Decoding

Ask about this topic

Momentum

27 papers in the last four weeks, up 170% on the four weeks before. 0.3% of all new papers.

Jul 6Week of Sep 21
View on map

Latest papers 162

All topics
CardsList

  1. Decaf: Improving Neural Decompilation with Automatic Feedback and Search

    May 12, 2026Alexander Shypula, Osbert Bastani, Edward SchwartzDisassemblyReverse Engineering

    University of Pennsylvania Philadelphia, Pennsylvania 19104 · Carnegie Mellon University Pittsburgh, Pennsylvania 15213

  2. Dystruct: Dynamically Structured Diffusion Language Model Decoding via Bayesian Inference

    May 10, 2026Bian Sun, Kevin Zhai, Mubarak Shah +1Diffusion Language ModelsDecoding

    University of Central Florida

  3. Encoding and Decoding Temporal Signals with Spiking Bandpass Wavelets

    May 10, 2026Jens Egholm Pedersen, Tony Lindeberg, Peter GerstoftTime-To-First-SpikeWavelets

    Department of Electrical and Photonics Engineering Technical University of Denmark Denmark · Department of Computational Science and Technology KTH Royal Institute of Technology Sweden

  4. Primal-Dual Guided Decoding for Constrained Discrete Diffusion

    May 10, 2026Federico Tomasi, Dmitrii Moor, Alice Wang +1Diffusion ModelsDiffusion Dynamics

    Spotify

  5. Entropy-informed Decoding: Adaptive Information-Driven Branching

    May 10, 2026Benjamin Patrick Evans, Sumitra Ganesh, Leo ArdonConstrained DecodingToken-Level Entropy

    JP Morgan AI Research, London, UK · JP Morgan AI Research, New York, USA

  6. What Happens Before Decoding? Prefill Determines GUI Grounding in VLMs

    May 10, 2026Jiaping Lin, Fei Shen, Junzhe Li +4Attention-Guided TrainingPrefill

    1Guangming Laboratory · 2National University of Singapore · 3Peking University +2

  7. Non-Monotonic Latency in Apple MPS Decoding: KV Cache Interactions and Execution Regimes

    May 9, 2026Willy Fitra HendriaAutoregressive DecodingDecoding

    1Independent Researcher, Seoul, South Korea.

  8. LAQuant: A Simple Overhead-free Large Reasoning Model Quantization by Layer-wise Lookahead Loss

    May 9, 2026Euntae Choi, Sumin Song, Sungjoo YooLarge Language Model QuantizationQuantization-Aware Training

    Seoul National University

  9. Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping

    May 8, 2026Maryam Maghsoudi, Shihab ShammaNeural RecordingsDecoding

    University of Maryland · College Park, MD 20740

  10. Decodable but Not Corrected by Fixed Residual-Stream Linear Steering: Evidence from Medical LLM Failure Regimes

    May 7, 2026Ming LiuLarge Language Models FailDecoding

    Amazon

  11. UniVer: A Unified Perspective for Multi-step and Multi-draft Speculative Decoding

    May 6, 2026Yepeng Weng, Qiao Hu, Takehisa YairiSpeculative DecodingDecoding

    The University of Tokyo · 2Lenovo AI Technology Center · National Center for Mathematics and Interdisciplinary Sciences (NCMIS), AMSS, CAS

  12. Global-Local Feature Decoding with Adapter-Guided SAMv2 for Salient Object Detection

    May 4, 2026Morteza Moradi, Mohammad Moradi, Simone Palazzo +2Feature PyramidRecent Vision Foundation Models

    University of Catania, Catania, Italy · Quintic AI, San Francisco, CA, USA

  13. Decoding-Time Debiasing via Process Reward Models: From Controlled Fill-in to Open-Ended Generation

    May 4, 2026Muneeb Ur Raheem KhanLarge Language Model BiasDebiasing

    Lahore University of Management Sciences (LUMS)

  14. Real-Time Text Transmission via LLM-Based Entropy Coding over Fixed-Rate Channels

    May 3, 2026Vishnu Teja Kunde, Jean-Francois Chamberland, Krishna R. Narayanan +1Source-Channel CodingData Compression Methods

