Paper Citation Record · LEDGER

ATLAS: Learning to Optimally Memorize the Context at Test Time

As of 18 August 2026, this Paper Citation Record lists 98 of 98 outbound references and 28 inbound Pith citation observations for arXiv:2505.23735.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.23735 v1

Coverage vector

measured 98 of 98 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:44:22.594242Z

measured 126 of 126 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:33:18.786654Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T19:30:07.282576Z

Reference resolution

98 of 98 outbound references displayed

verified exact3
verified fuzzy28
unresolved64
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e93043e2-777d-4da2-b2b4-dc5933cd653c · outbound

This paper cites GPT-4 Technical Report.

ATLAS: Learning to Optimally Memorize the Context at Test Time GPT-4 Technical Report

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 764eca94-6fe7-44b2-9eea-4e3077db5f8e · outbound

This paper cites Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers.

ATLAS: Learning to Optimally Memorize the Context at Test Time Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:16.359487Z

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Observation d4b5616d-a55b-403c-b951-f6803d5e1e81 · outbound

This paper cites Zoology: Measuring and Improving Recall in Efficient Language Models.

ATLAS: Learning to Optimally Memorize the Context at Test Time Zoology: Measuring and Improving Recall in Efficient Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:16.437277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cc17647-feee-4097-a45c-71a57a2a11c1 · outbound

This paper cites Simple linear attention language models balance the recall-throughput tradeoff.

ATLAS: Learning to Optimally Memorize the Context at Test Time Simple linear attention language models balance the recall-throughput tradeoff

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:16.553961Z

Source-reported events for the cited work

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Observation 68025587-dae6-4a25-bfd0-eec8967af5cc · outbound

This paper cites Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes.

ATLAS: Learning to Optimally Memorize the Context at Test Time Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:16.643683Z

Source-reported events for the cited work

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Observation 6b90bace-42ed-411e-927f-b18eb84d832c · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

ATLAS: Learning to Optimally Memorize the Context at Test Time Neural Machine Translation by Jointly Learning to Align and Translate

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:16.742040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dbcbc77-0595-4ea0-83ac-08da5d80450b · outbound

This paper cites On the capabilities of multilayer perceptrons.

ATLAS: Learning to Optimally Memorize the Context at Test Time On the capabilities of multilayer perceptrons

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:44:23.900968Z

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 a43f832e-4b20-419b-8017-d721daa1d409 · outbound

This paper cites It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization.

ATLAS: Learning to Optimally Memorize the Context at Test Time It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:16.904838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82fd8be3-e8d8-44d4-898e-8719582a8c23 · outbound

This paper cites Titans: Learning to Memorize at Test Time.

ATLAS: Learning to Optimally Memorize the Context at Test Time Titans: Learning to Memorize at Test Time

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:17.006781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc41f3a-7936-4b35-8a07-1b9eedc8bc57 · outbound

This paper cites Low-rank bottleneck in multi-head attention models.

ATLAS: Learning to Optimally Memorize the Context at Test Time Low-rank bottleneck in multi-head attention models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:17.055155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20119822-ee70-42c5-b5c6-a5399d0392a1 · outbound

This paper cites Birth of a transformer: A memory viewpoint.

ATLAS: Learning to Optimally Memorize the Context at Test Time Birth of a transformer: A memory viewpoint

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2897e25a-aa78-48b4-a69b-d66969e23613 · outbound

This paper cites Piqa: Reasoning about physical commonsense in natural language.

ATLAS: Learning to Optimally Memorize the Context at Test Time Piqa: Reasoning about physical commonsense in natural language

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac5a0660-e9f6-4f5b-81d3-0e9d08d6db5c · outbound

This paper cites BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

ATLAS: Learning to Optimally Memorize the Context at Test Time BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Reference 13

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Source-reported events for the cited work

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Observation 668a9529-3a44-4e85-bd5c-695886be746f · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

ATLAS: Learning to Optimally Memorize the Context at Test Time Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:17.313969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4ec8455-943b-4016-9a31-e34c9ebf069a · outbound

This paper cites Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition.

ATLAS: Learning to Optimally Memorize the Context at Test Time Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition

Reference 15

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Source-reported events for the cited work

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Observation 40965cb2-7fc2-4b3d-9f57-f0a21ebdee0a · outbound

This paper cites Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations.

