Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:58:23.967907Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 2 inbound Pith citation observations for arXiv:2504.19561.
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 2026-08-16T05:58:23.967907Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T23:29:02.457697Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
79 of 79 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation f3865c88-51f1-4e6c-b53b-6da7537a7bab · outbound
Quantifying Memory Utilization with Effective State-Size write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f31c8a7-7e4c-40e9-b9d9-8c6f4db37630 · outbound
Quantifying Memory Utilization with Effective State-Size Quantifying Attention Flow in Transformers
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 298aed03-ac8c-4dc4-889e-54ede1686ef4 · outbound
Quantifying Memory Utilization with Effective State-Size Stochastic theory of minimal realization
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9064800c-cd64-4f69-9002-fdc7e583b64a · outbound
Quantifying Memory Utilization with Effective State-Size In-Context Language Learning: Architectures and Algorithms
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5f02e5e-d6c3-4e62-9b56-de612b6fdc71 · outbound
Quantifying Memory Utilization with Effective State-Size The Hidden Attention of Mamba Models
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5f50f86-bf7c-487d-8c0e-88e89bcdd8e6 · outbound
Quantifying Memory Utilization with Effective State-Size Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d6a5638-e8f3-4e0e-9d76-0c8b5cbfff94 · outbound
Quantifying Memory Utilization with Effective State-Size When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18ce4659-008c-4b74-92c1-2df2f6a37e25 · outbound
Quantifying Memory Utilization with Effective State-Size Zoology: Measuring and Improving Recall in Efficient Language Models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a105404-ab9c-4a06-9e11-d843e60f241c · outbound
Quantifying Memory Utilization with Effective State-Size Simple linear attention language models balance the recall-throughput tradeoff
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65e9fe45-6fdd-4cd8-b920-fc0bb3957590 · outbound
Quantifying Memory Utilization with Effective State-Size Using Fast Weights to Attend to the Recent Past
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff4d40ff-54d4-429e-8e32-aed83ab148d3 · outbound
Quantifying Memory Utilization with Effective State-Size Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7a2c7354-354e-4573-b690-7d0f7a6de6e3 · outbound
Quantifying Memory Utilization with Effective State-Size Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96bec6c7-381b-4510-b8ec-d540c0c4ab36 · outbound
Quantifying Memory Utilization with Effective State-Size Low-Rank Bottleneck in Multi-head Attention Models
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 508a8e6e-da07-422b-b029-35fcfc7f24c2 · outbound
Quantifying Memory Utilization with Effective State-Size Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb8effd7-8e51-4462-96de-8dd11e260ddb · outbound
Quantifying Memory Utilization with Effective State-Size Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c48da62-3147-417e-9876-502b6b805360 · outbound
Quantifying Memory Utilization with Effective State-Size Linear System Theory and Design
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 261229f5-e88b-448d-ba28-b325083b57c1 · outbound
Quantifying Memory Utilization with Effective State-Size Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fa4d082-08dd-4cc4-90f1-f21da8c1df1d · outbound
Quantifying Memory Utilization with Effective State-Size Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a498db1f-0208-4a72-8b46-31452e6c3dfc · outbound
Quantifying Memory Utilization with Effective State-Size and van der Veen, A
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ad60ffc0-f7b3-41d0-92cd-98b69c53733d · outbound
Quantifying Memory Utilization with Effective State-Size Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5a0b2d2-c0f0-49c4-9448-80fe8a58df4a · outbound
Quantifying Memory Utilization with Effective State-Size Augmented Neural ODEs
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce426964-76f1-42be-9e66-c9b7f49b228a · outbound
Quantifying Memory Utilization with Effective State-Size A mathematical framework for transformer circuits
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eca2b1a5-086e-49a4-8197-0b2c1877e5c8 · outbound
Quantifying Memory Utilization with Effective State-Size Hungry Hungry Hippos: Towards Language Modeling with State Space Models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0efbf33-3db2-4fdc-8378-26176d198f94 · outbound
Quantifying Memory Utilization with Effective State-Size and Juang, J.-N
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3d0686c8-79b8-4cb1-ad91-0e6fd608ab52 · outbound
Quantifying Memory Utilization with Effective State-Size Zamba: A Compact 7B SSM Hybrid Model
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a8225d3-9185-4933-920d-6337f441e113 · outbound
Quantifying Memory Utilization with Effective State-Size and Bengio, Y
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1475bf26-17eb-47ae-92fb-e5dfb8655a7b · outbound
Quantifying Memory Utilization with Effective State-Size Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fb5d34d-f589-4a61-bca9-853c28495e7b · outbound
