Temporal Consistency

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4 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. When Old Facts Return: Re-Reads, Reverts, and the Limits of Temporal Memory

    Oct 6, 2026Neeraj YadavPersistent Memory for Language ModelsTemporal Consistency

    Called It Inc.

  2. Tracking Is Not Permanence: What Video World Models Keep of a Hidden Object

    Oct 5, 2026Peng Xie, Amr AlanwarTemporal ConsistencyObject Permanence

    TUM School of Computation, Information and Technology Technical University of Munich, Germany

  3. iSEE: Object Permanence Through Self-Supervision

    Oct 1, 2026Pramish Paudel, Ajad Chhatkuli, Luc Van Gool +1Visual Object TrackingObject-Centric Representation Learning

    INSAIT, Sofia University “St. Kliment Ohridski”

  4. Can 4D Foundation Models Remember?

    Sep 17, 2026Guangzhao He, Hadar Averbuch-Elor, Wei-Chiu MaTemporal ConsistencyObject Permanence

    Cornell University

  5. Myocardial Strain Drift Correction in Deep Learning Based Ultrasound Tracking

    Sep 10, 2026Thierry Judge, Nicolas Duchateau, Andreas \Ostvik +6Medical Image AnalysisEchocardiography

    Dept. of Computer Science, University of Sherbrooke, Sherbrooke, Canada. · INSA, Université Lyon 1, CNRS UMR 5220, Inserm U1206, CREATIS, Villeurbanne, France. · Institut Universitaire de France (IUF). +5

  6. Audio Deepfake Detection Using Temporal Coherence Analysis

    Sep 8, 2026Justin D. Norman, Sarah BarringtonAudio Deepfake DetectionExplainable Deepfake Detection

    University of California, Berkeley

  7. MapTCL: Temporal Consistency Learning via Bidirectional Alignment for Vectorized HD Map Construction

    Aug 5, 2026Hyeonseo Kim, Juyeb Shin, Hyeonjun Jeong +2HD Map ConstructionSemantic Mapping

    Robotics Program, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, South Korea · Cho Chun Shik Graduate School of Mobility, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, South Korea

  8. WASABI: Whole-graph Assignment-based Stabilizer for lAne topology By Inter-frame tracking

    Jul 22, 2026Tetsuhiro Uchida, Myu Sasaki, Kensho Nakajima +2Autonomous Driving PerceptionTemporal Consistency

    Sony Honda Mobility Inc.

  9. Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation

    Jul 17, 2026Muntaser Syed, Marius Silaghi, Sheikh Abujar +1Retrieval-Augmented GenerationTemporal Consistency

    Florida Institute of Technology · University of Alabama at Birmingham · Daffodil International University

  10. PRISM Edit: One Vector for All Temporal Answers

    Jul 13, 2026Chen Huang, Qi Zheng, Ruiqin Zheng +2Temporal Reasoning in Language ModelsModel Editing

    Tsinghua University · ByteDance

  11. BeyondSight: Object Permanence for End-to-End Autonomous Driving

    Jul 10, 2026Sandro Papais, Letian Wang, Mudit Jain +2Autonomous Driving DatasetsEnd-to-End Autonomous Driving

    University of Toronto · Automated Driving, Qualcomm Technologies, Inc.

  12. Consistent and Editable: A Balanced Framework for Text-Guided Video Editing

    Jul 6, 2026Tao Jin, Li XiaoVideo Diffusion ModelsVideo Editing

    University of Science and Technology of China

  13. Geometric Reliability of Neural Population Codes: Sampling Calibration and Within-Session Nonstationarity

    Jun 28, 2026Prashant C. RajuRepresentational Similarity AnalysisNeural Representation Geometry

  14. Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception

    Jun 15, 2026Aditya Mishra, Haroon LoneEdge InferenceReal-Time Object Detection

    Indian Institute of Science Education and Research Bhopal, India

  15. Learn Temporal Consistency For Robust Satellite Video Detector

    Jun 13, 2026Weilong Guo, Shengyang Li, Yanfeng GuVideo Object DetectionObject Detection

    Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing 100094, China · Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing 100094, China · University of Chinese Academy of Sciences, Beijing 100049, China +1

  16. TSA: Temporal Slot Activation for Persistent Object-Centric Video Representation

    Jun 10, 2026Duc Nguyen, Sieu Tran, Hao Vo +6Object-Centric Representation LearningSlot Attention