ATLAS: Learning to Optimally Memorize the Context at Test Time Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b5b940b-226f-41cf-906a-287e62745e47 · outbound

This paper cites One-Minute Video Generation with Test-Time Training.

ATLAS: Learning to Optimally Memorize the Context at Test Time One-Minute Video Generation with Test-Time Training

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:17.504063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99d1fc54-21c3-4ff0-95cc-dd031fa6a69e · outbound

This paper cites DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs.

ATLAS: Learning to Optimally Memorize the Context at Test Time DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:17.567195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12f39fef-2f66-46e0-8d60-94e58761bd1b · outbound

This paper cites Local polynomial modelling and its applications: monographs on statistics and applied probability 66.

ATLAS: Learning to Optimally Memorize the Context at Test Time Local polynomial modelling and its applications: monographs on statistics and applied probability 66

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e5852c3-c194-4cd0-b8ad-3d20268f8375 · outbound

This paper cites Towards scalable and stable paralleliza- tion of nonlinear rnns.

ATLAS: Learning to Optimally Memorize the Context at Test Time Towards scalable and stable paralleliza- tion of nonlinear rnns

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 524e251d-7c6c-4168-a79c-d42ae1542b73 · outbound

This paper cites Liquid Structural State-Space Models.

ATLAS: Learning to Optimally Memorize the Context at Test Time Liquid Structural State-Space Models

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7081f72f-6da4-4bdb-824c-7d48c125f266 · outbound

This paper cites CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory.

ATLAS: Learning to Optimally Memorize the Context at Test Time CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46335500-f60d-42b6-b155-b0089cdddc03 · outbound

This paper cites The organization of behavior: A neuropsychological theory.

ATLAS: Learning to Optimally Memorize the Context at Test Time The organization of behavior: A neuropsychological theory

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f750fee-84bb-43d1-af16-59dc769160c4 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

ATLAS: Learning to Optimally Memorize the Context at Test Time Gaussian Error Linear Units (GELUs)

Reference 24

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Observation 28978044-227a-4024-8128-3b20dc54c6a7 · outbound

This paper cites Neural networks and physical systems with emergent collective computational abilities.

ATLAS: Learning to Optimally Memorize the Context at Test Time Neural networks and physical systems with emergent collective computational abilities

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ea50250-8084-4bd3-b683-4f8d306cdd46 · outbound

This paper cites RULER: What’s the Real Context Size of Your Long-Context Language Models?.

ATLAS: Learning to Optimally Memorize the Context at Test Time RULER: What’s the Real Context Size of Your Long-Context Language Models?

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7845d763-44d0-481a-97aa-0072229a5f4b · outbound

This paper cites Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes.

ATLAS: Learning to Optimally Memorize the Context at Test Time Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:44:23.465951Z

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 739b6c50-a19b-4ec5-ab0a-d80019037671 · outbound

This paper cites Transformer quality in linear time.

ATLAS: Learning to Optimally Memorize the Context at Test Time Transformer quality in linear time

Reference 28

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Source-reported events for the cited work

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Observation ee76174c-cceb-47e4-94fb-26adcc39d5a3 · outbound

This paper cites Learning capability and storage capacity of two-hidden-layer feedforward networks.

ATLAS: Learning to Optimally Memorize the Context at Test Time Learning capability and storage capacity of two-hidden-layer feedforward networks

Reference 29

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Source-reported events for the cited work

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Observation 793c3aa9-8277-4f16-a887-b3bbd0ec1a74 · outbound

This paper cites Going beyond linear transformers with recurrent fast weight programmers.

ATLAS: Learning to Optimally Memorize the Context at Test Time Going beyond linear transformers with recurrent fast weight programmers

Reference 30

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Observation d9f982d1-524e-4ef8-ab1c-8931065d1d40 · outbound

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ATLAS: Learning to Optimally Memorize the Context at Test Time Muon: An optimizer for hidden layers in neural networks

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa0788f-2e73-49d0-ae33-80eddcaae43b · outbound

This paper cites PolySketchFormer: Fast Transformers via Sketching Polyno- mial Kernels.

ATLAS: Learning to Optimally Memorize the Context at Test Time PolySketchFormer: Fast Transformers via Sketching Polyno- mial Kernels

Reference 32

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Source-reported events for the cited work

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Observation c5cb2e5a-5860-4e26-a0b4-a57b615a3ee6 · outbound

This paper cites PolySketchFormer: Fast Transformers via Sketching Polyno- mial Kernels.