Quantifying Memory Utilization with Effective State-Size Efficiently Modeling Long Sequences with Structured State Spaces
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc70b5e6-007d-49ff-8086-144bf1262750 · outbound
Quantifying Memory Utilization with Effective State-Size On the Parameterization and Initialization of Diagonal State Space Models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a9ab19c-dd64-46e9-8937-071553669d13 · outbound
Quantifying Memory Utilization with Effective State-Size Liquid Structural State-Space Models
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b194dc0d-158c-49b2-bff5-b8bea726b8e6 · outbound
Quantifying Memory Utilization with Effective State-Size Measuring Massive Multitask Language Understanding
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bef55f7f-ad44-4685-8c89-8e8160ac18af · outbound
Quantifying Memory Utilization with Effective State-Size Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9d1d56f-207f-4abc-a0cd-7e25b9afc12b · outbound
Quantifying Memory Utilization with Effective State-Size and Schmidhuber, J
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f84f8553-6cce-4013-b6d8-b7fef7d96a1c · outbound
Quantifying Memory Utilization with Effective State-Size Training Compute-Optimal Large Language Models
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddc612ac-8d82-4907-b004-d9e130be441a · outbound
Quantifying Memory Utilization with Effective State-Size Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee190d5a-3038-4839-87ec-5264e1c73eb0 · outbound
Quantifying Memory Utilization with Effective State-Size 1D Convolutional Neural Networks and Applications: A Survey
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aa4e30e-0fc1-49af-9171-29d9e778c53b · outbound
Quantifying Memory Utilization with Effective State-Size Jamba: A Hybrid Transformer-Mamba Language Model
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7b18125-b4a4-43f9-810f-c38772faa455 · outbound
Quantifying Memory Utilization with Effective State-Size and Picci, G
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 65af2bc4-31bc-49d6-a5a5-5c6669f14a24 · outbound
Quantifying Memory Utilization with Effective State-Size System Identification: Theory for the User
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6d394a66-5962-4f39-8feb-254a7b70d0b6 · outbound
Quantifying Memory Utilization with Effective State-Size Decoupled Weight Decay Regularization
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c40e8716-c8c9-44ac-bbd8-a835db48af5f · outbound
Quantifying Memory Utilization with Effective State-Size Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e5299c07-5981-41fc-a822-bcdc62ff7054 · outbound
Quantifying Memory Utilization with Effective State-Size Parallelizing Linear Recurrent Neural Nets Over Sequence Length
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1398e03-0ec9-4b18-b53f-db87054b3a1e · outbound
Quantifying Memory Utilization with Effective State-Size Dissecting Neural ODEs
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ca96cf8-82bc-4df1-b96d-593d8245269f · outbound
Quantifying Memory Utilization with Effective State-Size Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b701db1c-0598-449f-b425-c9eac04123b9 · outbound
Quantifying Memory Utilization with Effective State-Size and Li, Z
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c02fdb83-5789-4a6c-a866-1ce6547e41cc · outbound
Quantifying Memory Utilization with Effective State-Size In-context learning and induction heads
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation deec9e76-8942-4e6b-9fd0-a9604f37eb5f · outbound
Quantifying Memory Utilization with Effective State-Size In-context learning and induction heads
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 44e62d16-26a3-4883-9bc1-55b03a56dc2c · outbound
Quantifying Memory Utilization with Effective State-Size V., Willsky, A
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7f9f91c7-d205-4289-af5a-fff2cb27ab47 · outbound
Quantifying Memory Utilization with Effective State-Size Resurrecting Recurrent Neural Networks for Long Sequences
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd2dbba4-bffb-4433-af02-39ecfc922253 · outbound
Quantifying Memory Utilization with Effective State-Size State-Free Inference of State-Space Models: The Transfer Function Approach
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 613a4d29-7125-4bc9-a04c-786f2a4ef442 · outbound
Quantifying Memory Utilization with Effective State-Size On the difficulty of training Recurrent Neural Networks
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e5da019-8ff4-471a-91e4-0ee41abf773d · outbound
Quantifying Memory Utilization with Effective State-Size B., Lozhkov, A., Mitchell, M., Raffel, C., Werra, L
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bc1f9381-2996-4a02-ac97-a5b35ecc1a0d · outbound
Quantifying Memory Utilization with Effective State-Size Hyena Hierarchy: Towards Larger Convolutional Language Models
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffa4684d-7b11-429b-825f-1fcb7a786d67 · outbound
Quantifying Memory Utilization with Effective State-Size Mechanistic Design and Scaling of Hybrid Architectures
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b9b4714-0752-4657-b927-1fd22549a3fa · outbound
