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Phys4D: Fine-Grained Physics-Consistent 4D Modeling from Video Diffusion
Haoran Lu, Shang Wu, Jianshu Zhang, Maojiang Su, Guo Ye, Chenwei Xu, Lie Lu, Pranav Maneriker, Fan Du, Manling Li, Zhaoran Wang, Han Liu
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Space-Time Forecasting of Dynamic Scenes with Motion-aware Gaussian Grouping
Junmyeong Lee, Hoseung Choi, Minsu Cho
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Any4D: Unified Feed-Forward Metric 4D Reconstruction
Jay Karhade, Nikhil Varma Keetha, Yuchen Zhang, Tanisha Gupta, Akash Sharma, Sebastian Scherer, Deva Ramanan
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PackUV: Packed Gaussian UV Maps for 4D Volumetric Video
Aashish Rai, Angela Xing, Anushka agarwal, Xiaoyan Cong, Zekun Li, Tao Lu, Aayush Prakash, Srinath Sridhar
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LASER: Layer-wise Scale Alignment for Training-Free Streaming 4D Reconstruction
Tianye Ding, Yiming Xie, Yiqing Liang, Moitreya Chatterjee, Pedro Miraldo, Huaizu Jiang
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4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation
Chiao-An Yang, Ryo Hachiuma, Sifei Liu, Subhashree Radhakrishnan, Raymond A. Yeh, Yu-Chiang Frank Wang, Min-Hung Chen
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MotionCrafter: Dense Geometry and Motion Reconstruction with a 4D VAE
Ruijie Zhu, Jiahao Lu, Wenbo Hu, Xiaoguang Han, Jianfei Cai, Ying Shan, Chuanxia Zheng
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QueryOcc: Query-based Self-Supervision for 3D Semantic Occupancy
Adam Lilja, Ji Lan, Junsheng Fu, Lars Hammarstrand
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Let it Snow! Animating 3D Gaussian Scenes with Dynamic Weather Effects via Physics-Guided Score Distillation
Gal Fiebelman, Hadar Averbuch-Elor, Sagie Benaim
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Dex4D: Task-Agnostic Point Track Policy for Sim-to-Real Dexterous Manipulation
Yuxuan Kuang, Sungjae Park, Katerina Fragkiadaki, Shubham Tulsiani
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MV-Fashion: Towards Enabling Virtual Try-On and Size Estimation with Multi-View Paired Data
Hunor Laczkó, Libang Jia, Phat Loc Truong, Diego Hernández, Sergio Escalera, Jordi Gonzàlez, Meysam Madadi
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Point4Cast: Streaming Dynamic Scene Reconstruction and Forecasting
Xinhang Liu, Pedro Miraldo, Suhas Lohit, Huaizu Jiang, Naoko Sawada, Yu-Wing Tai, Chi-Keung Tang, Moitreya Chatterjee
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Lang4DGS: Language-Driven 4D Gaussian Scene Prediction
TzuYu Chuang, YuanFu Yang
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Streaming4D: Accelerate 4D World Models via Block-wise Video Generation and Incremental Reconstruction
Xiaoyan Liu, Kangrui Li, Jiaxin liu, Sifan Zhou
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LoGeR: Long-Context Dynamic 3D Reconstruction with Hybrid Memory
Junyi Zhang, Charles Herrmann, Junhwa Hur, Chen Sun, Ming-Hsuan Yang, Forrester Cole, Trevor Darrell, Deqing Sun
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4D Reconstruction from Sparse Dynamic Cameras
Kazuki Ozeki, Shun Kenney, Yuto Shibata, Eisuke Takeuchi, Takuya Narihira, Kazumi Fukuda, Ryosuke Sawata, Yuki Mitsufuji, Yoshimitsu Aoki
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Thinking in Dynamics: How Multimodal Large Language Models Perceive, Track, and Reason Dynamics in Physical 4D World
Yuzhi Huang, Kairun Wen, Rongxin Gao, Dongxuan Liu, Yibin Lou, Jie Wu, Jing Xu, Jian Zhang, Zheng Yang, Yunlong Lin, Chenxin Li, Panwang Pan, Junbin Lu, Jingyan Jiang, Xinghao Ding, Yue Huang, Zhi Wang
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Forecasting Animal Motion in the Wild
Neerja Thakkar, Shiry Ginosar, Jacob C Walker, Jitendra Malik, Joao Carreira, Carl Doersch
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When Ears Meet Eyes: Audio-Enhanced Egocentric Action Understanding
Chun Chit HO, Tsz Hei TSOI
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SP4R: Sparse-view 4D Reconstruction via Dynamic Point Maps and Gaussian Splatting
Damani Mguni-Coker
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FreeOrbit4D: Training-Free Arbitrary Camera Redirection for Monocular Videos via Foreground-Complete 4D Reconstruction
Wei Cao, Hao Zhang, Fengrui Tian, Yulun Wu, Yingying Li, Shenlong Wang, Ning Yu, Yaoyao Liu
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ELITE: Efficient Gaussian Head Avatar from a Monocular Video via Learned Initialization and Test-time Generative Adaptation
Kim Youwang, Lee Hyoseok, Park Subin, Gerard Pons-Moll, Tae-Hyun Oh
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NewtPhys: A 4D Benchmark to Study Physics Probing in Vision
Sebastian Cavada, Soumava Paul, Tuan-Hung VU, Andrei Bursuc, Raoul de Charette
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Particulate: Feed-Forward 3D Object Articulation
Ruining Li, Yuxin Yao, Chuanxia Zheng, Christian Rupprecht, Joan Lasenby, Shangzhe Wu, Andrea Vedaldi
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Better Rigs, Not Bigger Networks: A Body Model Ablation for Gaussian Avatars
Derek Austin
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Choreographing a World of Dynamic Objects
Yanzhe Lyu, Chen Geng, Karthik Dharmarajan, Yunzhi Zhang, Hadi Alzayer, Shangzhe Wu, Jiajun Wu
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Real-to-Sim Robot Policy Evaluation with Gaussian Splatting Simulation of Soft-Body Interactions
Kaifeng Zhang, Shuo Sha, Hanxiao Jiang, Matthew Loper, Hyunjong Song, Guangyan Cai, Zhuo Xu, Xiaochen Hu, Changxi Zheng, Yunzhu Li
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Text-Guided Object Removal for Drone-Based 3D Reconstruction with Gaussian Splatting
Yuta Kikuchi, Kazunori Yamada, Atsushi Koike
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PointAction: 3D Points as Universal Action Representations for Robot Control
Mutian Tong, Han Jiang, Qiao Feng, Lingjie Liu, Jiatao Gu
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Splannequin: Freezing Monocular Mannequin-Challenge Footage with Dual-Detection Splatting
Hao-Jen Chien, Yi-Chuan Huang, Chung-Ho Wu, Wei-Lun Chao, Yu-Lun Liu
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GaussianFlesh: A Total Lagrangian APIC Substrate for Unified Geometry, Material State, and Continuum Simulation
Chukwudalu Dumebi-Kachikwu
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GenieMotion: Learning Object-Centric 4D Motion Representations from a Single Image via Generative Demonstrations
Mritunjoy Halder, Ravi Prakash
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