ATLAS: Learning to Optimally Memorize the Context at Test Time PolySketchFormer: Fast Transformers via Sketching Polyno- mial Kernels

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:18.672303Z

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Observation c826f42f-2089-4fef-a18e-40fb39da9941 · outbound

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ATLAS: Learning to Optimally Memorize the Context at Test Time Gemma 3 Technical Report

Reference 34

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Observation 7d91f95f-bc61-4607-8621-7e75060c3b99 · outbound

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ATLAS: Learning to Optimally Memorize the Context at Test Time Karami and V

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:27.715760Z

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 8d8a731a-8e09-42a9-a0a3-1003d802ba7d · outbound

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ATLAS: Learning to Optimally Memorize the Context at Test Time Finetuning Pretrained Transformers into RNNs

Reference 36

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Observation 23391a9d-e69b-449e-921f-cd34c2e5537d · outbound

This paper cites Transformers are rnns: Fast au- toregressive transformers with linear attention.

ATLAS: Learning to Optimally Memorize the Context at Test Time Transformers are rnns: Fast au- toregressive transformers with linear attention

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa3c12a7-8413-4cd5-907f-f3883409c2ec · outbound

This paper cites Are you smarter than a sixth grader? textbook question answering for multimodal machine comprehension.

ATLAS: Learning to Optimally Memorize the Context at Test Time Are you smarter than a sixth grader? textbook question answering for multimodal machine comprehension

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:27.526884Z

Source-reported events for the cited work

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Observation 4081d646-69d8-4d30-a368-29927fabab8a · outbound

This paper cites Hierarchical Associative Memory.

ATLAS: Learning to Optimally Memorize the Context at Test Time Hierarchical Associative Memory

Reference 39

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Source-reported events for the cited work

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ATLAS: Learning to Optimally Memorize the Context at Test Time Dense associative memory for pattern recognition

Reference 40

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Source-reported events for the cited work

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Observation 64f56b0d-0c45-43b1-8d7b-159e1968078a · outbound

This paper cites BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack.

ATLAS: Learning to Optimally Memorize the Context at Test Time BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:27.071658Z

Source-reported events for the cited work

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Observation 133c760c-983d-4277-bcd8-9feeefb73aeb · outbound

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ATLAS: Learning to Optimally Memorize the Context at Test Time Natural questions: a benchmark for question answering research

Reference 42

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Source-reported events for the cited work

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This paper cites A Survey on Long Video Generation: Challenges, Methods, and Prospects.

ATLAS: Learning to Optimally Memorize the Context at Test Time A Survey on Long Video Generation: Challenges, Methods, and Prospects

Reference 43

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Source-reported events for the cited work

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ATLAS: Learning to Optimally Memorize the Context at Test Time On the expressive power of modern hopfield networks

Reference 44

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Source-reported events for the cited work

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Observation 0ac28b72-2457-4be5-a606-a2f1ef9ea984 · outbound

This paper cites Parallelizing non-linear sequential models over the sequence length.

ATLAS: Learning to Optimally Memorize the Context at Test Time Parallelizing non-linear sequential models over the sequence length

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:26.653974Z

Source-reported events for the cited work

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Observation 05c998bb-ed52-4e59-a899-a7ab0f404288 · outbound

This paper cites Longhorn: State Space Models are Amortized Online Learners.

ATLAS: Learning to Optimally Memorize the Context at Test Time Longhorn: State Space Models are Amortized Online Learners

Reference 46

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 733a6fbf-dee4-45b7-9d0f-322e9e3efc70 · outbound

This paper cites Lost in the middle: How language models use long contexts.

ATLAS: Learning to Optimally Memorize the Context at Test Time Lost in the middle: How language models use long contexts

Reference 47

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa6e836-163a-4c86-b42c-e3317fc857b2 · outbound

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ATLAS: Learning to Optimally Memorize the Context at Test Time Openceres: When open information extraction meets the semi-structured web

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:26.478808Z

Source-reported events for the cited work

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Observation c7d34e3f-c0b9-4043-bbdf-0ee69f93a960 · outbound

This paper cites Exponential capacity of dense associative memories.

ATLAS: Learning to Optimally Memorize the Context at Test Time Exponential capacity of dense associative memories

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:26.310069Z

Source-reported events for the cited work

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Observation 4b532e65-6401-4aed-bbb7-1407280480b7 · outbound

This paper cites Pointer Sentinel Mixture Models.

