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Paper Citation Record · LEDGER

Differential Transformer

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 63 inbound Pith citation observations for arXiv:2410.05258.

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

pith.paper-citation-record.v1
2410.05258 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 63 of 63 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:33:36.712864Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

10
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9d542e08-3b47-4884-bfbc-f8c883a8cbe7 · inbound

Large Language Models Can Self-Improve in Long-context Reasoning cites this paper.

Large Language Models Can Self-Improve in Long-context Reasoning Differential Transformer

Reference 95

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source=arxiv_source observed=2026-08-12T21:59:11.605565Z digest=sha256:fde2cd4ad39606d1fa0fd45519592da76406d5c067a44cbf8e927a1c97145be5

Observation 072d5fac-31bd-43e9-8efa-494a3927a17b · inbound

Selective Attention: Enhancing Transformer through Principled Context Control cites this paper.

Selective Attention: Enhancing Transformer through Principled Context Control Differential Transformer

Reference 50

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source=pdf_text observed=2026-08-12T17:12:32.846216Z digest=sha256:b9eb6696e4f652106c55032de82960695f0753d3877d26a0ff6535119c4d5394

Observation c3e8e27e-c028-4a67-a0b2-105df4194d04 · inbound

KV Shifting Attention Enhances Language Modeling cites this paper.

KV Shifting Attention Enhances Language Modeling Differential Transformer

Reference 25

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source=pdf_text observed=2026-08-12T10:10:29.947570Z digest=sha256:8147ab19c8239f13cbf01dcd910c98fd47bf439a8348ead5e152cc5663f9c025

Observation 8443bca7-526c-4bcd-9824-1fa8cdc5452a · inbound

ShadowHack: Hacking Shadows via Luminance-Color Divide and Conquer cites this paper.

ShadowHack: Hacking Shadows via Luminance-Color Divide and Conquer Differential Transformer

Reference 51

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source=pdf_text observed=2026-08-11T23:26:42.714739Z digest=sha256:9f05ee07b934e2201e670b64b218479b68d2130514a8a92154aa174b61441fbb

Observation 7cdce1c8-3922-4569-86d1-b646fb41a576 · inbound

Curse of Attention: A Kernel-Based Perspective for Why Transformers Fail to Generalize on Time Series Forecasting and Beyond cites this paper.

Curse of Attention: A Kernel-Based Perspective for Why Transformers Fail to Generalize on Time Series Forecasting and Beyond Differential Transformer

Reference 134

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source=arxiv_source observed=2026-08-11T20:09:35.409858Z digest=sha256:1a02591a3742d60afdfe51e5fe70045eddbddcc7613d1843eb4671f8f8ee4b9e

Observation 6c8dc105-95b2-4711-a5f2-f7b5c1730207 · inbound

Causal Graphical Models for Vision-Language Compositional Understanding cites this paper.

Causal Graphical Models for Vision-Language Compositional Understanding Differential Transformer

Reference 23

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source=pdf_text observed=2026-08-11T17:10:44.366991Z digest=sha256:01e6daf087a4ea367c976bff850bcd1c9ff449cdb4ed6285023db6568d2122d7

Observation 0294be02-4415-4b66-8ec1-5881c86f886f · inbound

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification cites this paper.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Differential Transformer

Reference 25

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source=pdf_text observed=2026-08-11T05:37:55.524333Z digest=sha256:c14fc8e3e790704f04389d38bd8cf6ec9de32b54930d8c7da89178c183e16f6a

Observation 6249a39a-8ff0-4a49-9755-4c85b1903e09 · inbound

Entropy-Guided Attention for Private LLMs cites this paper.

Entropy-Guided Attention for Private LLMs Differential Transformer

Reference 43

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source=pdf_text observed=2026-08-10T21:57:08.491222Z digest=sha256:0971d343c4e0d5ba264cd6e789ca45bbb285743ae9a47a623d85d0a5d5ee79fe

Observation 7cb6b1d2-436f-4fab-b038-103e2a046339 · inbound

Scalable-Softmax Is Superior for Attention cites this paper.

