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Momentum

19 papers in the last four weeks, up 375% on the four weeks before. 0.2% of all new papers.

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  1. Learning Normal Diffusion Dynamics for Backdoor Defense in Text-to-Image Models

    Sep 30, 2026Junjian Li, Xiaolong Liu, Peng Sun +4Text-To-Image Diffusion ModelsText-To-Image

    Geely · Hunan University · East China Normal University +3

  2. DeepJEPA: Scaling World Models from Within

    Sep 30, 2026Zijian Jin, Yunbei Zhang, Yuanzhe Liu +5World Model PlanningWorld Models

    New York University · Tulane University · UIUC +4

  3. MeshOctave generates meshes via cascading resolution transitions

    Sep 30, 2026Junkai Lin, Tianhao Zhao, Hang Long +10Mesh GenerationMeshes

    Huazhong University of Science and Technology · Meshy AI · Independent Researcher +1

  4. No Corners Cut: State-Grounded Transitions for Mid-Stream Prompt Switches in Video Generation

    Sep 30, 2026Zejing Rao, Ketong Ren, Xiaoqiang Liu +3Video GenerationTransitions

    University of Chinese Academy of Sciences · Kling AI · University of Science and Technology Beijing

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

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

  6. SwitchPFN: Shared Switching Dynamics for Frozen In-Context Time Series Classification

    Sep 24, 2026Zhenyi Zhu, Jacqueline Pang, Peilin Shen +7Time-Series ClassificationTabular Foundation Models

    The Chinese University of Hong Kong, Hong Kong · Cornell University, USA · Southeast University, China +7

  7. BridgeMem: Causal Dyadic Transition Residuals for Temporal Knowledge Graph Forecasting

    Sep 24, 2026Zeyan Li, Libing Chen, Shengda Zhuo +2Temporal Knowledge GraphsGraph-Structured Memories

    Shanghai Jiao Tong University · University of Chicago · Jinan University

  8. Towards An LLM-Driven Unified Conversion Framework for BT and FSM in Autonomous Intelligent Systems

    Sep 24, 2026Zhang Qi, Yang Shuo, Zhu Zhengqiu +2Behavior TreeAutomata

    College of Systems Engineering, National University of Defense Technology CHANGSHA, HUNAN, China

  9. Representation World Model: Learning States, Transition and Executable Plans in Representation

    Sep 24, 2026Yijun Yuan, Weicheng Zheng, Weibang Wang +7World Model PlanningWorld Models

    IIIS, Tsinghua University

  10. On Preference Coverage Collapse from Hindsight Relabeling in Multi-Objective Reinforcement Learning

    Sep 22, 2026Baptiste Bonin, Caro Strickland, Audrey DurandMulti-Objective Reinforcement LearningHindsight

    Mila (Quebec AI Institute) · Université Laval · CIFAR AI Chair

  11. An Exploratory Replica-Overlap Probe of the Grokking Transition

    Sep 22, 2026A. C. Opus, J. Q. LuPhase TransitionsTransitions

    Department of Physics, University of Puerto Rico, Mayagüez, PR 00680, USA

  12. Learning-Induced Dynamical Transition in Recurrent Neural Networks

    Sep 16, 2026Varun VaidyaLearning DynamicsRecurrent Neural Networks

    Department of Physics, University of South Dakota, Vermillion 57069, USA

  13. "What's going to happen after I'm gone?": Parent Perspectives on Technology in Supporting Independent Living for Adults with Intellectual Disabilities

    Sep 16, 2026Alexander Tyshka, Andrea Macklem-Zabel, Absalat Getachew +2Assistive AgentsTechnology

    Oakland University Rochester Hills Michigan USA

  14. Asymptotically Optimal Multi-Robot Task and Motion Planning

    Sep 16, 2026Thi Thuy Ngan Duong, Cheuk Tung Shadow Yiu, Rahul Shome +1Multi-Robot Motion PlanningMotion Planning

    Nanyang Technological University · The Australian National University

  15. Constant Swap Regret in General-Sum Games via Optimistic Transition Matrices

    Sep 15, 2026Tung MaiImperfect-Information GamesTransitions

    Adobe Research

  16. Quantifying the Memorization-to-Generalization Transition: Scaling Laws and Phase Structure in Grokking

    Sep 12, 2026Anish KatariaGrokkingOverparameterization

    Princeton University, Princeton, NJ, USA.

