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5 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. OmniSeek: Native Tool Integration for Multi-turn Audio-Visual Reasoning

    Oct 1, 2026Haibo Wang, Jiteng Mu, Jialu Li +5Audio-Visual ReasoningOmni-Modal

    University of California, Davis · Adobe Research

  2. OmniFabric: Coherent UV Space Texture Synthesis for 3D Garment Reconstruction

    Sep 24, 2026Ding-Jiun Huang, Yuanhao Wang, Cheng Zhang +4TextureGarments

    Carnegie Mellon University, United States of America · University of Washington, United States of America · Texas A&M University, United States of America +2

  3. OmniCalib: Target-Free, Task-Structured Self-Calibration for Humanoid Robots

    Sep 17, 2026Kaixiang Lu, Haiyu Lan, Chunxiao Qiao +6Extrinsic CalibrationUncertain Joint Stiffness

  4. OmniRisk: Omnidirectional Trajectory-Risk Learning for Agile Quadrotor Dynamic Avoidance

    Sep 16, 2026Yifan He, Yang Liu, Wenhao Zhao +8Obstacle AvoidanceQuadrotor

    Differential Robotics, Hangzhou, China · Zhejiang University, Hangzhou, China

  5. OmniPoint: Universal Monocular Metric Pointcloud from Any Camera

    Sep 8, 2026Botao Ye, Marc Pollefeys, Ming-Hsuan Yang +1Camera IntrinsicsPoint Clouds

    Google DeepMind · ETH Zurich · Work done as an intern at Google DeepMind.

  6. Exploring the Potential of Contrastive Language-Image Pre-training for Multi-Source Remote Sensing Data

    Sep 3, 2026Xiangyang Miao, Kelu Yao, Yekai Huang +7Remote SensingContrastive Language-Image Pre-Training Model

    School of Computer Science and Technology, Zhejiang University · Space-based Computing System Research Center, Zhejiang Lab

  7. OmniScientist: An Omni-Modal Omni-Discipline AI Scientist

    Aug 13, 2026Bobo Li, Hao Fei, Tianjie Ju +2Scientific DiscoveryOmni-Modal

    1National University of Singapore · University of Oxford

  8. Omni-modal decomposition autoencoders learn full-stack wearable disentangled representations

    Aug 7, 2026Ioannis Ziogas, Ensieh Khazaei, Bilal Taha +4Multimodal Deep LearningHuman Activity Recognition

    Department of Biomedical Engineering and Biotechnology, Khalifa University, 127788 Abu Dhabi, UAE · Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 1A1, Canada · MIT Media Lab +2

  9. OmniMech: All-in-one Multimodal Mechanical Benchmark for 3D Reconstruction

    Aug 6, 2026Taiting Lu, Runze Liu, Ziwei Dong +18Large-Scale Benchmark3D Reconstruction

    Pennsylvania State University · Independent Researcher · Shanghai Jiao Tong University +2

  10. OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation

    Jul 28, 2026Yajing Xu, Yarong Lan, Jiaoyan Chen +6Text-To-ImageOmnichem

    Zhejiang University · The University of Manchester · The University of Edinburgh +1

  11. OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation

    Jul 26, 2026Jun Zhan, Chen Yang, Yitian Gong +23Audio-Video GenerationCross-Modal Alignment

    1Fudan University · 2Shanghai Innovation Institute · 3MOSI Intelligence +1

  12. OmniMate: Open-Ended Real-Time Streaming Audio-Visual Generation for Interactive Avatars

    Jul 25, 2026Quanyue Song, Yishan He, Yanbo Ding +4Audio-Video GenerationAudio-Visual Consistency

    State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, China · China Telecom Artificial Intelligence Technology (Beijing) Co., Ltd., China · Shenzhen Key Laboratory of Computer Vision and Pattern Recognition, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China

  13. OmniReasoner: Thinking with Long Audio-Video via Native Tool Use

    Jul 21, 2026Yu Chen, Caorui Li, Ziyu Xiong +8Audio-Visual ReasoningOmni-Modal

    University of Chinese Academy of Sciences · Institute of Automation, CAS · Southeast University +3

  14. OmniX: Any-view and Any-time 4D Reconstruction via Feed-forward Trajectory Fields

    Jul 12, 2026Yanqin Jiang, Tengfei Wang, Zhengwei Wang +64D ReconstructionMotion Model