Scalable-Softmax Is Superior for Attention Differential Transformer

Reference 31

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source=arxiv_source observed=2026-08-09T20:34:01.265036Z digest=sha256:bcd9e86f6b96b056423e9aed3eeb9fe2d6f8363c4f60c52f62d20327b782a45f

Observation 45abcced-0eaa-4c3f-8a46-af4daba8fb05 · inbound

Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries cites this paper.

Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries Differential Transformer

Reference 10

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source=pdf_text observed=2026-08-09T12:18:11.313819Z digest=sha256:1b6bd702c4eee20afec5c239aa965caf36ef1a4c7d34687713fdf25bc943ca6d

Observation b6c4cbf0-fe08-4880-b4f3-038bd1bad51b · inbound

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents cites this paper.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Differential Transformer

Reference 105

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source=arxiv_source observed=2026-08-08T14:13:38.428051Z digest=sha256:ea7a756d215327defd7e6e399c8affc7b073241a4121cc80b6b10f8fb3f8f720

Observation a1edc1d0-c800-4fb6-9aaf-68239d4583db · inbound

IAFormer: Interaction-Aware Transformer network for collider data analysis cites this paper.

IAFormer: Interaction-Aware Transformer network for collider data analysis Differential Transformer

Reference 46

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arxiv_id, observed 2026-05-22T17:14:59.618955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-22T17:13:47.293753Z digest=sha256:9deeee2ea1ff72d8d847799b69e633f83f5c5fda5cfbb24c82d11b8486a5c977

Observation c7e8f914-2f92-4236-96a2-4f8f0a9409a2 · inbound

Purify then Guide: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing cites this paper.

Purify then Guide: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing Differential Transformer

Reference 37

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source=pdf_text observed=2026-08-15T21:33:36.712864Z digest=sha256:130a50da69145d18f94639e4cde9b2ff5f3ed9ec4b1e242713ed2cd42873aad3

Observation 0083a72b-f3a8-4e04-895a-ecd1b31099c7 · inbound

CENet: Context Enhancement Network for Medical Image Segmentation cites this paper.

CENet: Context Enhancement Network for Medical Image Segmentation Differential Transformer

Reference 29

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source=pdf_text observed=2026-08-07T14:35:12.841860Z digest=sha256:70ff36b94c9f81314534ab9d32a540d6a5548cfb446ecf337c0dfa58b4736797

Observation defbaf5b-2cfe-4d6b-8bba-acaa997343b9 · inbound

Adaptive Differential Denoising for Respiratory Sounds Classification cites this paper.

Adaptive Differential Denoising for Respiratory Sounds Classification Differential Transformer

Reference 27

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source=pdf_text observed=2026-08-07T11:24:59.132695Z digest=sha256:c76fdcd032bb52ea540e90977b19b42d0353deae3f7635f08bc1b2391db4fb2f

Observation 0d3e5c42-84e4-4e8b-8529-eede989d435b · inbound

ADFormer: Aggregation Differential Transformer for Passenger Demand Forecasting cites this paper.

ADFormer: Aggregation Differential Transformer for Passenger Demand Forecasting Differential Transformer

Reference 28

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source=pdf_text observed=2026-08-07T11:24:39.008059Z digest=sha256:5efc5c7383f3fc013c516082bcd21fa2e3ad13db43c363708083cc2d647d6b55

Observation bba0ff3f-6533-4a6d-ade0-88923297aa26 · inbound

SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging cites this paper.

SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging Differential Transformer

Reference 32

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source=pdf_text observed=2026-08-07T05:21:37.289088Z digest=sha256:a82f3180891b3307213153f3476339467b5b1eb0ad60f0fd7dda4ac48b413ae1

Observation 0e387e4c-63f2-4d63-b720-2b61a86e89eb · inbound

Infant Cry Emotion Recognition Using Improved ECAPA-TDNN with Multiscale Feature Fusion and Attention Enhancement cites this paper.

Infant Cry Emotion Recognition Using Improved ECAPA-TDNN with Multiscale Feature Fusion and Attention Enhancement Differential Transformer

Reference 25

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source=pdf_text observed=2026-08-06T23:20:00.089826Z digest=sha256:53417148006ffe618581ab62f7ab3f9625a8c0d9d19788981d11c310647fb083

Observation 9b140d58-2640-473c-9a9a-4c7648ab34f6 · inbound

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer cites this paper.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Differential Transformer

Reference 21

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source=pdf_text observed=2026-08-15T18:50:11.052115Z digest=sha256:fad4aabcb5abc37328ffe1e406af14dae82e1fdc62fad5228494397e7f316a00

Observation c503f879-3746-428b-b69b-6e01fede1f7c · inbound

Learning Bilateral Team Formation in Cooperative Multi-Agent Reinforcement Learning cites this paper.