  17. UniMPA: A Unified Memory-Prediction-Action Model via Action-Grounded Transition Modeling

    Sep 11, 2026Wei Li, Rui Shao, Jie He +3Action PredictionVisual Memory

    School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), China, 518055 · S-Lab, Nanyang Technological University, Singapore, 639798

  18. Near-Optimal Reinforcement Learning with Multi-Step Transition Lookahead

    Sep 10, 2026Corentin Pla, Hugo Richard, Marc Abeille +1LookaheadTransitions

    CREST, ENSAE · Criteo AI Lab FairPlay Joint Team

  19. Boundary Voting Network for Ambiguity-Aware Timestamp-Supervised Action Segmentation

    Sep 8, 2026Runzhong Zhang, Yueqi Duan, Yang Chen +4Temporal Action SegmentationFine-Grained Video Understanding

    School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore · Department of Electronic Engineering, Tsinghua University, Beijing, China · Amazon, Seattle, America

  20. SelfLift: Accelerating Few-Step Diffusion via Self-Recovering Resolution Transition

    Sep 2, 2026Tingyan Wen, Chenqian Yan, Xurui Peng +4Dataset DistillationSelf

    1Tsinghua University · 2ByteDance

  21. Poisson-Gamma Dynamical Systems with Time-varying Transition Dynamics

    Sep 1, 2026Jiahao Wang, Yijun Wang, Nan Fang +1Bayesian InferenceMarkov

    Department of Electrical and Computer Engineering, University of Arizona, US · School of Computing and Information Technology, Great Bay University, China · Tsinghua University, China +1

  22. Physically Plausible Video Generation via Visual-Semantic Chain-of-Events Conditioning

    Sep 1, 2026Zixuan Wang, Yixin Hu, Wen Li +4Camera-Conditioned Video GenerationLong Video Generation

    College of Electronics and Information Engineering, Sichuan University, Chengdu, 610064, China · School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 611731 · School of Computer Science, University of Adelaide, 5005, Adelaide, Australia +2

  23. Uncertainty-Driven Replay Memory for Reinforcement Learning

    Aug 30, 2026Sheeraja Rajakrishnan, Alexander G. Ororbia, Travis Desell +1Prioritized Experience ReplayTransitions

    Rochester Institute of Technology

  24. CommitKV: Lifecycle-Aware KV Cache Compression via Commit Transitions for Multi-Turn Agents

    Aug 8, 2026Weizhong Huang, Jinchao Zhang, Xiawu ZhengKey-Value Cache CompressionDepthweave-Kv

    Xiamen University · WeChat AI, Tencent Inc., China

  25. From Optimal Actions to World Models: Identifiability of Transition Kernels in Discounted MDPs

    Aug 7, 2026Neal BatraMarkov Decision ProcessesTransition Learning

    Dovetail Research · University of Warwick

  26. Continual Learning in Transition

    Aug 6, 2026Zhiyan Hou, Dan Zhang, Tao Feng +11Continual LearningParameter-Efficient Adaptation

    Institute of Automation, Chinese Academy of Sciences · School of Artificial Intelligence, University of Chinese Academy of Sciences · National University of Singapore +2

  27. BlockPython: A Process-Aware Agent-Supported Platform for the Transition from Block-Based to Python Programming

    Aug 6, 2026Jesse Yusuf Chan, Haoming Wang, Mingwei Xu +1PythonBlockchain

    Zexi Chen · School of Education, Tsinghua University, Beijing 100084, China · University of Washington, Seattle, WA 98195, USA +1

  28. StepReflect: Structured UI Transition Reflection for Mobile GUI Agents

    Aug 6, 2026Linqiang Guo, Wei Liu, Li Gu +3Graphical User Interface AgentsReflections

    Peter · Concordia University Montreal, Quebec, Canada

  29. Leveraging System-Level Observations to Inform Bayesian Learning of Model Parameters for Quantitative Verification

    Aug 4, 2026Simos Gerasimou, Xingyu ZhaoDynamic Epistemic LogicBayesian Inference

    Cyprus University of Technology, Cyprus · Wuhan University, China

  30. Certifying Plans under Model Mismatch: A Trilemma for Reachability from Scarce Data

    Aug 3, 2026Yanliang Huang, Zhen Zhang, Ahmad Hafez +4CertificationReachability

    School of Computation, Information and Technology, Technical University of Munich, Munich, Germany · School of Engineering, Hainan Bielefeld University of Applied Sciences, Hainan, China

  31. When Memory Updates but Behavior Does Not: Repairing Implicit Stale Dependencies in Personalized Agent Responses

    Aug 3, 2026Haofei Sun, Lin HeGradient StalenessLong-Term Agent Memory

    The University of Texas at Arlington · The University of Tennessee, Knoxville

  32. SGAD: A State-Guided Adaptive Decision Framework for Robust EEG-Based Auditory Attention Switch Decoding

    Aug 3, 2026Yuting Ding, Xuefei Wang, Ximin Chen +2Auditory AttentionTransitions

    Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen 518055, China · School of Biomedical Engineering, Capital Medical University, Beijing 100069, China