Quantifying Memory Utilization with Effective State-Size Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a336782-ea0f-49e6-ba49-e058633431ba · outbound
Quantifying Memory Utilization with Effective State-Size Hopfield Networks is All You Need
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation def41f56-d776-49d4-9e1a-75cad3798479 · outbound
Quantifying Memory Utilization with Effective State-Size CKConv: Continuous Kernel Convolution For Sequential Data
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd95ceab-8711-48f3-8962-24d5af118457 · outbound
Quantifying Memory Utilization with Effective State-Size and Vetterli, M
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ee2914f-cd34-484c-9ce6-4f8c890b4bc6 · outbound
Quantifying Memory Utilization with Effective State-Size Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 612338b2-607e-4530-b778-485fce9cfea5 · outbound
Quantifying Memory Utilization with Effective State-Size GLU Variants Improve Transformer
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a2383f9-cd7f-4fe5-81e8-32c8a9c2d700 · outbound
Quantifying Memory Utilization with Effective State-Size Mutual Information Scaling and Expressive Power of Sequence Models
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ac35c73-3e6d-45d4-ad92-05a6c43fa1dc · outbound
Quantifying Memory Utilization with Effective State-Size Simplified State Space Layers for Sequence Modeling
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10b4f597-6b18-41f5-b30c-a52599f091cf · outbound
Quantifying Memory Utilization with Effective State-Size RoFormer: Enhanced Transformer with Rotary Position Embedding
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb2872e6-71dd-45b3-9642-d1d671307c1f · outbound
Quantifying Memory Utilization with Effective State-Size Massive Activations in Large Language Models
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 916e566a-e3a5-45fc-975c-95e5c438c179 · outbound
Quantifying Memory Utilization with Effective State-Size Retentive Network: A Successor to Transformer for Large Language Models
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 195ec2fb-f755-498c-a6fc-0fd18c5561f3 · outbound
Quantifying Memory Utilization with Effective State-Size Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5230f357-d0be-4f57-9183-ecbcdc9edac3 · outbound
Quantifying Memory Utilization with Effective State-Size Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d7bfa6e8-c24e-4718-a1b3-c395e9039dc9 · outbound
Quantifying Memory Utilization with Effective State-Size A note on the representation and definition of semiseparable matrices
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 58be5d28-975b-4aef-b32c-de51288e90e3 · outbound
Quantifying Memory Utilization with Effective State-Size Attention Is All You Need
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eeed8cd6-1070-4933-8ec9-f1d2ee30fe35 · outbound
Quantifying Memory Utilization with Effective State-Size A Multiscale Visualization of Attention in the Transformer Model
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c40f325-ab1c-43cd-b1cd-395552181fc6 · outbound
Quantifying Memory Utilization with Effective State-Size MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a16110f-ec29-4775-8915-00f9691f6cca · outbound
Quantifying Memory Utilization with Effective State-Size Unresolved cited work
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1250d4d3-a5cf-488c-abe9-9202463c615f · outbound
Quantifying Memory Utilization with Effective State-Size On the Role of Attention Masks and LayerNorm in Transformers
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8963cd2-3dd8-42b7-b437-bbbf794c0e6c · outbound
Quantifying Memory Utilization with Effective State-Size Unresolved cited work
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 96c3ba13-cf54-4b5d-9691-ca18fa0fe6b7 · outbound
Quantifying Memory Utilization with Effective State-Size Efficient Streaming Language Models with Attention Sinks
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8143ca89-bab3-4c22-8c0b-c0944d830e44 · outbound
Quantifying Memory Utilization with Effective State-Size Gated Linear Attention Transformers with Hardware-Efficient Training
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 362368b0-844d-49ac-a7cc-11f3c5848b16 · outbound
Quantifying Memory Utilization with Effective State-Size Parallelizing Linear Transformers with the Delta Rule over Sequence Length
Reference 77
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b6012e4-1cf1-4de0-a39c-cc11c3230ad2 · outbound
Quantifying Memory Utilization with Effective State-Size B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
Reference 78
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67b59a98-9901-4bee-9643-75bf500aef43 · outbound
Quantifying Memory Utilization with Effective State-Size HellaSwag: Can a Machine Really Finish Your Sentence?
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55afe2d5-25e1-4f90-87ab-9897891338d2 · inbound
Preconditioned DeltaNet: Curvature-aware Sequence Modeling for Linear Recurrences Quantifying Memory Utilization with Effective State-Size
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5350e92b-5a6f-44dd-b27b-93e712158e70 · inbound
Contribution Weights: A Geometrical Analysis of Self-Attention Transformers Quantifying Memory Utilization with Effective State-Size
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.