Geometric Consistency in Video Generation

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45 papers24 papers in the last four weeks, against 2 the four weeks before. 0.2% of all new papers.

  1. SE-Mem: Semantic-Episodic Memory for Scene-Consistent Generative View Synthesis

    Oct 31, 2026Changsong Lei, Yihan Li, Yu-Hui Wen +5Camera-Conditioned Video GenerationMemory-Augmented Video Generation

    Tsinghua University · Beijing Jiaotong University · Xi’an Jiaotong University

  2. GeoFlip Preview: Benchmarking Geometry-Sensitive Physics in Video Generation

    Oct 30, 2026Yuqi Li, Junming Liu, Bowen Hu +5Physical Consistency in Video GenerationGeometric Consistency in Video Generation

    City University of New York, USA · University of Melbourne, Australia · Sun Yat-sen University, China +3

  3. L3G-World: Real-Time Infinite World Generation with Latent 3D Gaussian Memory

    Oct 29, 2026Jinhyeok Choi, JoungBin Lee, Jongmin Lee +5Video World ModelsReal-Time Interactive Video Generation

    KAIST AI · Ewha Womans University · KAIST Urban AI Institute

  4. GROME: GROunding Factorized MEmory into Video World Models

    Oct 29, 2026Fang Yu, Xiaoxue Wu, Haiyu Zhang +6Memory-Augmented Video GenerationTemporal Consistency in Video Generation

    Shanghai Artificial Intelligence Laboratory · East China Normal University · Fudan University +2

  5. Hierarchical Diffusion for Camera-controlled Autoregressive Video Generation

    Oct 27, 2026Kaihua Chen, Yiming Gong, Deva Ramanan +1Camera-Controlled Video GenerationLong-Horizon Video Generation

    Carnegie Mellon University, Pittsburgh, PA, USA · University of Oxford, Oxford, UK

  6. OmniShowcase: Omnidirectional Subject-Consistent Video Generation from Multi-View Images

    Oct 26, 2026Junyeong Ahn, Geonwoo Kim, Kinam Kim +4Video GenerationIdentity-Preserving Video Generation

    KAIST AI · Inha University · FLIPTION

  7. RoboWorM: Evaluating Movement Realism, Consistency and Acceleration Affects in Embodied Video World Models

    Oct 24, 2026Doanh Le Thien, Viet-Thanh Nguyen, Pham Tri Quang +18World Model EvaluationVideo World Models

    Center for AI Research, VinUniversity · VinRobotics · MPI-INF +9

  8. Distilling Dense Trajectory Teachers For Large-Motion Video World Models

    Oct 24, 2026Shuofeng Sun, Linqing Zhao, Haibin YanVideo World ModelsCamera-Controlled Video Generation

    Beijing University of Posts and Telecommunications

  9. WorldCast: World-Consistent Character Video Generation with Large-Angle Camera Control

    Oct 23, 2026Lei Cao, Yu Liu, Wenhua Liao +7Video GenerationCamera-Controlled Video Generation

    Electronic Information School, Wuhan University · MiLM Plus, Xiaomi Inc. · School of Robotics, Wuhan University

  10. UniWorld: A Unified World Model for Real-Time Visual World Simulation

    Oct 23, 2026Xin Zhang, Yabo Chen, Shuaiwei Wang +4Video World ModelsVideo Generation

    Fudan University · Institute of Artificial Intelligence (TeleAI), China Telecom · Jilin University +1

  11. SyncVid: World-Equivariant Diffusion for Synchronized Video Generation

    Oct 22, 2026Farhad G. Zanjani, Animesh Karnewar, Fatih Porikli +1Multi-View Video GenerationVideo Diffusion Models

    Qualcomm AI Research is an initiative of Qualcomm Technologies, Inc.

  12. AnyGameRenderer: Entity-Consistent Generative Rendering Across Games and an Entity-Level Benchmark

    Oct 22, 2026Ruicong Liu, Liangyang Ouyang, Fengbo Lan +2Video GenerationVideo-Reference Video Generation

    Alaya Lab

  13. CausalAlign: Causal Alignment of Video Generation Models for Consistent Ego-Motion

    Oct 21, 2026Kai Zhu, Yintianrun Zhang, Shuwei Jiang +7Video Diffusion ModelsTemporal Consistency in Video Generation

    Peking University · Beijing Institute for General Artificial Intelligence · NVIDIA +2

  14. NeuralSRender: G-Buffer Guided Video Diffusion for Sim-to-Real Rendering

    Oct 21, 2026Yipeng Lu, Youqi Liao, Zhenyu Wang +2Sim-to-Real TransferSynthetic-to-Real Domain Adaptation

    Wuhan University, Wuhan, China

  15. PVBench: Quantifying Physical Plausibility in Video Generation with Object-Level Physical Measurements

    Oct 19, 2026Kaiwei Chen, Moran Li, Zhenye Gan +5Physical Consistency in Video GenerationVideo Generation Evaluation