Learning Bilateral Team Formation in Cooperative Multi-Agent Reinforcement Learning Differential Transformer

Reference 28

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source=arxiv_source observed=2026-08-06T23:02:24.690287Z digest=sha256:5ad94217207d01953ac6efe22e63631aae2dc5b732f7cf451f3cb5745d0a2329

Observation 36b8888d-0532-44ad-aec1-81f497002d3b · inbound

Differential Transformer-driven 6G Physical Layer for Collaborative Perception Enhancement cites this paper.

Differential Transformer-driven 6G Physical Layer for Collaborative Perception Enhancement Differential Transformer

Reference 19

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source=pdf_text observed=2026-08-06T22:49:19.225630Z digest=sha256:13d41426d230771f1f3f870fa9c2d95963eb3ff098aa1bf79dbe5ec432e0e0fc

Observation b9b59def-f133-46b8-8462-cb82e79a8dbe · inbound

FD-DiT: Frequency Domain-Directed Diffusion Transformer for Low-Dose CT Reconstruction cites this paper.

FD-DiT: Frequency Domain-Directed Diffusion Transformer for Low-Dose CT Reconstruction Differential Transformer

Reference 26

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source=pdf_text observed=2026-08-06T21:47:35.768273Z digest=sha256:e3f19c3ad505055f558cc0a8633f365baed4cdd9aaee219904e29ccd0ec33fa3

Observation 5905a8ce-cce7-483c-975b-37b382bca4a5 · inbound

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning cites this paper.

ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Differential Transformer

Reference 20

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source=pdf_text observed=2026-08-06T20:28:33.798137Z digest=sha256:56e97b10da221cb747ee8dbe9909c5e88ed69320cd6462800123ec4e5188b02e

Observation f159c7a9-6f97-44e6-875e-987b0395c3ce · inbound

Differential Attention for Multimodal Crisis Event Analysis cites this paper.

Differential Attention for Multimodal Crisis Event Analysis Differential Transformer

Reference 13

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source=pdf_text observed=2026-08-06T19:34:17.501356Z digest=sha256:a218d8c4f3d3c4cad3d4f5a9eea44222b9e0001c96435b34da2208fc08b44d57

Observation 846e949f-a265-4aaf-9834-d21fe8097a49 · inbound

Pay Attention to Attention Distribution: A New Local Lipschitz Bound for Transformers cites this paper.

Pay Attention to Attention Distribution: A New Local Lipschitz Bound for Transformers Differential Transformer

Reference 32

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source=pdf_text observed=2026-08-06T18:46:51.742088Z digest=sha256:cfe7f7e231c74c16f35d1a43fe81bc772090ec42dc43b1ee4ce9cc55213df267

Observation 5b59bc84-d316-467f-acd3-8f479a664141 · inbound

LLM-Enhanced Multi-Agent Reinforcement Learning with Expert Workflow for Real-Time P2P Energy Trading cites this paper.

LLM-Enhanced Multi-Agent Reinforcement Learning with Expert Workflow for Real-Time P2P Energy Trading Differential Transformer

Reference 23

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arxiv_id, observed 2026-05-19T04:12:59.586788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-19T04:12:42.574595Z digest=sha256:4a261b927c07fc92909e184e4fa8d65417638c8cc7f4e84a34cbe62cd57466bf

Observation 54547ed4-52ff-4ee0-994a-2331280ed9a0 · inbound

Differential Multimodal Transformers cites this paper.

Differential Multimodal Transformers Differential Transformer

Reference 17

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no resolver link, observed 2026-08-06T16:39:22.360611Z

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source=pdf_text observed=2026-08-06T16:39:22.360611Z digest=sha256:d04cb6d62ac666585efdccec8e22762a667b8b8f88097ca5d86c3387d8daf9a8

Observation 27d07240-04d3-4a59-9b72-df7c32d01e4d · inbound

EIFNet: Leveraging Event-Image Fusion for Robust Semantic Segmentation cites this paper.