    Texas A&M University · Brigham Young University

  15. KARA: Efficient Reasoning LLM Serving via Sliding-Window KV Cache Compression

    May 1, 2026Shen Han, Yuyang Wu, Junpu Yu +1Key-Value Cache CompressionData Compression Methods

    Carnegie Mellon University

  16. Beyond Decodability: Reconstructing Language Model Representations with an Encoding Probe

    May 1, 2026Gaofei Shen, Martijn Bentum, Tomas O. Lentz +2Language ModelingDecoding

    Tilburg University · Radboud University

  17. Instruction-Evidence Contrastive Dual-Stream Decoding for Grounded Vision-Language Reasoning

    Apr 28, 2026Yashwant Pravinrao Bangde, Debaditya RoyRecent Vision-Language ModelsDual-Stream

    Department of Computer Science and Engineering Indian Institute of Technology Kharagpur Kharagpur, India 721302

  18. Salca: A Sparsity-Aware Hardware Accelerator for Efficient Long-Context Attention Decoding

    Apr 27, 2026Wang Fan, Wei Cao, Xi Zha +5Efficient Long-Context InferenceDynamic Sparse Attention

    Fudan University

  19. Lost in Decoding? Reproducing and Stress-Testing the Look-Ahead Prior in Generative Retrieval

    Apr 25, 2026Kidist Amde Mekonnen, Yongkang Li, Yubao Tang +2Beam SearchConstrained Decoding

    University of Amsterdam Amsterdam, The Netherlands

  20. StoryTR: Narrative-Centric Video Temporal Retrieval with Theory of Mind Reasoning

    Apr 25, 2026Xuanyue Zhong, Yuqiang Xie, Guanqun Bi +2Reasoning SkillsTheory

    Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong · SkyReels, Skywork AI · Independent Researcher

  21. Structure-Guided Diffusion Model for EEG-Based Visual Cognition Reconstruction

    Apr 24, 2026Yongxiang Lian, Yueyang Cang, Pingge Hu +2Electroencephalography DecodingVisual Perception

    Department of Automation Tsinghua University Haidian District, 100084, Beijing, China · China Academy of Information and Communications Technology Haidian District, 100084, Beijing, China

  22. Decoding High-Dimensional Finger Motion from EMG Using Riemannian Features and RNNs

    Apr 24, 2026Martin Colot, Cédric Simar, Guy Cheron +2Surface ElectromyographyRobotic Hands

    Machine Learning Group, ULB, Bruxelles, Belgium · § These authors contributed equally to this work and share first authorship. · Neuromove, ULB Neuroscience Institute, ULB, Brussels, Belgium +1

  23. Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models

    Apr 24, 2026Alberto Messina, Stefano ScottaRandomDecoding

    1RAI - Radiotelevisione Italiana, Centre for Research, Technological Innovation and Experimentation (CRITS)

  24. Semantic Error Correction and Decoding for Short Block Codes

    Apr 24, 2026Jiafu Hao, Chentao Yue, Wanchun Liu +2Source-Channel CodingSemantic Communications

    School of Electrical and Computer Engineering, The University of Sydney, Sydney, NSW 2006, Australia

  25. Dissociating Decodability and Causal Use in Bracket-Sequence Transformers

    Apr 24, 2026Aryan Sharma, Cutter Dawes, Shivam RavalTransformer EncoderTransformer Architectures

    1Yale University · 2Independent · 3Harvard University

  26. R2R^2-dLLM: Accelerating Diffusion Large Language Models via Spatio-Temporal Redundancy Reduction

    Apr 21, 2026Zhenbang Du, Kejing Xia, Xinrui Zhong +6Diffusion Language ModelsDecoding

    Georgia Institute of Technology · NVIDIA

  27. Copy-as-Decode: Grammar-Constrained Parallel Prefill for LLM Editing

    Apr 20, 2026Ziyang LiuLarge Language Model DecodingDecoding

    Independent Researcher

  28. RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding

    Apr 16, 2026Zihong Zhang, Zuchao Li, Lefei Zhang +2Speculative DecodingAutoregressive Decoding

    School of Artificial Intelligence, Wuhan University, Wuhan, China · School of Computer Science, Wuhan University, Wuhan, China · School of Information Management, Wuhan University, Wuhan, China +1