  33. Transcript-Managed Transformers: Monotone Multi-Agent Collapse and Universality with Two Pop-Enabled Transcripts

    Jul 31, 2026Sergey SalishevAutomataTranscript

    AI Foundry San Francisco, CA, USA

  34. Learning switched non-linear dynamical systems from a single trajectory

    Jul 26, 2026Sunny G. W. Wang, Hemant TyagiNonlinear DynamicsEmpirical Risk Minimization

    Division of Mathematical Sciences, SPMS, NTU Singapore 637371

  35. Ordered Network Analysis of Epistemic Emotions during Collaborative Problem Solving

    Jul 25, 2026Sifatul Anindho, Videep Venkatesha, Jaclyn Ocumpaugh +1AffectiveCollaboration

    Colorado State University, Fort Collins CO 80523, USA · University of Houston, Houston TX 77104, USA

  36. Bowel Obstruction Detection and Localization on Abdominal CT with Deep Learning

    Jul 24, 2026Moritz Vandenhirtz, Andrea Agostini, Dana Belde +5Tumor SegmentationColorectal Cancer

    Department of Computer Science, ETH Zurich, Zurich, Switzerland · Department of Radiology, Kantonsspital Baden, affiliated Hospital for Research and Teaching of the Faculty of Medicine of the University of Zurich, Baden, Switzerland · Department of Forensic Medicine Zurich, University of Zurich, Zurich, Switzerland

  37. Constraint-Driven Synthesis of Hyper Petri Nets

    Jul 24, 2026Maksym Figat, Alessandro PintoInvariant SynthesisSynthesis

    Warsaw University of Technology (WUT), Warsaw, Poland · NASA Jet Propulsion Laboratory (JPL), California Institute of Technology, Pasadena, CA, USA

  38. Animation, Verification and Visualisation of Prolog Transition Systems with ProB

    Jul 23, 2026Jan Gruteser, Michael Leuschel, Katharina Engels +1Probabilistic Model CheckingTheorem Proving

    Heinrich Heine University Düsseldorf · Faculty of Mathematics and Natural Science, Institute of Computer Science, Heinrich Heine University Düsseldorf, Universitätsstr. 1, D-40225 Düsseldorf

  39. STEREOFLOW: Progressive Stereo Matching with StereoDiT and Transition Flow Matching

    Jul 22, 2026Hao Wang, Haoran Geng, Xiaotong Yang +7Stereo MatchingContrastive Flow Matching

    School of Computer Science and Engineering, Beihang University, Beijing 100191, China · Google · State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 430074, China +3

  40. Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not

    Jul 21, 2026Kavya Bhand, Aadi JoshiLatent DynamicsLong-Horizon Inference

    Department of Computer Engineering Vishwakarma Institute of Technology, Pune, India

  41. Towards chemistries in dynamical systems

    Jul 21, 2026Martin Biehl, Nathaniel VirgoDynamical SystemsReaction

    Cross Labs, Cross Compass, Japan · University of Hertfordshire, United Kingdom

  42. Factorized Spectral Representations for Reinforcement Learning

    Jul 15, 2026Junyi Wu, Dan LiSpectral Representation MethodTransitions

    Department of Industrial and Systems Engineering University of Washington Seattle, WA, USA

  43. Environment Parameter Gradient Theorem for Policy-Environment Co-Design in Reinforcement Learning

    Jul 14, 2026Amber SrivastavaPolicy GradientValue Functions

    Faculty of Mechanical Engineering, Indian Institute of Technology Delhi, India

  44. A Mechanism-Driven Theory of Phase Transitions in Active Learning

    Jun 30, 2026Julia Machnio, Mads Nielsen, Mostafa Mehdipour GhaziActive LearningLearnability

    Pioneer Centre for AI, University of Copenhagen, Copenhagen, Denmark

  45. Policy Optimization Achieves Data-Dependent Regret Bounds in MDPs with Unknown Transitions

    Jun 30, 2026Mingyi Li, Taira Tsuchiya, Kenji YamanishiMarkov Decision ProcessesTransitions

    Department of Mathematical Informatics, The University of Tokyo · Center for Advanced Intelligence Project, RIKEN

  46. World-Model Collapse as a Phase Transition

    Jun 30, 2026Xinyuan Song, Zekun CaiLong-Horizon AgentsCollapse

    Emory University, Atlanta, GA, USA · The University of Tokyo, Tokyo, Japan · LocationMind, Tokyo, Japan

