Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T04:33:24.879826Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2508.03388.
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 2026-08-06T04:33:24.879826Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
67 of 67 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4a692af4-2a96-4076-90b7-f8689e1f6e42 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab67b1a5-36a5-4f83-b4e8-68da2e4664d0 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Variational information distillation for knowledge transfer
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 34f31dbc-6fcf-46df-8000-5373e60eeb4d · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation An intuitive proof of the data processing inequality
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b2fc7a7d-d26e-406a-a930-b81e0ffe67f8 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Token merging: Your vit but faster
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 953dccac-7e0d-4799-8417-b2426d5cc451 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Parameter-free online test-time adaptation
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7c333636-0fbb-4de0-97e0-db6155e89650 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Zeroq: A novel zero shot quantization framework
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 48058dc9-68d1-44b5-8e46-c95990656027 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation End-to-end object detection with transformers
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2484984a-74f0-4ba3-8cca-0b5e12ce4eb7 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Diffrate : Differentiable compression rate for efficient vision transformers
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 900923ac-727b-4276-b07b-43031b92ca2f · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Chasing sparsity in vision transformers: An end-to-end exploration
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d33ae3ef-72f9-45b6-b7e6-624f1c9adb3b · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Binaryconnect: Training deep neural networks with binary weights during propagations
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 88201b95-3557-4414-8e94-81478f705782 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Learning to generate gradients for test-time adaptation via test-time training layers
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 19514603-115d-48c4-84ab-5655493401b1 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation From Colors to Classes: Emergence of Concepts in Vision Transformers
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0008244-8165-49e8-9da1-1077b13c1424 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation An image is worth 16x16 words: Transformers for image recognition at scale
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d61c243f-e0da-4d25-b6bc-00d22d5cc1cb · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Frustratingly easy test-time adaptation of vision-language models
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d37975ce-eb44-4f9c-9038-29d9b05f05ec · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Knowledge distillation in vision transformers: A critical review, 2024
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ceeb7903-2dfa-4902-a17f-7e280fa4c729 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Consolidator: Mergable adapter with group connections for visual adaptation
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2d31c60d-cafb-4eef-b407-1dd7cc145703 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Benchmarking neural network robustness to common corruptions and perturbations
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e49046c-ef96-483b-95bf-78707bd3edaf · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation The many faces of robustness: A critical analysis of out-of-distribution generalization
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7ac612a8-266b-49ed-8e9c-8630cf3a94bd · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Distilling the Knowledge in a Neural Network
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0546da60-ed2b-42b7-8488-a81005204e67 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Visual prompt tuning
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3cc11252-0842-42b2-9530-819f6b645ac9 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Efficient test-time adaptation of vision-language models
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e503e73a-3cf8-4e7f-8e7f-b4284fc5becf · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Token fusion: Bridging the gap between token pruning and token merging
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 94178162-cded-4787-84cc-15b7d86e490b · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Segment Anything
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f17edecd-2b6c-47b6-b09d-f5cd192a44ba · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Entropy is not enough for test-time adaptation: From the perspective of disentangled factors
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 51d209d5-7c77-4837-9969-5bebb52f3850 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation A comprehensive survey on test-time adaptation under distribution shifts
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c213e50f-db77-40a0-b773-ca84dddedf69 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Not all patches are what you need: Expediting vision transformers via token reorganizations
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 49e9a103-947e-44f6-ade7-193c04422f60 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Advancing reliable test-time adaptation of vision-language models under visual variations, 2025 b
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bb784d84-0464-4f01-a78d-41d146f64743 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Towards accurate binary convolutional neural network
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 35d92e92-14f5-43cf-81d1-3caacc407407 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Neural Networks with Few Multiplications
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 763577dd-c0bd-4b34-920c-0b88aa442a84 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Gpt understands, too
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4dc2c387-c928-4c5a-9f2c-c33269bba061 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Post-training quantization for vision transformer
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d8b937c7-1e25-4479-9171-434ee21a54eb · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Learning transferable features with deep adaptation networks
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d7e2718d-906a-4f7f-9425-931222ebf646 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Dsmoe: Matrix-partitioned experts with dynamic routing for computation-efficient dense llms