EIFNet: Leveraging Event-Image Fusion for Robust Semantic Segmentation Differential Transformer

Reference 15

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source=pdf_text observed=2026-08-06T12:14:53.051574Z digest=sha256:d79c2053fa6e930bc963d991bb22be8f498c3d03851191d1d2ecabbfef3cc2db

Observation b64aa2ac-8d4c-4954-8c4e-a332a1ff339e · inbound

DiffLoRA: Differential Low-Rank Adapters for Large Language Models cites this paper.

DiffLoRA: Differential Low-Rank Adapters for Large Language Models Differential Transformer

Reference 14

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source=pdf_text observed=2026-08-06T10:38:38.450006Z digest=sha256:004b951f64586ec22e0e9f76259bd81fc4263b1fb02b2c03f544edf2a29e844a

Observation 8671215c-7686-4948-9316-a45a4d52e676 · inbound

Deciphering the global production network from cross-border firm transactions cites this paper.

Deciphering the global production network from cross-border firm transactions Differential Transformer

Reference 46

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source=pdf_text observed=2026-08-15T17:25:19.691024Z digest=sha256:44b299d741b6bc1cfd3396fd3cd39174bdb0b9e85b1e7bb93085fe1c3ecd3931

Observation 475ff051-591c-4c6d-b0e4-9f28aa4b14d0 · inbound

Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation cites this paper.

Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation Differential Transformer

Reference 2024

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source=pdf_text observed=2026-08-05T12:46:03.798154Z digest=sha256:cc68cef2fce30e6b1b6e6e9b155d478b0b12522b9d0ca1e2fd643bee0f5f0eff

Observation 3d2dd68b-d0a4-4605-800b-4501afa7cbcb · inbound

CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models cites this paper.

CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models Differential Transformer

Reference 47

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source=arxiv_source observed=2026-08-05T12:32:14.082970Z digest=sha256:19332ca9b2731f48fcfd04ad967b0f6d0744828bc95003d6b1542d42fb5cafb6

Observation 779ac3e1-e539-490d-afe9-7751799722bb · inbound

Hybrid Architectures for Language Models: Systematic Analysis and Design Insights cites this paper.

Hybrid Architectures for Language Models: Systematic Analysis and Design Insights Differential Transformer

Reference 62

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verified exact
arxiv_id, observed 2026-05-18T10:21:14.961401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-18T10:18:04.431436Z digest=sha256:ac86ff55be625f20e90fe855c1d9327f4a920d2786881cce8a3af076e2208e16

Observation 3b38fc14-9229-4461-a6b1-e11f1d61a5ab · inbound

Flashlight: PyTorch Compiler Extensions to Accelerate Attention Variants cites this paper.

Flashlight: PyTorch Compiler Extensions to Accelerate Attention Variants Differential Transformer

Reference 22

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verified exact
arxiv_id, observed 2026-05-22T11:41:30.037579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-22T11:40:41.762364Z digest=sha256:9345ad361a63650acef049156d2cff64482f6f0d9200cfabe2ee86233d7f4832

Observation d7b71577-2cdf-4365-a80e-3a0d4afa4bb0 · inbound

Accelerated Machine Learning Force Field for Predicting Thermal Conductivity of Organic Liquids cites this paper.

Accelerated Machine Learning Force Field for Predicting Thermal Conductivity of Organic Liquids Differential Transformer

Reference 77

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source=pdf_text observed=2026-08-03T19:14:14.861401Z digest=sha256:c9e2d26c44ef0df044f190f44750d4f211621a72d6e38dad8e3d895b57fd1d33

Observation 28194d0e-9a3f-45fc-9a63-c5737feb7115 · inbound

Pay Less Attention to Function Words for Free Robustness of Vision-Language Models cites this paper.

Pay Less Attention to Function Words for Free Robustness of Vision-Language Models Differential Transformer

Reference 22

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verified exact
arxiv_id, observed 2026-05-17T00:33:44.696227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-17T00:33:13.977360Z digest=sha256:20a01be95c5116ea5dfb2f95a60f652d27f3ce7a0490762cb0ba6fa6d0d33521

Observation e0910bec-0afe-4024-8511-c9342e0bbce6 · inbound

Multi-view Pyramid Transformer: Look Coarser to See Broader cites this paper.

