Autoregressive Model

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39 papers in the last four weeks, up 200% on the four weeks before. 0.4% of all new papers.

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  1. Embedding Prediction Helps Image Generation

    Oct 1, 2026Sihan Xu, Ji Xie, Zilin Wang +2Diffusion TransformersImage Generation

    University of Michigan · Carnegie Mellon University

  2. ProtoFlow: Prototype-Guided Flow Matching for Multivariate Time Series Forecasting

    Oct 1, 2026Shibo Feng, Wanjin Feng, Yang Qiu +3Multivariate Time Series ForecastingVector-Quantized Variational Autoencoder

    Nanyang Technological University · Tsinghua University · Shanghai Jiao Tong University

  3. Autoregressive Drillhole Modelling Under Distribution Shift

    Oct 1, 2026Yihao Ding, Daniel Yitian Su, Yiran Zhang +2Drilling DataAutoregressive Model

    The University of Western Australia Crawley, WA 6009, Australia

  4. Lingtai: What Concept Geometry Reveals--and Does Not Reveal--About LLM Inference

    Sep 30, 2026Jiangang ChenLLM Inference OptimizationSemantic Anchor

    Chengdu Beiluoshimen Technology Co., Ltd.

  5. Learning Linear Systems under Heavy-Tailed Noise: A Non-Asymptotic Analysis from A Single Trajectory

    Sep 30, 2026Xiaomian Yang, Sungho ShinOptimal Sample ComplexityLeast Squares

    Department of Chemical Engineering Massachusetts Institute of Technology Cambridge, MA 02139

  6. Gumbel Straight Flow: Distilling Autoregressive Models into One-step Flow Maps

    Sep 30, 2026Yeongmin Kim, Arnaud Doucet, Andrew Campbell +3Flow MapAutoregressive Language Models

    Google DeepMind · Work done as a Student Researcher at Google DeepMind Amsterdam

  7. GroundAnything: Reconciling Parallel Decoding with Precise Visual Grounding at Flash Speed

    Sep 30, 2026Qize Yu, Lianrui Fan, Bowen Ping +19Weak Visual GroundingGrounding

    XPeng Inc. · Peking University · The University of Hong Kong +4

  8. World-as-Graph: Relational World Modeling Through Latent Space Graphs

    Sep 30, 2026Yaqi Yang, Shuo Huang, Yujin Huang +3World ModelsIntermediate Latent States

    School of Computing Technologies, RMIT University, Australia · Faculty of Information Technology, Monash University, Australia · KStelrix Star Dynamics Lab, KStelrix, China +1

  9. Learning Chaos Without Seeing Chaos: Extrapolation of Global Dynamics in Autoregressive Transformers

    Sep 30, 2026Yilun Liu, Yi Zhang, Ganyu Wu +5ChaosAutoregressive Transformers

    Ludwig Maximilian University of Munich · Munich Center for Machine Learning · Technical University of Munich

  10. Blackboard Intelligence Can Surpass Autoregressive on Globally Constrained Problems

    Sep 30, 2026Woosang Jeon, Jaeyeon Kim, Sham Kakade +6Constraint SatisfactionNext-Token Prediction

    Seoul National University · Harvard University · University of Central Florida

  11. Tacit-TTS: From Autoregressive Decoding to Masked Prediction for Efficient Transcript-Free Voice Cloning

    Sep 29, 2026Jian Chen, You Zhang, Mark VintonCross-Lingual Voice CloningTranscript

    Dolby Laboratories

  12. Does This Action Still Explain the Task? Reverse Scoring for Diffusion Language Model Agents

    Sep 29, 2026Jiacheng Qiu, Christopher E. Mower, Jan Peters +2Large Language Model AgentsAgentic

    Huawei Noah’s Ark Lab · Technical University of Darmstadt · UCL Centre for AI

  13. Autoregressive Frontier Expansion: Growing Trees with Graph Machine Learning

    Sep 29, 2026Umer Gupta, Saku Peltonen, Martin RitzertHigh-Fidelity 3D GenerationGenerative Models

    Independent Researcher London, United Kingdom · ETH Zurich Zurich, Switzerland · Leipzig University Leipzig, Germany

  14. Decode-Latency Feedback Prefill: A Model-Free Controller and Its Generalization Limits

    Sep 29, 2026Gaurav Agarwal, Ashish Garg, Isha SinghalTime-To-First-TokenGraphics Processing Unit Resources

  15. Rollout-Marginal Distillation for Long-Horizon Autoregressive Video Generation

    Sep 29, 2026Chenjian Gao, Zhihao Hu, Jianqi Ma +3Autoregressive Video Diffusion ModelsAutoregressive Video Generation

    MMLab, The Chinese University of Hong Kong · Tencent AIPD

  16. Adaptive Rotation for iSOMA: Geometry, Benchmarking, and Noise Robustness in Variational Quantum Objectives

    Sep 29, 2026Vojtěch Novák, Ivan ZelinkaVariational Quantum AlgorithmsOptimization Landscape

    Department of Computer Science, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Ostrava, Czech Republic. · IT4Innovations National Supercomputing Center, VSB-Technical University of Ostrava, Ostrava, 708 00, Czech Republic. · Department of Informatics and Statistics, Marine Research Institute, Klaipeda University, Klaipeda, Lithuania.