ATLAS: Learning to Optimally Memorize the Context at Test Time Pointer Sentinel Mixture Models

Reference 50

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Source-reported events for the cited work

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This paper cites The Illusion of State in State-Space Models.

ATLAS: Learning to Optimally Memorize the Context at Test Time The Illusion of State in State-Space Models

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:26.179723Z

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 b5f8f91a-b17d-4a34-a3bf-a631215c4aa7 · outbound

This paper cites On the number of linear regions of deep neural networks.

ATLAS: Learning to Optimally Memorize the Context at Test Time On the number of linear regions of deep neural networks

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:26.074333Z

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 91245960-6a1f-4453-9f1c-11d7521d6d0a · outbound

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ATLAS: Learning to Optimally Memorize the Context at Test Time Metalearned neural memory

Reference 53

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Source-reported events for the cited work

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Observation 946ce6eb-a336-4616-9864-4809bfcd7af4 · outbound

This paper cites Neural semantic encoders.

ATLAS: Learning to Optimally Memorize the Context at Test Time Neural semantic encoders

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:25.953063Z

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 5f0170e4-8f0b-411b-b1f9-ce2b259bc9b4 · outbound

This paper cites The LAMBADA dataset: Word prediction requiring a broad discourse context.

ATLAS: Learning to Optimally Memorize the Context at Test Time The LAMBADA dataset: Word prediction requiring a broad discourse context

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:19.889853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2fe2ee8-e9c7-4042-bb9a-7e587d61e46e · outbound

This paper cites On the number of response regions of deep feed forward networks with piece-wise linear activations.

ATLAS: Learning to Optimally Memorize the Context at Test Time On the number of response regions of deep feed forward networks with piece-wise linear activations

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:19.929432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e0cdc5a-3643-4495-aa2a-fa7d9dc30b80 · outbound

This paper cites The fineweb datasets: Decanting the web for the finest text data at scale.

ATLAS: Learning to Optimally Memorize the Context at Test Time The fineweb datasets: Decanting the web for the finest text data at scale

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:25.853611Z

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 974dc176-ce33-47c1-ad83-b154d7032256 · outbound

This paper cites RWKV: Reinventing RNNs for the Transformer Era.

ATLAS: Learning to Optimally Memorize the Context at Test Time RWKV: Reinventing RNNs for the Transformer Era

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:25.724072Z

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 587451e4-bf4c-4904-8f24-b5dbaf727e39 · outbound

This paper cites Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence.

ATLAS: Learning to Optimally Memorize the Context at Test Time Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.061247Z

Source-reported events for the cited work

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Observation c99c4a40-abb0-4a5b-85b8-9531e0d73adb · outbound

This paper cites RWKV-7 "Goose" with Expressive Dynamic State Evolution.

ATLAS: Learning to Optimally Memorize the Context at Test Time RWKV-7 "Goose" with Expressive Dynamic State Evolution

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.131118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a74b312b-ed80-467d-89fe-9b54d11ce7f4 · outbound

This paper cites Mechanistic Design and Scaling of Hybrid Architectures.

ATLAS: Learning to Optimally Memorize the Context at Test Time Mechanistic Design and Scaling of Hybrid Architectures

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.173527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e36aea-7c8a-4f12-a9e4-b3dd25d0d819 · outbound

This paper cites Neural network capacity using delta rule.

ATLAS: Learning to Optimally Memorize the Context at Test Time Neural network capacity using delta rule

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.211189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e8ec45d-f332-48d7-8ecb-2ddd75252ab7 · outbound

This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

ATLAS: Learning to Optimally Memorize the Context at Test Time SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.272009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77532529-3e2a-46e7-8457-a48f3f4d420a · outbound

This paper cites Hopfield Networks is All You Need.

ATLAS: Learning to Optimally Memorize the Context at Test Time Hopfield Networks is All You Need

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:25.581649Z

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 d8217d6e-6a6e-4252-8ef6-aa80903612cd · outbound

This paper cites Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling.

ATLAS: Learning to Optimally Memorize the Context at Test Time Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.430533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b46b00c-896d-4170-a50d-ac0eb27a2f5c · outbound

This paper cites Winogrande: An adversarial winograd schema challenge at scale.