  47. Destination-Labeled Self-Looping Systems with Dwell: Intrinsic Characterization, Realization Cost, and Recognition

    Jun 29, 2026Reda BelaicheAutomataTransitions

    Department of Computer Science, University Institute of Technology of Créteil-Vitry, Paris-Est Créteil University, 122 rue Paul Armangot, Vitry-sur-Seine, 94400, France

  48. Latent Actions from Factorized Transition Effects under Agent Ambiguity

    Jun 29, 2026Heejeong Nam, Chandradithya S Jonnalagadda, Harshit Aggarwal +2Latent ActionsTransitions

    Brown University

  49. Failure Analysis in Transition: An Industry Survey of Challenges, Priorities, and Standardization Needs in Advanced Packaging and Heterogeneous Integration

    Jun 20, 2026Himanandhan Reddy Kottur, Nusra Akter Takia, Mahamudul Hassan Fuad +3Semiconductor ManufacturingChip Design

    Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, USA · Florida Semiconductor Engine, Kissimmee, FL, USA

  50. Deep RL- Tuned Mo del-Free Adaptive Control for Lower-Limb Exoskeletons During Sit-to-Stand Transitions

    Jun 20, 2026Ranjeet Kumbhar, Appaso M. Gadade, Rajmeet Singh +2ExoskeletonTransitions

    Department of Computer Science and Engineering Thapar Institute of Engineering and Technology Patiala, India – 147004 · Department of Mechanical Engineering Thapar Institute of Engineering and Technology Patiala, India – 147004 · Mechatronics Engineer, Research Office Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) Abu Dhabi, UAE

  51. Stealthy World Model Manipulation via Data Poisoning

    Jun 17, 2026Yibin Hu, Xiaolin Sun, Zizhan ZhengWorld ModelsPoisoning

    Department of Computer Science Tulane University New Orleans, LA, USA

  52. APT: Atomic Physical Transitions for Causal Video-Language Understanding

    Jun 17, 2026Shang Wu, Haoran Lu, Songling Liu +6Sharp TransitionsTransitions

    Northwestern University · Dolby Laboratories

  53. A Unified Causal-Origin Taxonomy of Distributional Shifts in Reinforcement Learning

    Jun 15, 2026Ardianto Wibowo, Paulo E Santos, Amer Baghdadi +3Distributional Reinforcement LearningDistribution Shifts

    IMT Atlantique, Brest, France · Flinders University, Adelaide, Australia · IRL Crossing, Adelaide, Australia +1

  54. Learning Directional Semantic Transitions for Longitudinal Chest X-ray Analysis

    Jun 14, 2026Zhangfeng Hu, Zefan Yang, Ge Wang +4Chest X-RayLongitudinal Imaging

    Rensselaer Polytechnic Institute, Troy, NY, USA · Stanford University, Stanford, CA, USA · Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA

  55. Semantic DLM+: Improving Diffusion Language Models through Bias-variance Trade-off in Transition Kernel Design

    Jun 13, 2026Keyue Jiang, Yuxiang Wang, Yanan Zhao +7Diffusion Language ModelsDiffusion Models

    Alibaba Group · Fudan University · Nanyang Technological University +1

  56. Nonlinear Two-Time-Scale Stochastic Approximation: A Sharp Phase Transition and How to Beat It

    Jun 12, 2026Dhruv Sarkar, Vaneet AggarwalStochastic ApproximationFinite Time Analysis

    1Indian Institute of Technology Kharagpur · 2Mohamed bin Zayed University of Artificial Intelligence · 3Purdue University

  57. Slots, Transitions, Loops: Learning Composable World Models for ARC

    Jun 10, 2026Gege Gao, Bernhard Schölkopf, Andreas GeigerWorld ModelsTransitions

    University of Tübingen · ETH Zürich

  58. FreeBridge: Variational Schrödinger Bridges for Cellular Transition Dynamics

    Jun 9, 2026Xurui Wang, Qin Ren, Jun Ma +2Schrödinger BridgesBridge

    Stony Brook University, Stony Brook, NY, USA · University of Toronto, Toronto, ON, Canada · University Health Network, Toronto, ON, Canada

  59. Empirical Transfer Operators and Finite-Sample Change Detection for Noisy Expanding Interval Maps

    Jun 5, 2026Aparna RajputChange-Point DetectionTransitions

  60. YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition

    Jun 4, 2026PSBC LLM Team, Huawei LLM Team, Ruihan Long +56Transitions