  17. LongSpark: Efficient speculative decoding with a fixed-cost parallel drafter

    Sep 29, 2026Hao-Yuan He, Peng-Fei Liu, Si Shen +1Speculative DecodingBlock-Diffusion Drafter

  18. Calibrate the Decisions That Change the Future: On-Policy Post-Training Quantization for Multimodal Large Language Models

    Sep 29, 2026Wenxiao Fan, Jingling Fu, Lichen Ma +6Post-Training QuantizationPost-Training

    School of Computer Science and Technology, Beijing Institute of Technology · Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University

  19. One-Step Next-Latent Prediction Is Not a World Model

    Sep 28, 2026Shitong Wang, Zhongang Cai, Yuzhou HongLatent PredictionIntermediate Latent States

  20. From Data to Program: Fast & Direct Generative Program Inference from Empirical Data

    Sep 28, 2026Simon Klüttermann, Xueying Ding, Leman AkogluEmpirical StudyAutoregressive Model

    Carnegie Mellon University

  21. FlexiWorld: Learning and Planning via Flexible Action Chunks Across Multiple Time Scales

    Sep 28, 2026Shidu Ren, Qilin Gu, Zhenghao Ni +4Action ChunksWorld Models

    University of Toronto · Zhejiang University · Tencent Jarvis Lab +3

  22. Simulating Respondents, Not Single Questions: Coherent Survey Generation with Large Language Models

    Sep 28, 2026Ji Huang, Mengfei Li, Shuai ShaoSurveyLarge Language Model Responses

    School of Computer Science, University of Science and Technology of China · School of Management, Fudan University

  23. APOLO: Automatic Prompt Optimization for Ontology Learning

    Sep 28, 2026Huu Tan Mai, Roman Kochnev, Cuong Xuan Chu +3Automatic Prompt OptimizationOntology

    Bosch Center for Artificial Intelligence, Robert-Bosch-Campus 1, 71272 Renningen, Germany · University of Mannheim, Schloss, 68131 Mannheim, Germany · University of Würzburg, Sanderring 2, 97070 Würzburg, Germany +1

  24. HALO: Enhancing Time Series Generation via Hyperspherical Latents and Masked AutoregRessive Modeling

    Sep 28, 2026Chunyi Hou, Xiangfei Qiu, Hanyin Cheng +2Time-Series GenerationAutoregressive Generation

    School of Data Science and Engineering, East China Normal University, Shanghai, China

  25. CasEm: A Cascade Architecture for Long-Horizon Neural Emulation

    Sep 28, 2026Zhaoyi Li, Jingtao Ding, Shihua LiEmulatorsAutoregressive Model

    School of Automation, Southeast University · Beijing Zhongguancun Academy · Department of Earth System Science, Tsinghua University

  26. Devol-ONE: One Autoregressive Mixture of Transformers to Unify Vision-Language-Action and Latent World Modeling

    Sep 26, 2026Hongyi Cai, Yi Herng Ong, Tingshiuan C. Wu +4Diffusion-Based Vision-Language-ActionsLatent World Models

    Devol Robots, San Francisco, CA, United States

  27. Diffusion Drafts, AR Verifies: Accelerating Document OCR with Self-Speculative Decoding

    Sep 22, 2026Dohyun Kim, Sungjun Han, Hyungguk Kim +4Lingdt-Vl-OcrBlock-Diffusion Drafter

    Trillion Labs · Korea University · Seoul National University

  28. One Patch, Three Roles: What Is Actually Coupled in Autoregressive Time-Series Forecasting?

    Sep 20, 2026Ziang Li, Yue Huang, Guoxu Zhou +4Autoregressive ModelRole

    Guangdong University of Technology · Guangdong Polytechnic Normal University · Harbin Institute of Technology

  29. dQwen3.5: Hybrid-Attention Diffusion Language Models

    Sep 17, 2026Anton Xue, Litu Rout, Aditya Akella +3Diffusion Language ModelsAutoregressive Model

    University of Texas at Austin

  30. Zarya: A Hybrid Autoregressive--Masked Diffusion Language Model with Flexible Training and Dual-Mode Inference

    Sep 17, 2026Leonid Sinev, Ilya Koziev, Vladislav LeshchukAutoregressive Language ModelsDiffusion Language Models