ATLAS: Learning to Optimally Memorize the Context at Test Time Winogrande: An adversarial winograd schema challenge at scale

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.493286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0f0c553-4199-4444-922d-9b2cb0171f7b · outbound

This paper cites Social IQa: Commonsense Reasoning about Social Interactions.

ATLAS: Learning to Optimally Memorize the Context at Test Time Social IQa: Commonsense Reasoning about Social Interactions

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.530569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97196d38-addb-4102-b3fb-c4afe3fea3d4 · outbound

This paper cites The dynamics of gradient descent for overparametrized neural networks.

ATLAS: Learning to Optimally Memorize the Context at Test Time The dynamics of gradient descent for overparametrized neural networks

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:25.438522Z

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 a515b57b-a624-4168-bbdd-b65db70e3b07 · outbound

This paper cites Linear transformers are secretly fast weight programmers.

ATLAS: Learning to Optimally Memorize the Context at Test Time Linear transformers are secretly fast weight programmers

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.715932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42d04739-edbd-4e5a-8cdd-7f71730a0d97 · outbound

This paper cites Learning to control fast-weight memories: An alternative to recurrent nets. Accepted for publication in.

ATLAS: Learning to Optimally Memorize the Context at Test Time Learning to control fast-weight memories: An alternative to recurrent nets. Accepted for publication in

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.846440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bca0de13-8979-42ba-babb-00f13ccec444 · outbound

This paper cites Reducing the ratio between learning complexity and number of time varying variables in fully recurrent nets.

ATLAS: Learning to Optimally Memorize the Context at Test Time Reducing the ratio between learning complexity and number of time varying variables in fully recurrent nets

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.918564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 396bfd40-031a-49c4-95f0-bbcae3bb32d5 · outbound

This paper cites Long Short-term Memory.

ATLAS: Learning to Optimally Memorize the Context at Test Time Long Short-term Memory

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:20.959169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb60a949-6fa9-4c1a-a706-3c27e74e4216 · outbound

This paper cites Implicit Language Models are RNNs: Balancing Parallelization and Expressivity.

ATLAS: Learning to Optimally Memorize the Context at Test Time Implicit Language Models are RNNs: Balancing Parallelization and Expressivity

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:21.006670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9674b266-1441-44c7-8df8-4c3b6f29e33b · outbound

This paper cites Adjustment of an inverse matrix corresponding to a change in one element of a given matrix.

ATLAS: Learning to Optimally Memorize the Context at Test Time Adjustment of an inverse matrix corresponding to a change in one element of a given matrix

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:25.308331Z

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 19a7f80a-5a87-4d90-bf05-f6ffab0ea947 · outbound

This paper cites DeltaProduct: Increasing the Expressivity of DeltaNet Through Products of Householders.

ATLAS: Learning to Optimally Memorize the Context at Test Time DeltaProduct: Increasing the Expressivity of DeltaNet Through Products of Householders

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:21.099935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f534dec2-59b2-4ad6-9365-424e8d16a5ff · outbound

This paper cites Simplified State Space Layers for Sequence Modeling.

ATLAS: Learning to Optimally Memorize the Context at Test Time Simplified State Space Layers for Sequence Modeling

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:25.217819Z

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 365dfb05-c86b-4015-b11f-8730592e98f8 · outbound

This paper cites Learning to (Learn at Test Time): RNNs with Expressive Hidden States.

ATLAS: Learning to Optimally Memorize the Context at Test Time Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:21.337486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d833f32-d747-4719-9b7f-123fe2bc36fc · outbound

This paper cites Retentive Network: A Successor to Transformer for Large Language Models.

ATLAS: Learning to Optimally Memorize the Context at Test Time Retentive Network: A Successor to Transformer for Large Language Models

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:21.379960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baeed0a2-d8f7-4810-96ed-3bad0a7f7f12 · outbound

This paper cites Learning and memory: Basic principles, processes, and procedures.

ATLAS: Learning to Optimally Memorize the Context at Test Time Learning and memory: Basic principles, processes, and procedures

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:21.445209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14ed0c6c-f08c-4870-bdc7-f84da380ce5e · outbound

This paper cites On the Resurgence of Recurrent Models for Long Sequences -- Survey and Research Opportunities in the Transformer Era.

ATLAS: Learning to Optimally Memorize the Context at Test Time On the Resurgence of Recurrent Models for Long Sequences -- Survey and Research Opportunities in the Transformer Era

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:21.493894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8b33804-d530-4353-bdd1-590e87cc07c8 · outbound

This paper cites Attention is All you Need.