    MAIS, Institute of Automation, Chinese Academy of Sciences · School of Artificial Intelligence, University of Chinese Academy of Sciences · Tencent Hunyuan +3

  15. Game Theory Driven Multi-Agent Framework Mitigates Language Model Hallucination

    Jul 9, 2026Runzhe Liu, Biquan Bie, Zihao Wang +7Multi-Agent Large Language Model SystemsScientific Discovery

    1State Key Laboratory of Fine Chemicals, Frontier Science Center for Smart Materials, Dalian University of Technology, Dalian, 116024, China · 2Dalian Key Laboratory of Intelligent Chemistry, CR Belt and Road Joint Laboratory on Intelligent Chemistry and Advanced Materials of Liaoning Province, School of Chemistry, Dalian University of Technology, Dalian, 116024, China · 4Independent Researcher, Beijing 100032, China. +1

  16. OmniSCS: Omni Safety-Critical Scenario Synthesis for Autonomous Driving via a Fully Editable Driving World

    Jul 7, 2026Xiaoyun Dong, Qian Xu, Yang Lu +3Autonomous Driving SimulationAutonomous Driving

    City University of Hong Kong · Hon Hai Research Institute

  17. OmniFocus: Query-Guided Modality-Balanced Token Compression for Omni-Modal Large Language Models

    Jul 3, 2026Shijie Cao, Qingyu Zhang, Boxi Yu +6Token CompressionAudio-Visual Reasoning

    School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences · Chinese Information Processing Laboratory, Institute of Software, Chinese Academy of Sciences · University of Limerick +1

  18. OmniDS: Dual-Stream Context Fusion for Omnidirectional Depth from Fisheye Cameras

    Jul 3, 2026Chaesong Park, Jihyeon Hwang, Muyeol Sung +1Cross-View FusionCamera

    Seoul National University, Seoul, Republic of Korea

  19. Tastes without distinction: silicon samples and the synthetic construction of tastes

    Jun 29, 2026Xiangyu Ma, Mengmi Zhang, Shannon Ang +1Large Language Model BiasSurvey

    Nanyang Technological University, Singapore

  20. OmniV2X: A Generative Foundation Planner for Efficient End-to-End Cooperative Driving

    Jun 19, 2026Juntong Peng, Juanwu Lu, Yupeng Zhou +3V2XCausality-Aware End-To-End Autonomous Driving

    College of Engineering, Purdue University, West Lafayette, IN 47907, USA

  21. OmniTraffic: A Controllable Generation Pipeline and Benchmark for Spatio-Temporal Traffic Reasoning

    Jun 14, 2026Maonan Wang, Zhengyan Huang, Kemou Jiang +13TrafficSpatio-Temporal Reasoning

    The Chinese University of Hong Kong, Shenzhen · Shanghai AI Lab · Beihang University +3

  22. OmniPMNet: Bridging discrete and gridded PM10 forecasts via omni-query neural processes

    Jun 12, 2026Shuangshuang He, Shuo WangAir PollutionSpatio-Temporal Forecasting

    ColorfulClouds Technology Co., Ltd., 100875 Beijing, China. · School of Systems Science, Beijing Normal University, 100875 Beijing, China. · D-ITET, ETH Zurich, 8092 Zurich, Switzerland.

  23. OmniBioTwin: A System-of-Twinned-Systems Framework for Health Digital Twins

    Jun 9, 2026Zhaohui Wang, Yu Huang, Jiang BianDigital TwinsTwins

    Indiana University School of Medicine Regenstrief Institute Indianapolis, Indiana, USA

  24. OmniGen-AR: AutoRegressive Any-to-Image Generation

    Jun 8, 2026Junke Wang, Xun Wang, Qiushan Guo +4Autoregressive Image GenerationVisual Generation

    Institute of Trustworthy Embodied AI, Fudan University · 2Shanghai Collaborative Innovation Center of Intelligent Visual Computing · 3Bytedance Seed +1

  25. OmniFaceRig: Fully Automatic Inner-Mouth-Aware Face Rigging Across Diverse 3D Character Topologies

    Jun 6, 2026Chao Wang, Guangyao Ma, John Doublestein +10Humanml3DFacial Expression Recognition

    Reality Labs, Meta

  26. OmniVerifier-M1: Multimodal Meta-Verifier with Explicit Structured Recalibration

    May 27, 2026Xinchen Zhang, Bowei Liu, Jiale Liu +7Reference-Guided Multimodal In-Context VerificationRecent Vision-Language Models