  31. Beyond Patch Removal: Persistent Adversarial Effects in Vision-Language-Action Policies

    Sep 17, 2026Enhao Wu, Fusen Guo, Yuxin Cao +3Adversarial ExamplesAdversarial Robustness

    UNSW Sydney, Australia · UNSW Canberra, Australia · National University of Singapore, Singapore +2

  32. Next-token functional estimation

    Sep 17, 2026Milind Nakul, Vidya Muthukumar, Ashwin PananjadyNext-Token DistributionSurprisal

    Schools of Industrial and Systems Engineering and Electrical and Computer Engineering Georgia Institute of Technology

  33. CPR: Combining global composing, local performing and full-sequence refining in piano rendering with continuous autoregressive modelling

    Sep 16, 2026Chong Jing, Junan Zhang, Zhizheng WuInstrumentAcoustic Latent Space

    The Chinese University of Hong Kong, Shenzhen

  34. Zing-0.5: Toward Playable Worlds with Real-Time Joint Action and Text Control

    Sep 15, 2026Mingyang Chen, Shengdong Chen, Xiaoxiao Fu +13Camera-Conditioned Video GenerationAction Generation

    Zing Team, SeedLeap.ai

  35. PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control

    Sep 15, 2026Chuhao Chen, Peter Wonka, Chaoyang Wang +4Video GenerationIndoor Scene Generation

    University of Pennsylvania, Philadelphia, USA · Snap Inc., Santa Monica, USA · KAUST, Thuwal, Saudi Arabia

  36. Divergence Timing and Cumulative Disagreement under KV-Cache Eviction

    Sep 15, 2026Xinyue Luo, Fei YuDivergenceSingle-Token Output Distributions

    Wealth AI Lab, Ant Group

  37. Large Distant Gradients Need Not Be Reliable: reliability-weighted credit assignment for long-horizon autoregressive forecasting

    Sep 14, 2026Junhao Zhao, David Michael Simberg, Jacob Kang +2Long-Horizon ForecastingAutoregressive Model

    University of Maryland, College Park

  38. CARTS: Contextual Autoregressive Rank Transcoding Steganography for Full-Capacity Keyed Text Encoding

    Sep 12, 2026Wissam Ghantous, Alexander V. MantzarisSteganographyPassage Encoding

    University of Central Florida Orlando, Florida, USA

  39. ResLearn-XR: Residual Learning for Network Traffic and Quality-of-Experience-Aware Modeling in Extended Reality

    Sep 7, 2026Yoga Suhas Kuruba Manjunath, Jie Gao, Lian ZhaoAccurate Traffic ForecastingResidual Learning

    School of Information Technology, Carleton University, Ottawa, ON, K1S 5B6, Canada · Department of Electrical, Computer and Biomedical Engineering, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada

  40. Unlocking Lossless Speedups in LLMs via Discrete Diffusion

    Sep 3, 2026Subham Sekhar Sahoo, Lingjie Chen, Khiem Pham +14Diffusion Language ModelsSpeculative Decoding

    Institue of Foundation Models · University of Illinois Urbana-Champaign · Cornell Tech +2

  41. Sparse auto-regressive modeling for scene generation from multi-view images

    Sep 3, 2026Thomas Lucas, Maxime Pietrantoni, Philippe Weinzaepfel +43D Scene Generation3D Generative Models

    1NAVER LABS Europe, France · 2NAVER LABS, South Korea · 3Carnegie Mellon University, USA

  42. Replicating TRACE: A Practitioner's Guide to Its Threshold and Particle Budget

    Sep 1, 2026Alex Chadyuk, Alicia Zhang, Roy KucukatesCausal GraphTraces

    LotusFlare Inc.

  43. A convolutional framework for detecting event-driven dynamics in energy price series

    Aug 31, 2026Caixia Xu, Piotr FryzlewiczConvolutionalAutoregressive Model

    1Shanghai University of Finance and Economics · 2London School of Economics

  44. Multivariate Scientific Data Compression with Learned Cross-Variable Latent Decorrelation and Autoregressive Entropy Modeling

    Aug 31, 2026Liangji Zhu, Anand Rangarajan, Sanjay RankaTask-Aware CompressionData Compression Methods

    Department of Computer & Information Science & Engineering University of Florida Gainesville, FL, USA

  45. Regime-Gated Residual Mixture-of-Experts for Cross-Sectional Volatility Forecasting

    Aug 12, 2026Junyi Ye, Gargi Vijay BordeVolatilityHeteroskedasticity

    School of Computing, Montclair State University · Montclair, New Jersey, USA

  46. AI-Driven Multiscenario Interest Rate Forecasting: A Proof of Concept for Banking Asset Management

    Aug 12, 2026Ekkehardt Bauer, Dirk Holländer, Linus Wolff +3Data-Driven ForecastingBanking

    zeb.rolfes.schierenbeck.associates Ltd. · zeb Institute for Financial Services, University Witten/Herdecke