ATLAS: Learning to Optimally Memorize the Context at Test Time Attention is All you Need

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:25.103904Z

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 ee67979d-b995-4e61-9598-ffee220492d9 · outbound

This paper cites Uncovering mesa-optimization algorithms in Transformers.

ATLAS: Learning to Optimally Memorize the Context at Test Time Uncovering mesa-optimization algorithms in Transformers

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:21.592813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d178049-daf8-48e6-a22e-b814077725a1 · outbound

This paper cites Test-time regression: a unifying framework for designing sequence models with associative memory.

ATLAS: Learning to Optimally Memorize the Context at Test Time Test-time regression: a unifying framework for designing sequence models with associative memory

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:21.637138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15264af3-557b-4134-b0e0-a07671cd254f · outbound

This paper cites RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval.

ATLAS: Learning to Optimally Memorize the Context at Test Time RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:21.680275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db8b652-f0b7-4ee9-bf38-63011a2a5715 · outbound

This paper cites Adaptive switching circuits.

ATLAS: Learning to Optimally Memorize the Context at Test Time Adaptive switching circuits

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:25.007354Z

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 2a55f7dc-3155-492e-aa39-565dd20d6f28 · outbound

This paper cites Non-holographic associative memory.

ATLAS: Learning to Optimally Memorize the Context at Test Time Non-holographic associative memory

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:24.919268Z

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 d3daed30-902b-4794-be2a-b3dccf7d7a1e · outbound

This paper cites Gated Delta Networks: Improving Mamba2 with Delta Rule.

ATLAS: Learning to Optimally Memorize the Context at Test Time Gated Delta Networks: Improving Mamba2 with Delta Rule

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:21.969608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d870039-d0b8-439b-be1c-506dea357cc3 · outbound

This paper cites Gated Linear Attention Transformers with Hardware-Efficient Training.

ATLAS: Learning to Optimally Memorize the Context at Test Time Gated Linear Attention Transformers with Hardware-Efficient Training

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:24.861595Z

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 044357a8-ec67-47f6-846e-b494654f5cac · outbound

This paper cites Parallelizing linear transformers with the delta rule over sequence length.

ATLAS: Learning to Optimally Memorize the Context at Test Time Parallelizing linear transformers with the delta rule over sequence length

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:24.778233Z

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 2effa81f-02e4-420f-82be-61694b84a7fb · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

ATLAS: Learning to Optimally Memorize the Context at Test Time HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:22.122924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79dcd8b9-279d-4050-96f4-ef5abcf90655 · outbound

This paper cites An Analysis of Attention via the Lens of Exchangeability and Latent Variable Models.

ATLAS: Learning to Optimally Memorize the Context at Test Time An Analysis of Attention via the Lens of Exchangeability and Latent Variable Models

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:22.157650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 132f558f-4928-4074-aa66-eebf42b34df9 · outbound

This paper cites In the inner optimization loop, all other parameters from the model are considered hyperparameters and are fixed and not optimized.

ATLAS: Learning to Optimally Memorize the Context at Test Time In the inner optimization loop, all other parameters from the model are considered hyperparameters and are fixed and not optimized

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:24.714316Z

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 9cf26443-72a9-490e-b70d-0d950d96d135 · outbound

This paper cites B.1 Examples As an example, one can define the linear attention as the optimization of dot-product similarity with gradient descent: i.e., ˜ℓ𝑡 :=⟨M𝑡−1k𝑡, v𝑡⟩.

ATLAS: Learning to Optimally Memorize the Context at Test Time B.1 Examples As an example, one can define the linear attention as the optimization of dot-product similarity with gradient descent: i.e., ˜ℓ𝑡 :=⟨M𝑡−1k𝑡, v𝑡⟩

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:24.643471Z

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 b48a6b58-038f-4493-9b60-f4cbf20db67f · outbound

This paper cites low-rank bottleneck.

ATLAS: Learning to Optimally Memorize the Context at Test Time low-rank bottleneck

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:24.530274Z

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 53a32e66-7ba3-4441-97aa-e1abd61b05e4 · outbound

This paper cites D.4 Atlas In the Atlas, we use the same internal objective as OmegaNet but we optimize it using Muon optimizer (Jordan et al.