  29. Schema-Key Wording as an Instruction Channel in Structured Generation under Constrained Decoding

    Apr 16, 2026Yifan LeConstrained DecodingData Generation

    Independent Researcher

  30. The Truncation Blind Spot: How Decoding Strategies Systematically Exclude Human-Like Token Choices

    Mar 19, 2026Esteban Garces Arias, Nurzhan Sapargali, Christian Heumann +1Machine-Generated Text DetectionSingle-Token Output Distributions

    Department of Statistics, LMU Munich · Munich Center for Machine Learning (MCML)

  31. Anchored Decoding: Provably Reducing Copyright Risk for Any Language Model

    Feb 6, 2026Jacqueline He, Jonathan Hayase, Wen-tau Yih +3Large Language Model SafetyDecoding

    University of Washington · Allen Institute for Artificial Intelligence

  32. LEAD: Layer-wise Expert-aligned Decoding for Faithful Radiology Report Generation

    Feb 4, 2026Ruixiao Yang, Yuanhe Tian, Di Dong +3Radiology Report GenerationMedical Vision-Language Models

    Beijing Institute of Technology · Zhongguancun Academy · Zhongguancun Institute of Artificial Intelligence +1

  33. Beyond Tokens: Semantic-Aware Speculative Decoding for Efficient Inference by Probing Internal States

    Feb 3, 2026Ximing Dong, Shaowei Wang, Dayi Lin +2Speculative DecodingEfficient Inference

    Centre for Software Excellence, Huawei, Canada · Department of Computer Science, University of Manitoba, Canada · School of Computing, Queen’s University, Canada

  34. Window-Diffusion: Accelerating Diffusion Language Model Inference with Windowed Token Pruning and Caching

    Jan 28, 2026Fengrui Zuo, Zhiwei Ke, Yiming Liu +3Diffusion Language ModelsVisual Token Pruning

    School of Computer Science and Technology, University of Science and Technology of China · Suzhou Institute of Advanced Research, University of Science and Technology of China

  35. Decoding Order Matters in Autoregressive Speech Synthesis

    Jan 13, 2026Minghui Zhao, Anton RagniAutoregressive Text-To-SpeechAutoregressive Decoding

    School of Computer Science, University of Sheffield, 211 Portobello, Sheffield S1 4DP, UK

  36. JuDi: Revisiting Judge Decoding from First Principles via Training-Free Distributional Divergence

    Jan 8, 2026Shengyin Sun, Yiming Li, Renxi Liu +5DecodingDivergence

    City University of Hong Kong · Huawei Technologies

  37. Entropy-Aware Token Rejection for Improving Speculative Decoding

    Dec 29, 2025Tiancheng Su, Meicong Zhang, Guoxiu HeSpeculative DecodingToken-Level Entropy

    School of Economics and Management East China Normal University

  38. Freeze, Diffuse, Decode: Task-Aware Adaptation of Transformer Embeddings for Antimicrobial Peptide Design

    Nov 28, 2025Pankhil Gawade, Adam Izdebski, Myriam Lizotte +4Generative Pretrained TransformersBehavioral Embeddings

    Institute of AI for Health, Helmholtz Munich · School of Computation, Information and Technology, Technical University of Munich · Mila - Quebec AI institute; Univ. de Montreal +3

  39. LEGATO: Large-scale End-to-end Generalizable Approach to Typeset OMR

    Jun 23, 2025Guang Yang, Victoria Ebert, Nazif Can Tamer +3Multi-Instrument Music TranscriptionDecoding

    Paul G. Allen School of Computer Science & Engineering, University of Washington · Allen Institute for AI

  40. DETRPose: Real-Time End-to-End Multi-Person Pose Estimation via Modified Transformer Decoder and Novel Denoising Keypoints

    Jun 16, 2025Sebastian Janampa, Marios PattichisWifi-Csi 3D Human Pose EstimationCategory-Level Object Pose Estimation

    The University of New Mexico

  41. Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding

    May 22, 2025Runpeng Yu, Xinyin Ma, Xinchao WangDiffusion Language ModelsAutoregressive Model

    National University of Singapore

  42. Evolutionary Guided Decoding: Iterative Value Refinement for LLMs

    Mar 4, 2025Zhenhua Liu, Lijun Li, Ruizhe Chen +5Large Language Model AlignmentClassifier-Free Guidance

    Shanghai Artificial Intelligence Laboratory · Soochow University · Zhejiang University +1