Multi-view Pyramid Transformer: Look Coarser to See Broader Differential Transformer

Reference 71

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source=pdf_text observed=2026-08-03T17:52:13.479086Z digest=sha256:38cc4a0ea97e4279d2ca12ad8fb5ac70a40c87189fc303c2a61b1fd1e927691f

Observation 9e0a06fb-57a6-4f72-a766-4fae0fbadc73 · inbound

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration cites this paper.

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration Differential Transformer

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:31:00.017013Z digest=sha256:c2048f356b831a7537f9c22f71da86c9bae770ca5823018eeb69540a4175c283

Observation 24fbb28c-7119-46f1-a183-40fbf59335b5 · inbound

Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG cites this paper.

Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG Differential Transformer

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-21T11:30:02.475036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-21T11:28:57.181268Z digest=sha256:93422b2ceb186b89157c54e4193f9345524592b7c4a3f637d5aa187fc6ce442f

Observation 2a402421-2597-4431-a2e3-4bac373cc4bf · inbound

SAGE: Selective Attention-Guided Extraction for Token-Efficient Document Indexing cites this paper.

SAGE: Selective Attention-Guided Extraction for Token-Efficient Document Indexing Differential Transformer

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:32:52.116978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-10T08:32:02.222528Z digest=sha256:3a3b28bf6e93981f10d8f3352bfc957784b8eb3876fcef3fdc1212a975e9d4d1

Observation 51c0a454-0826-43f0-a78c-3cc23f6e7612 · inbound

Contrastive Learning for Multimodal Human Activity Recognition with Limited Labeled Data cites this paper.

Contrastive Learning for Multimodal Human Activity Recognition with Limited Labeled Data Differential Transformer

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:36:10.870908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T08:28:50.239277Z digest=sha256:0e58861af9c3d09f32e45c2903af96c997605bbc3d097452b25d1f6431b8fee7

Observation c0eca17d-cf65-4b3a-a972-e53b541ec619 · inbound

When Does Removing LayerNorm Help? Activation Bounding as a Regime-Dependent Implicit Regularizer cites this paper.

When Does Removing LayerNorm Help? Activation Bounding as a Regime-Dependent Implicit Regularizer Differential Transformer

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:36:10.425976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-08T08:29:58.495518Z digest=sha256:a3f52bed1cf299b6d63dc9520f59a62bad049224fad171b54d7360c5585e1dde

Observation c320c067-3f41-4f05-91d1-26d1e691e9a4 · inbound

A Cellular Doctrine of Morality: Intrinsic Active Precision and the Mind-Reality Overload Dilemma cites this paper.

A Cellular Doctrine of Morality: Intrinsic Active Precision and the Mind-Reality Overload Dilemma Differential Transformer

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:56:07.564759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-09T14:26:52.393248Z digest=sha256:ac7eab1a08e46969445308b402686102515393917bc552c376e32afdb8b466c7

Observation 9ed229b8-e26c-4821-bcac-0e8bf2314c54 · inbound

FocuSFT: Bilevel Optimization for Dilution-Aware Long-Context Fine-Tuning cites this paper.

FocuSFT: Bilevel Optimization for Dilution-Aware Long-Context Fine-Tuning Differential Transformer

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:06:26.301037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-12T04:35:48.572353Z digest=sha256:bac07c5efa6b569a108048f018c17b7e5297cc68d1db23b8f2042c4734e7c8a4

Observation af7f8a2e-eadc-4fb2-91ed-d8d9db48e937 · inbound

Beyond Similarity: Temporal Operator Attention for Time Series Analysis cites this paper.

Beyond Similarity: Temporal Operator Attention for Time Series Analysis Differential Transformer

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:47:07.717862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-13T02:46:08.480763Z digest=sha256:c4e289f3ef895576e290a1996bc7fbf96b707e0bf90935d923fb5c2cf9f6b97b

Observation 16ef754b-c6b5-40d7-a51b-0753914f09a5 · inbound

Beyond Similarity: Temporal Operator Attention for Time Series Analysis cites this paper.