ATLAS: Learning to Optimally Memorize the Context at Test Time D.4 Atlas In the Atlas, we use the same internal objective as OmegaNet but we optimize it using Muon optimizer (Jordan et al

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:24.458134Z

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 b228bbde-34a0-4792-bf98-1432bc98f866 · outbound

This paper cites 2025; Behrouz, Zhong, et al.

ATLAS: Learning to Optimally Memorize the Context at Test Time 2025; Behrouz, Zhong, et al

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:24.218875Z

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 a5c0f29f-ed0b-4b9c-b719-ddc729cd0a78 · outbound

This paper cites an unresolved cited work.

ATLAS: Learning to Optimally Memorize the Context at Test Time Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:44:24.088409Z

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 161926fb-025d-4049-8c7e-2313b36ac155 · outbound

This paper cites That is, M𝑡 =𝛼𝑡M𝑡−1+ Newton-schulz5(S𝑡) (57) S𝑡 =𝜃𝑡S𝑡−1− 𝑡∑︁ 𝑖=𝑡−𝑐+1 𝜂(𝑡) 𝑖 ∇∥M𝑡−1(𝜙(k𝑖))− v𝑖∥2.

ATLAS: Learning to Optimally Memorize the Context at Test Time That is, M𝑡 =𝛼𝑡M𝑡−1+ Newton-schulz5(S𝑡) (57) S𝑡 =𝜃𝑡S𝑡−1− 𝑡∑︁ 𝑖=𝑡−𝑐+1 𝜂(𝑡) 𝑖 ∇∥M𝑡−1(𝜙(k𝑖))− v𝑖∥2

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:24.380709Z

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.

Pith citing papers

Observation f2dd94e4-9d53-4bf0-83ce-caa112890040 · inbound

MesaNet: Sequence Modeling by Locally Optimal Test-Time Training cites this paper.

MesaNet: Sequence Modeling by Locally Optimal Test-Time Training ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:12.623623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee45897e-512b-43a3-b607-1404e6d70a17 · inbound

Cartridges: Lightweight and general-purpose long context representations via self-study cites this paper.

Cartridges: Lightweight and general-purpose long context representations via self-study ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:25.586717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c89d7533-c696-400b-9181-df9087f04c47 · inbound

A Survey on Latent Reasoning cites this paper.

A Survey on Latent Reasoning ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:14:22.085476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d58973ec-a760-467b-868e-1c3284144ef1 · inbound

Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures cites this paper.

Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:15:47.537098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4087ccae-b17e-4eb0-83ee-e26bf4a61c64 · inbound

KRAFT: A Knowledge Graph-Based Framework for Automated Map Conflation cites this paper.

KRAFT: A Knowledge Graph-Based Framework for Automated Map Conflation ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T16:33:18.786654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a88c6d3-38f2-435a-81e3-042c953e7f23 · inbound

Kimi Linear: An Expressive, Efficient Attention Architecture cites this paper.

Kimi Linear: An Expressive, Efficient Attention Architecture ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:49:10.676753Z

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 d6a80bfe-9f95-4cb2-8fb6-68872621c452 · inbound

Higher-order Linear Attention cites this paper.

Higher-order Linear Attention ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:05:47.411914Z

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 7d74f784-2f8c-47a7-99cd-18d493e89dfc · inbound

Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training cites this paper.

Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:30:29.428699Z

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 a5fcc9cd-c013-4449-803f-49397af597da · inbound

ViT$^3$: Unlocking Test-Time Training in Vision cites this paper.

ViT$^3$: Unlocking Test-Time Training in Vision ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:01:28.565265Z

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 adbfb8f6-052b-4c57-ac12-f011add2e287 · inbound

Test-Time Training with KV Binding Is Secretly Linear Attention cites this paper.

Test-Time Training with KV Binding Is Secretly Linear Attention ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:41:32.751261Z

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 1c34e7f2-9bc9-4425-a69e-3ee15492f910 · inbound

Beyond Test-Time Memory: State-Space Optimal Control for LLM Reasoning cites this paper.

Beyond Test-Time Memory: State-Space Optimal Control for LLM Reasoning ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-15T12:09:16.468055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45713797-2934-4b8d-82ea-231ba4c3b630 · inbound

Mem3R: Streaming 3D Reconstruction with Hybrid Memory via Test-Time Training cites this paper.