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ef07ce18-5412-4e48-ad5a-0c065a003869 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Learn from the learnt: Source-free active domain adaptation via contrastive sampling and visual persistence
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8ccf7bbf-94d5-4416-9d23-be9097a9985d · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Llm-pruner: On the structural pruning of large language models
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2eedd13-3fa1-4d02-b3f4-1753b2599a39 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Efficient test-time model adaptation without forgetting
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1debaa46-26ef-4fb4-9eb1-b70c6bd734ef · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Towards stable test-time adaptation in dynamic wild world
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 168406bc-8c73-48c3-a573-0fe31195477a · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Test-time model adaptation with only forward passes
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1e14c4fa-0aa3-4f23-9440-d0abcf76fb33 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5e89abb9-cd51-4fcf-9d63-73f3ef96d660 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Align your prompts: Test-time prompting with distribution alignment for zero-shot generalization
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e8e3f988-590e-4e4e-920d-afa87116beb6 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation A mathematical theory of communication
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e79b23f-101a-4421-a5a1-a88861f1aec4 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Test-time prompt tuning for zero-shot generalization in vision-language models
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abafc62c-9046-49ee-9f00-a2ad4b6b1ba6 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Unsupervised Domain Adaptation through Self-Supervision
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a50ff7b-001c-4252-96d4-d2eb78c04de1 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Learning visual conditioning tokens to correct domain shift for fully test-time adaptation
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9d2308c8-3492-4256-8bb3-cf182846b542 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Unbiased look at dataset bias
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1120e535-dc0d-4a70-9300-6edad0f27006 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Training data-efficient image transformers & distillation through attention, 2021
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b70c9a65-56d9-4663-83c6-c16365f6f886 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Visual query tuning: Towards effective usage of intermediate representations for parameter and memory efficient transfer learning
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3be15d24-2454-48ef-9065-bf069061f030 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Similarity-preserving knowledge distillation
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7e2291f6-0c1a-4690-a344-bfefb815e89f · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Visualizing data using t-sne
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f30b99ba-da33-4ee4-b6f1-831584bfb441 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Tent: Fully test-time adaptation by entropy minimization
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a447116d-3c75-482b-9cb1-7112b394ca7d · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Lipton, and Eric P
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation acf16742-40b3-4df7-86ed-d8baf503ff8c · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Continual test-time domain adaptation
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 018b1bdd-936d-46b6-8cd2-9e312c16c13f · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Vtc-lfc: Vision transformer compression with low-frequency components
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eeadf156-d4d5-4639-a656-876e3397a478 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation In search of lost online test-time adaptation: A survey
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 13a3c4a9-b731-44a5-ae95-c272c32579aa · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation A survey of unsupervised deep domain adaptation
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cab13c26-f213-4bd0-8df7-8405fabf174c · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation S mooth Q uant: Accurate and efficient post-training quantization for large language models
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aeb03c03-d5e4-40d0-8916-d0ab06fe5b27 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Confidence-based visual dispersal for few-shot unsupervised domain adaptation
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 49564db4-1db1-4e78-ae57-aa67a9a36440 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Pyra: Parallel yielding re-activation for training-inference efficient task adaptation
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b79c1f5a-b0a5-4df1-9454-85f992d6f547 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Uniattn: Reducing inference costs via softmax unification for post-training llms
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 098922a5-8ef0-40ad-942d-2dca7ee279c3 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Tad: A plug-and-play task-aware decoding method to better adapt llms on downstream tasks
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4badb508-51bd-44ff-aa7b-0fe87c59747d · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Mitigating hallucinations in multi-modal large language models via image token attention-guided decoding
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3e9c9aea-1cb0-4e24-adfd-fa255a7df0ad · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Geometry-guided domain generalization for monocular 3d object detection
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 990074b2-8bf9-4393-8f5d-f13e3fa9f0b3 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Promptable anomaly segmentation with sam through self-perception tuning, 2024 b
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 97716970-c539-46df-a3c0-2c54dc123e31 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Unified visual transformer compression
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5b4bfc23-834d-40fc-809c-a21b47ef1e1a · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Prototypical cross-domain self-supervised learning for few-shot unsupervised domain adaptation
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a0746efe-2181-4bd5-87b0-47eb9e161963 · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Bayesian test-time adaptation for vision-language models
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eed99777-c662-4005-a728-11bcfa3b9d5a · outbound
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation A closer look at the CLS token for cross-domain few-shot learning
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.