    APRIL Lab, Zhejiang University · Huazhong University of Science and Technology · Tencent Youtu Lab

  16. A 3D-Driven Framework for Moving-Camera Perspective-to-360° Video Generation

    Oct 18, 2026Michael Wakeham, Mrinmoy Kumar Das, Wenqi Wang +3Video Generation3D-Aware Video Generation

    Boston University · University of Cambridge

  17. Holo4D: Holistic 4D Reconstruction as Geometric Control for Video Diffusion

    Oct 18, 2026Yushi Lan, Zeren Jiang, Koichi Namekata +3Camera-Controlled Video GenerationDynamic Novel View Synthesis

    University of Oxford · Nanyang Technological University

  18. GeoART: Geometry-Aware Refinement via Test-Time Scaling for Camera-Conditioned Video Diffusion

    Oct 18, 2026Liudi Yang, Ziyuan LiuCamera-Conditioned Video GenerationVideo Diffusion Models

    University of Freiburg · Huawei Heisenberg Research Center (Munich)

  19. GeoV2V: Geometry-Grounded Video Diffusion Model for Driving Scene Generation

    Oct 18, 2026Yuchen Xi, Yuhan Guo, Chenwei Hou +4Novel View SynthesisTrajectory-Guided Video Generation

    Global Institute of Future Technology, Shanghai Jiao Tong University, China · Global College, Shanghai Jiao Tong University, China · School of Mechanical Engineering, Shanghai Jiao Tong University, China +1

  20. Learning to Correct Geometry in Generated Videos

    Oct 16, 2026Weijie Lyu, Tiancheng Shen, Jason Li +5Video-to-Video TranslationGeometric Consistency in Video Generation

    University of California, Merced · Nanyang Technological University · Peking University +1

  21. Orbia: Do Generated Videos Form a Consistent 3D World?

    Oct 14, 2026Dongyue Lu, Guian Fang, Hur Lim +20Geometric Consistency in Video GenerationWorld Model Evaluation

    National University of Singapore · LightSpeed Studios · HKU +5

  22. GAD: Geometry Attention Distillation for Consistent Video Generation

    Oct 13, 2026Junfeng Ni, Ziyu Zhu, Fan Jiang +7Attention-Guided DistillationGeometric Consistency in Video Generation

    Tsinghua University · AMAP, Alibaba Group · State Key Laboratory of General Artificial Intelligence, BIGAI

  23. GeoFix: Geometry Fixing for 4D Consistent Generation

    Oct 9, 2026Yeobin Hong, Hyojun Go, Dohun Lee +7Geometric Consistency in Video Generation4D Scene Generation

    KAIST · ETH Zürich · Google +1

  24. WorldAlign: Decoupled 4D Reward for World-Consistent Video Generation

    Oct 8, 2026Jing He, Kaixin Ding, Xingye Tian +5Video GenerationTemporal Consistency in Video Generation

    The Hong Kong University of Science and Technology (Guangzhou) · KlingAI · The University of Hong Kong +1

  25. How Does Geometry Enter Generated Motion?

    Oct 4, 2026Weihan Li, Junhao Wu, Yuhan Song +2Physical Consistency in Video GenerationImage-to-Video Generation

    The University of Tokyo · RWTH Aachen University · Harbin Institute of Technology, Shenzhen

  26. GAE: Learning a Geometry-Native Latent Space for 3D-Consistent World Generation

    Sep 21, 2026Jiahao Lu, Minghao Yin, Wenbo Hu +53D Scene GenerationGeometric Consistency in Video Generation

    The Hong Kong University of Science and Technology · ARC Lab, Tencent IEG · The University of Hong Kong +1

  27. Illusion or Integrity? Geometrical Consistency Metric for AIGC Video Quality Evaluation

    Aug 10, 2026Yifei Xue, Yuanchen Fei, Hao Zhang +3Physical Consistency in Video GenerationVideo Quality Assessment

    Hunan University, China

  28. Closing the Loop: Training-Free Revisit Consistency for Autoregressive Generative Rendering

    Jul 23, 2026Wenchao Ma, Changran Liu, Sharon X. Huang +1Memory-Augmented Video GenerationAutoregressive Video Generation

    Roblox · The Pennsylvania State University

  29. GeoT2V-Bench: Benchmarking 3D Consistency in Text-to-Video Models via 3D Reconstruction

    Jun 23, 2026Chenrui Fan, Paolo FavaroCamera-Controlled Video Generation3D Reconstruction

    Computer Vision Group, Institute of Computer Science, University of Bern, Switzerland

  30. VideoWeave: Unlocking Geometric Consistency in Video Generation via Joint Geometry-Video Modeling

    Jun 12, 2026Xunzhi Xiang, Zixuan Duan, Yabo Chen +8Physical Consistency in Video GenerationImage-to-Video Generation

    1Nanjing University · Institute of Artificial Intelligence, China Telecom (TeleAI) · 3Chinese University of Hong Kong, Shenzhen