22-dca91245e7e8 · outbound
Sparse Autoencoders, Again? Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cfa4a2cf-0b3d-49a9-add3-6cf7c5bc7955 · outbound
Sparse Autoencoders, Again? The Intrinsic Dimension of Images and Its Impact on Learning
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 956f543b-2361-4122-adc0-ef544d0f57de · outbound
Sparse Autoencoders, Again? Efficient learning of sparse representations with an energy-based model
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f726c795-3b2c-4845-a274-9bd2f8f61bc1 · outbound
Sparse Autoencoders, Again? Sparse feature learning for deep belief networks
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 81b8f300-1351-4b88-ad62-9e5cbd9c4018 · outbound
Sparse Autoencoders, Again? J., Mohamed, S., and Wierstra, D
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7150dc07-9270-462e-800f-7a1aa84cb253 · outbound
Sparse Autoencoders, Again? Learning internal representations by error propagation
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1de7e1ef-ec1c-48ef-99f4-ba87ea7c6bf2 · outbound
Sparse Autoencoders, Again? Deep unsupervised learning using nonequilibrium thermodynamics
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 78bfd071-39a6-4189-8e4e-aed5346112c3 · outbound
Sparse Autoencoders, Again? P., Batzolis, G., Deveney, T., and Sch \"o nlieb, C.-B
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7036f412-5686-4434-9c55-a6eb4f3a4e84 · outbound
Sparse Autoencoders, Again? Sparse autoencoders for scientifically rigorous interpretation of vision models
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f40a476e-19ca-40bc-8a62-693536493d63 · outbound
Sparse Autoencoders, Again? Lidl: Local intrinsic dimension estimation using approximate likelihood
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a68d91b0-2fcb-4ba1-9918-7dbf4c8bd689 · outbound
Sparse Autoencoders, Again? Marginalization is not marginal: N o bad VAE local minima when learning optimal sparse representations
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b6cc4fcb-9d0d-433a-83ab-ebc417e7f436 · outbound
Sparse Autoencoders, Again? Learning discriminative reconstructions for unsupervised outlier removal
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 35176020-f813-460d-9d07-51407ba2382f · outbound
Sparse Autoencoders, Again? Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7e23cd4-efbd-4129-b8ee-848a0b1bb086 · outbound
Sparse Autoencoders, Again? Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c6a881c5-2e72-4df5-981e-9851f7def90a · inbound
From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning Sparse Autoencoders, Again?
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.