Mem3R: Streaming 3D Reconstruction with Hybrid Memory via Test-Time Training ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:25:50.747862Z

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 9ca0a74b-540b-4f02-a3a8-ce6baf61bc81 · inbound

Fast Spatial Memory with Elastic Test-Time Training cites this paper.

Fast Spatial Memory with Elastic Test-Time Training ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:35:50.000298Z

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 5170ae57-cfc2-42ad-9ecf-98d60cbc82cf · inbound

DexWorldModel: Causal Latent World Modeling towards Automated Learning of Embodied Tasks cites this paper.

DexWorldModel: Causal Latent World Modeling towards Automated Learning of Embodied Tasks ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:20:59.486932Z

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 939b283f-c44a-4a6f-9de8-66075a7d0af4 · inbound

Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration cites this paper.

Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:10:23.480004Z

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 80e48216-9297-4d91-99d5-4ad77f3262de · inbound

Preconditioned DeltaNet: Curvature-aware Sequence Modeling for Linear Recurrences cites this paper.

Preconditioned DeltaNet: Curvature-aware Sequence Modeling for Linear Recurrences ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:19:46.550020Z

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 fe4e1de6-140d-42b0-bfa5-f62fe14c6766 · inbound

Linearizing Vision Transformer with Test-Time Training cites this paper.

Linearizing Vision Transformer with Test-Time Training ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:25:48.704906Z

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 53f23a17-aaae-4e4d-adf4-d85a644a9342 · inbound

Linearizing Vision Transformer with Test-Time Training cites this paper.

Linearizing Vision Transformer with Test-Time Training ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-01T00:45:12.477760Z

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 375b403f-05fe-4862-b9f6-83e1e723134f · inbound

MDN: Parallelizing Stepwise Momentum for Delta Linear Attention cites this paper.

MDN: Parallelizing Stepwise Momentum for Delta Linear Attention ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:41:11.660371Z

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 5fd9483a-c6aa-4b2c-8e1e-7c934fb8e84f · inbound

OSDN: Improving Delta Rule with Provable Online Preconditioning in Linear Attention cites this paper.

OSDN: Improving Delta Rule with Provable Online Preconditioning in Linear Attention ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:09:23.240619Z

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 89184193-11d1-49e8-b5f6-246a204ef326 · inbound

Memory by Design: Probabilistic Sequence Layers cites this paper.

Memory by Design: Probabilistic Sequence Layers ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:26:12.812167Z

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 904ba499-d49e-4ed0-ab7c-99a2e777c153 · inbound

AURA: Action-Gated Memory for Robot Policies at Constant VRAM cites this paper.

AURA: Action-Gated Memory for Robot Policies at Constant VRAM ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:16:24.348200Z

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 439563a3-65ad-4d31-9745-b4944eddb58a · inbound

Tapered Language Models cites this paper.

Tapered Language Models ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:09:44.024836Z

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 09523bad-258d-4fa7-b08a-d0e83fe52654 · inbound

Lifelong In-Context Learning with Transformers Requires Parametric Forms of Attention cites this paper.

Lifelong In-Context Learning with Transformers Requires Parametric Forms of Attention ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:30:07.284085Z

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 4de715e5-6bbe-4e3b-9aa6-a1f599f6a80b · inbound

Beyond Perplexity: A Behavioral Evaluation Framework for Deployment-Memory Claims in LLM Test-Time Training cites this paper.

Beyond Perplexity: A Behavioral Evaluation Framework for Deployment-Memory Claims in LLM Test-Time Training ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:46:58.724354Z

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 3ca04100-6fb7-408f-ace7-23151fb44e94 · inbound

Black-Mamba: Biologically-Inspired Leaky Accumulation for Conceptual Knowledge under Distribution Drift cites this paper.

Black-Mamba: Biologically-Inspired Leaky Accumulation for Conceptual Knowledge under Distribution Drift ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T14:02:33.967496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95c165b9-5fa4-4c95-94d3-e8bb32be50bf · inbound

Memoir: Should a Model Write to Its Memory While It Thinks? cites this paper.

Memoir: Should a Model Write to Its Memory While It Thinks? ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T09:25:22.804234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb89478b-d96b-4b96-9d28-e45638da37ca · inbound

Modular TTT: Rethinking Test-Time Training as Composable Modules cites this paper.

Modular TTT: Rethinking Test-Time Training as Composable Modules ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T14:49:00.055105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.