    Tsinghua University · Pennsylvania State University · University of Southern California +2

  27. OmniGF: A Dual-Branch Vision-Language Framework for Unified Gaze Following

    May 26, 2026Qiaomu Miao, Haoyu Wu, Jingyi Xu +2Gaze BehaviorRecent Vision-Language Models

    Stony Brook University · The University of Adelaide

  28. OmniPro: A Comprehensive Benchmark for Omni-Proactive Streaming Video Understanding

    May 18, 2026Ruixiang Zhao, Jie Yang, Zijie Xin +4Omni-ModalAudio-Visual Reasoning

    Renmin University of China · WeChat Vision, Tencent Inc.

  29. OmniRefine: Alignment-Aware Cooperative Compression for Efficient Omnimodal Large Language Models

    May 12, 2026Yuchen Deng, Zidang Cai, Hai-Tao Zheng +3Token CompressionAudio-Visual Reasoning

    Tsinghua Shenzhen International Graduate School, Tsinghua University · Pengcheng Laboratory

  30. OmniThoughtVis: A Scalable Distillation Pipeline for Deployable Multimodal Reasoning Models

    May 12, 2026Yuanhao Yue, Chengyu Wang, Yuanjie Lyu +2Multimodal Reasoning BenchmarksMultimodal Large Language Models

    Alibaba Group, Hangzhou, China

  31. OmniVTG: A Large-Scale Dataset and Training Paradigm for Open-World Video Temporal Grounding

    Apr 28, 2026Minghang Zheng, Zihao Yin, Yi Yang +2Video Temporal GroundingMultimodal Large Language Models

    Wangxuan Institute of Computer Technology, Peking University · Central Media Technology Institute, Huawei Technologies Ltd. · State Key Laboratory of General Artificial Intelligence, Peking University +1

  32. OmniFit: Multi-modal 3D Body Fitting via Scale-agnostic Dense Landmark Prediction

    Apr 23, 2026Zeyu Cai, Yuliang Xiu, Renke Wang +8Body3D Generation

    Nanjing University · Westlake University · Nanjing University of Science and Technology +2

  33. OmniVLA-RL: A Vision-Language-Action Model with Spatial Understanding and Online RL

    Apr 20, 2026Haoxiang Jie, Yaoyuan Yan, Xiangyu Wei +4Omnichem

    1AI Lab, Country Garden Services · 3VBot · 2Omni AI +1

  34. OmniGCD: Abstracting Generalized Category Discovery for Modality Agnosticism

    Apr 16, 2026Jordan Shipard, Arnold Wiliem, Kien Nguyen Thanh +2Generalized Category DiscoveryModality-Specific Encoders

    SAIVT, QUT, Australia · Shield AI, Australia · La Trobe University, Australia

  35. VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection

    Mar 23, 2026Xinghan Li, Junhao Xu, Jingjing ChenDeepfake DetectionDigital Forensics

    College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, China.

  36. SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models

    Mar 17, 2026Tianyu Xie, Jinfa Huang, Yuexiao Ma +11Dialogue BenchmarksOmnichem

    Media Analytics and Computing Lab, Xiamen University, Xiamen, China · Institute of Artificial Intelligence, Xiamen University, Xiamen, China · Department of Computer Science, University of Rochester, Rochester, NY, USA +2

  37. OmniGAIA: Towards Native Omni-Modal AI Agents

    Feb 26, 2026Xiaoxi Li, Wenxiang Jiao, Jiarui Jin +10Omni-ModalMultimodal Agents

    1Renmin University of China · 2Xiaohongshu Inc. · 3Peking University +2

  38. OmniNWM: Omniscient Driving Navigation World Models

    Oct 21, 2025Bohan Li, Zhuang Ma, Dalong Du +10Efficient World-Action ModelAutonomous Driving

    Shanghai Jiao Tong University · Ningbo Institute of Digital Twin, Eastern Institute of Technology, Ningbo, China · PhiGent +3

  39. OmniFall: From Staged Through Synthetic to Wild, A Unified Multi-Domain Dataset for Robust Fall Detection

    May 26, 2025David Schneider, Zdravko Marinov, Moritz Mistol +6Robust Fall DetectionMultimodal Dataset

    Karlsruhe Institute of Technology · Mercedes-Benz Tech Innovation