  47. G0.5: One Autoregressive Stream for Robot Reasoning and Action

    Aug 12, 2026Yicheng Liu, Zibin Dong, Baijun Ye +24Diffusion-Based Vision-Language-ActionsVision Encoders

    Galaxea Team

  48. Sparse and robust geometric twin support vector machine via asymmetric RoBoSS loss function

    Aug 12, 2026Kai Qi, Xinji Huang, Hongchun WangSupport Vector MachinesLoss Function

    National Center for Applied Mathematics in Chongqing, Chongqing Normal University, Chongqing, 401331, China. · School of Mathematical Sciences, Chongqing Normal University, Chongqing, 401331, China.

  49. DSAR: Dual-Stream Autoregressive Modeling of Temporal Cloth Dynamics for Photorealistic Animatable Avatars

    Aug 11, 2026Haozhong Xiong, Yao Yu, Yu Zhou +1Motion-Aware Clothing DynamicsAvatars

    Nanjing University, Nanjing, China

  50. MAD-HOI: Masked Autoregressive Diffusion for Generating Articulated Hand Object Interactions from Text

    Aug 10, 2026Ananya Bal, Kartik Sharma, Ethan Lai +4Hand-Object Interaction DetectionHuman Motion Generation

    Carnegie Mellon University

  51. ChronoSSM: Training for Temporally Aware Representations in Autoregressive State Space Models

    Aug 10, 2026Adrien Schoen, Nachiketa Ratnakar Patil, Arjun Bhagoji +1Dual-Branch Temporal ModelingAutoregressive Model

    Institut universitaire de France

  52. Evaluating Generative Time-Series Models on Data with Point Masses

    Aug 10, 2026Jian XuTime-Series GenerationGenerative Models

    RIKEN iTHEMS, Wako, Japan · RIKEN Center for Advanced Intelligence Project (AIP), Tokyo, Japan

  53. CuteTTS: Efficient and High-Quality Speech Synthesis via Autoregressive Modeling of Continuous Latents

    Aug 9, 2026Yuqian Zhang, Yao Shi, Kexin Huang +6Autoregressive Text-To-SpeechCross-Lingual Voice Cloning

    Work done during internship at OPPO. · OPPO AI Center · Fudan University +1

  54. Machine Learning and ARIMA Model Averaging for Adaptive Public Health Forecasting: Comparative Evaluation and an Ontario COVID-19 Case Study

    Aug 7, 2026Yushu Zou, Ye Li, Johra Moosa +3Covid-19Cross Validation

    Public Health Ontario, Toronto, Canada · Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Canada · Department of Laboratory Medicine and Pathobiology, University of Toronto, Canada +1

  55. Beyond Myopic World Models: Long-Horizon End-to-End Training for Direct Future Prediction

    Aug 7, 2026Xinyi Li, Zaishuo Xia, Chenjie Hao +1Long-Horizon ForecastingWorld Models

    University of California, Davis

  56. Stochastic Autoregressive Learning

    Aug 7, 2026Ilan Doron-Arad, Idan Mehalel, Elchanan MosselAutoregressive ModelSingle-Token Output Distributions

    1MIT · 2The Hebrew University

  57. Scalable estimation of VARMA models

    Aug 6, 2026Daniel Paulin, Victor ElviraMaximum LikelihoodAutocorrelations

    College of Computing & Data Science Nanyang Technological University Singapore · School of Mathematics University of Edinburgh Edinburgh, UK

  58. Kastor: An efficient fine-tuning strategy for generative emulation of PDE simulations

    Aug 6, 2026Guillaume Couairon, Alexis Jacq, Yu-Han Wu +4EmulatorsNeural Partial Differential Equation Solvers

    Google DeepMind

  59. VARPose: Flexible 2D Pose Densification via Visual Autoregressive Modeling for Enhanced 3D Lifting

    Aug 3, 2026Kaiyuan Pu, Tiantian Yang, Dan ZengWifi-Csi 3D Human Pose EstimationCategory-Level Object Pose Estimation

    School of Artificial Intelligence, Sun Yat-sen University Zhuhai, China · The Technology Innovation Center for Collaborative Applications of Natural Resources Data in GBA, MNR Guangzhou, China

  60. dots.tts.edit: Precisely Controlled Speech Editing with a Continuous Autoregressive Model

    Aug 2, 2026Hankun Wang, Bohan Li, Shi Lian +7UtterancesAutoregressive Model

    X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University · Xiaohongshu Inc.