Beyond Similarity: Temporal Operator Attention for Time Series Analysis Differential Transformer

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-07-01T14:15:46.532510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T22:12:59.435414Z digest=sha256:3e604b37eb7c428e08c4a4d28d472e28e4bb3a8eb154305fc7229ba7d7c2a80f

Observation a9c48d54-0450-4d03-8aa6-86d9e7799070 · inbound

GraphDiffMed: Knowledge-Constrained Differential Attention with Pharmacological Graph Priors for Medication Recommendation cites this paper.

GraphDiffMed: Knowledge-Constrained Differential Attention with Pharmacological Graph Priors for Medication Recommendation Differential Transformer

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T11:00:02.189454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-21T10:56:29.430340Z digest=sha256:60782445653065a5af98d1a4068fc40b92f5e4a7285b250a76589ee3c27e2872

Observation 6f9089c0-fc61-4d9d-8d98-68bdd069cd3e · inbound

The General Theory of Localization Methods cites this paper.

The General Theory of Localization Methods Differential Transformer

Reference 145

Resolution
verified exact
arxiv_id, observed 2026-05-21T06:34:00.608468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-21T06:33:41.603956Z digest=sha256:499b1d457215ef64f5296cb332f706fd73e32e888e5f01c83b59458bb988de61

Observation f1300472-9d9d-42d5-948b-3c1ad4ae086f · inbound

The General Theory of Localization Methods cites this paper.

The General Theory of Localization Methods Differential Transformer

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:04:58.262577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T17:59:03.597927Z digest=sha256:eadfa6c8db1c359c190c438195740068ba75076053f34bb9f069abb05d6a9923

Observation 42cdd726-09b9-4835-a16e-48d507fa667d · inbound

Most Transformer Modifications Still Do Not Transfer at 1-3B: A 2020-2026 Update to Narang et al. (2021) with Downstream Evaluation and a Noise Floor cites this paper.

Most Transformer Modifications Still Do Not Transfer at 1-3B: A 2020-2026 Update to Narang et al. (2021) with Downstream Evaluation and a Noise Floor Differential Transformer

Reference 50

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T06:19:42.050992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-21T06:15:47.451870Z digest=sha256:5abccd4332093ad7e099fbb2344a68d9857b1e44119e6638311e7a162e3d751b

Observation 68936655-464a-4714-bdd6-e560affb2551 · inbound

ROVER: Routing Object-Centric Visual Evidence for Grounded Multi-Image Reasoning cites this paper.

ROVER: Routing Object-Centric Visual Evidence for Grounded Multi-Image Reasoning Differential Transformer

Reference 68

Resolution
verified exact
arxiv_id, observed 2026-06-29T13:43:28.667714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T13:41:44.049230Z digest=sha256:2f2f475fdabaa4317a12a92553dc761ff1df7ab12db2db99a3b802e0f94f6a84

Observation 5a62ea27-54dd-4c0e-8211-3b535c677fcf · inbound

Bridging the Gap Between Natural Language and Market Dynamics via High-Dimensional Representation Learning cites this paper.

Bridging the Gap Between Natural Language and Market Dynamics via High-Dimensional Representation Learning Differential Transformer

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:23:15.919626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T08:13:23.582139Z digest=sha256:cd750d5446ef3ddb479c347ace4bc83492ddaedff5f2c4395a813de7eafcb36f

Observation ed0ff88e-80c7-4419-92bd-d6e87ac24a74 · inbound

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster cites this paper.

HADT: A Heterogeneous Multi-Agent Differential Transformer for Autonomous Earth Observation Satellite Cluster Differential Transformer

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-06-28T22:42:46.218513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-28T22:41:18.598462Z digest=sha256:32e6b2b7cb0f48b3d750f2e105c44d94412b4a0e5f58734535ac836363ddc212

Observation c8d67fee-f1df-4359-a8cd-9551688c8a88 · inbound

PithTrain: A Compact and Agent-Native MoE Training System cites this paper.

PithTrain: A Compact and Agent-Native MoE Training System Differential Transformer

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-06-28T23:12:46.527277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-28T23:12:14.193089Z digest=sha256:728fe1af272b1ae7f54daeeabe7fe3e7a26862f742168f41b7e0046b8605abaa

Observation c11b7726-fc0a-4639-a6fd-853019972154 · inbound

Building The Ph(ysical)AI Layer Of Machine Intelligence cites this paper.