    University of Arkansas, USA · Max Planck Research School for Intelligent Systems · Google Research, Google +2

  17. Identifiability Without Gaussianity: Symbolic World Models and Near-Infinite Temporal Consistency

    Jun 9, 2026Seth Dobrin, Łukasz ChmielLatent Variable ModelsCausal Representation Learning

    1ARYA Labs, PBC

  18. PersistGS: Differentiable Physics for Object Permanence in 4D Gaussian Splatting

    Jun 2, 2026Adrian Ramlal, John S. Zelek3D Gaussian Splatting4D Reconstruction

    University of Waterloo

  19. MORPHOS: Autoregressive 4D Generation with Temporal Structured Latents

    Jun 1, 2026Minkyung Kwon, Jinhyeok Choi, Youngjin Shin +33D Asset GenerationAutoregressive Generation

    KAIST AI

  20. Can LLMs Time Travel? Enhancing Temporal Consistency in Legal Agentic Search through Reinforcement Learning

    May 25, 2026Wei Fan, Yining Zhou, Mufan Zhang +8Agentic SearchLegal QA

    Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China · Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada · School of Law, Tsinghua University, Beijing, China

  21. DRFusion: Drift-Resilient Temporally Consistent Infrared-Visible Video Fusion

    May 25, 2026Xingyuan Li, Haoyuan Xu, Shulin Li +3Temporal ConsistencyMultimodal Fusion

    College of Computer Science and Technology, Zhejiang University, Hangzhou, China · School of Software Technology & DUT-RU International School of ISE, Dalian University of Technology, Dalian, China · College of Information Science and Technology, Dalian Maritime University, Dalian, China

  22. Towards Physically Consistent 4D Scene Reconstruction for Closed-loop Autonomous Driving Simulation

    May 20, 2026Bowyn Tan, Yutong Xie, Bai Huang +53D Gaussian SplattingDynamic Scene Reconstruction

    Tsinghua University · Meituan · Central University of Finance and Economics

  23. Multi-Object Tracking Consistently Improves Wildlife Inference

    May 15, 2026Mufhumudzi Muthivhi, Jiahao Huo, Fredrik Gustafsson +1Temporal ConsistencyWildlife Monitoring

    Academy of Computer Science and Software Engineering University of Johannesburg Johannesburg, South Africa · Department of Electrical Engineering Linköping University Linköping, Sweden

  24. Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition

    May 11, 2026Yang Liu, Ning Zhu, Jingjing Peng +4Surgical Video UnderstandingTemporal Consistency

    King’s College London, London, UK · University of Electronic Science and Technology of China, Chengdu, China · Mach Drive

  25. Continuity Laws for Sequential Models

    May 8, 2026Annan Yu, Dongwei Lyu, N. Benjamin ErichsonSelective SSMsTemporal Consistency

    Center for Applied Mathematics, Cornell University · University of California, Berkeley · Lawrence Berkeley National Laboratory +1

  26. Evaluating Temporal Consistency in Multi-Turn Language Models

    Apr 24, 2026Yash Kumar Atri, Steven L. Johnson, Tom HartvigsenLLM EvaluationTemporal Reasoning in Language Models

    University of Virginia

  27. Time, Causality, and Observability Failures in Distributed AI Inference Systems

    Apr 23, 2026Ankur Sharma, Deep Shah, David Lariviere +1Temporal ConsistencyDistributed Inference

    Unified Intelligent Infrastructure workstream at the Open Compute Project (OCP)

  28. Temporal Consistency Improves Generalization in Contextual Offline Meta Reinforcement Learning

    Mar 3, 2026Mohammadreza Nakheai, Aidan Scannell, Kevin Luck +1Representation LearningOffline RL

    Aalto University · Toyota Research Institute · Vrije Universiteit Amsterdam

  29. Exploring the Temporal Consistency for Point-Level Weakly-Supervised Temporal Action Localization

    Feb 5, 2026Yunchuan Ma, Laiyun Qing, Guorong Li +3Weakly Supervised LearningTemporal Consistency

    University of Chinese Academy of Sciences, Beijing, 100190, China · Macquarie University

  30. Narrative Consolidation: Formulating a New Task for Unifying Multi-Perspective Accounts

    Dec 19, 2025Roger A. Finger, Eduardo G. Cortes, Sandro J. Rigo +1Text SummarizationTemporal Consistency

    Graduate Program in Applied Computing Universidade do Vale do Rio dos Sinos São Leopoldo, Brazil