Building The Ph(ysical)AI Layer Of Machine Intelligence Differential Transformer

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-07-02T02:46:29.166425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-28T10:36:58.836884Z digest=sha256:3f1d0754b0290509dca2034c79c2f165daff10fcde272833b9546b78a4beac70

Observation fd9859cc-0dab-4db5-94a8-cb886d992d67 · inbound

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers cites this paper.

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers Differential Transformer

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-06-28T23:32:46.705695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-28T23:29:02.457697Z digest=sha256:ec8ffa261e5b58d47eb09828d85fbe34fa288752cf80e210308b36142ed8c179

Observation 4760f57b-e75f-4c86-88ac-1570ea184f08 · inbound

SamatNext v0.2-B: An Exploratory Study of RMS-Normalized Hybrid Decoders for Curriculum Retention in Small Code Models cites this paper.

SamatNext v0.2-B: An Exploratory Study of RMS-Normalized Hybrid Decoders for Curriculum Retention in Small Code Models Differential Transformer

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-04T08:19:43.902726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-26T11:56:36.990856Z digest=sha256:5a81ded078d20df06c9fa85fa4e516d5f7a9331cb32e65b3b01736a3cdbf8f64

Observation 733ea63d-179e-46f5-b655-f02b55a47ed4 · inbound

SamatNext v0.2-B: An Exploratory Study of RMS-Normalized Hybrid Decoders for Curriculum Retention in Small Code Models cites this paper.

SamatNext v0.2-B: An Exploratory Study of RMS-Normalized Hybrid Decoders for Curriculum Retention in Small Code Models Differential Transformer

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-06-30T12:04:39.384419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T10:17:53.688462Z digest=sha256:457f4df503f7f8f385ab93c22c798fcbda07d39004e8fa559049257fd40d3569

Observation 4f3a826e-b224-442a-bb37-8594f4c19b31 · inbound

Differential Amplifier-Inspired AmpAttention for Multi-View Robotic Manipulation cites this paper.

Differential Amplifier-Inspired AmpAttention for Multi-View Robotic Manipulation Differential Transformer

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-12T06:39:16.303751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T06:39:16.303751Z digest=sha256:505c7a3fad34d0abe7b2b26a36cfc8946d30e29a5942acbba679730e8a54225a

Observation 3d07e311-b7b8-4be1-ab7e-6f77dbd5b5a1 · inbound

RTL-Sequencer: Towards Scalable RTL Timing Prediction with the Sequence-based Paradigm cites this paper.

RTL-Sequencer: Towards Scalable RTL Timing Prediction with the Sequence-based Paradigm Differential Transformer

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-01T22:14:37.987674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:14:37.987674Z digest=sha256:5fb029ee899d953d0e1103f828df04902338757c08b139d6e7c96bc7bc2eee7c

Observation 875d758a-f54b-447f-a6c6-ac08efe1a7f3 · inbound

Kernelized Linear Attention: Breaking the Capacity Wall with Symmetric Cones cites this paper.

Kernelized Linear Attention: Breaking the Capacity Wall with Symmetric Cones Differential Transformer

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-01T18:06:54.224936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T18:06:54.224936Z digest=sha256:021cc8a36528c108479e7399203a0b833be8118dd412f7b090f36aebdfd7982b

Observation a58f9372-e7ed-42b1-bd82-242cf1b9219c · inbound

Visible-Light Imaging Diagnosis of Neutral Particle Emission Tomography in the Tokamak Divertor: An Efficient Transformer-based Surrogate Model cites this paper.

Visible-Light Imaging Diagnosis of Neutral Particle Emission Tomography in the Tokamak Divertor: An Efficient Transformer-based Surrogate Model Differential Transformer

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T18:26:06.034050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:26:06.034050Z digest=sha256:ca430dccaa3f669964220eeb92abe3ba83f779cca875b48c7b8dc69f53cc3000

Observation ffd0b996-51c0-41a8-8970-e8ca0bcbc285 · inbound

Motif 3: Technical Report cites this paper.

Motif 3: Technical Report Differential Transformer

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-11T23:12:10.212539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:12:10.212539Z digest=sha256:a6d8047b19d2faa90b4de953a8a5cd2b97e149ae01c11b7646839e6a94561a5a