Title
Direct Motion Models for Assessing Generated Videos Kelsey R. Allen Carl Doersch Guangyao Zhou Mohammed Suhail Danny Driess ... Thomas Kipf Mehdi S. M. Sajjadi Kevin P. Murphy João Carreira Sjoerd van Steenkiste EGVM DiffM VGen 74 0 0 30 Apr 2025
Dynamic Camera Poses and Where to Find Them C. Rockwell Joseph Tung Tsung-Yi Lin Ming-Yu Liu David Fouhey Chen-Hsuan Lin 35 0 0 24 Apr 2025
Seurat: From Moving Points to Depth Seokju Cho Jiahui Huang S. Kim Joon-Young Lee 3DPC MDE 29 0 0 20 Apr 2025
TAPIP3D: Tracking Any Point in Persistent 3D Geometry Bowei Zhang Lei Ke Adam W. Harley Katerina Fragkiadaki 3DPC MDE 37 0 0 20 Apr 2025
St4RTrack: Simultaneous 4D Reconstruction and Tracking in the World Haiwen Feng Junyi Zhang Qianqian Wang Yufei Ye Pengcheng Yu Michael J. Black Trevor Darrell Angjoo Kanazawa VGen 3DV 50 0 0 17 Apr 2025
Scalability and Maintainability Challenges and Solutions in Machine Learning: Systematic Literature Review Karthik Shivashankar Ghadi S. Al Hajj Antonio Martini 15 0 0 15 Apr 2025
VibrantLeaves: A principled parametric image generator for training deep restoration models Raphaël Achddou Y. Gousseau Saïd Ladjal Sabine Süsstrunk 23 0 0 14 Apr 2025
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data Generation Bram Vanherle Brent Zoomers Jeroen Put F. Reeth Nick Michiels 3DGS 27 0 0 11 Apr 2025
Are We Done with Object-Centric Learning? Alexander Rubinstein Ameya Prabhu Matthias Bethge Seong Joon Oh OCL 520 0 0 09 Apr 2025
TAPNext: Tracking Any Point (TAP) as Next Token Prediction Artem Zholus Carl Doersch Yi Yang Skanda Koppula Viorica Patraucean Xu He Ignacio Rocco Mehdi S. M. Sajjadi Sarath Chandar Ross Goroshin 28 0 0 08 Apr 2025
Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals Stefan Stojanov David Wendt Seungwoo Kim R. Venkatesh Kevin T. Feigelis Jiajun Wu Daniel L. K. Yamins SSL 66 0 0 25 Mar 2025
Dynamic Point Maps: A Versatile Representation for Dynamic 3D Reconstruction Edgar Sucar Zihang Lai Eldar Insafutdinov Andrea Vedaldi 46 0 0 20 Mar 2025
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework Henrique Morimitsu Xiaobin Zhu Roberto M. Cesar Jr. Xiangyang Ji Xu-Cheng Yin MDE 53 0 0 19 Mar 2025
GIFT: Generated Indoor video frames for Texture-less point tracking Jianzheng Huang Xianyu Mo Ziling Liu Jinyu Yang Feng Zheng DiffM 3DPC 3DV VGen 63 0 0 17 Mar 2025
TACO: Taming Diffusion for in-the-wild Video Amodal Completion Ruijie Lu Yixin Chen Yu Liu Jiaxiang Tang Junfeng Ni Diwen Wan Gang Zeng Siyuan Huang DiffM VGen 44 3 0 15 Mar 2025
VGGT: Visual Geometry Grounded Transformer Jianyuan Wang Minghao Chen Nikita Karaev Andrea Vedaldi Christian Rupprecht David Novotny ViT 46 6 0 14 Mar 2025
PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop Chenyu Li Oscar Michel Xichen Pan Sainan Liu Mike Roberts Saining Xie VGen 53 3 0 12 Mar 2025
Reangle-A-Video: 4D Video Generation as Video-to-Video Translation Hyeonho Jeong Suhyeon Lee Jong Chul Ye VGen 65 0 0 12 Mar 2025
Online Dense Point Tracking with Streaming Memory Qiaole Dong Yanwei Fu 39 0 0 09 Mar 2025
Infinite Leagues Under the Sea: Photorealistic 3D Underwater Terrain Generation by Latent Fractal Diffusion Models Tianyi Zhang Weiming Zhi Joshua Mangelson Matthew Johnson-Roberson 43 0 0 09 Mar 2025
TrajectoryCrafter: Redirecting Camera Trajectory for Monocular Videos via Diffusion Models Mark YU Wenbo Hu Jinbo Xing Ying Shan VGen 85 3 0 07 Mar 2025
GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control Xuanchi Ren Tianchang Shen Jiahui Huang Huan Ling Yifan Lu Merlin Nimier-David Thomas Muller Alexander Keller Sanja Fidler Jun Gao DiffM VGen 72 8 0 05 Mar 2025
L4P: Low-Level 4D Vision Perception Unified Abhishek Badki Hang Su Bowen Wen Orazio Gallo VLM 75 1 0 18 Feb 2025
Dynamic Scene Understanding through Object-Centric Voxelization and Neural Rendering Yanpeng Zhao Yiwei Hao Siyu Gao Yunbo Wang Xiaokang Yang OCL 111 1 0 17 Feb 2025
Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model Zinan Lin Tadas Baltrusaitis Sergey Yekhanin SyDa 63 1 0 08 Feb 2025
Slot-Guided Adaptation of Pre-trained Diffusion Models for Object-Centric Learning and Compositional Generation Adil Kaan Akan Yucel Yemez DiffM OCL 37 0 0 27 Jan 2025
Learning segmentation from point trajectories Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi 3DPC 46 1 0 21 Jan 2025
Scaling 4D Representations João Carreira Dilara Gokay Michael King Chuhan Zhang Ignacio Rocco ... Viorica Patraucean Dima Damen Pauline Luc Mehdi S. M. Sajjadi Andrew Zisserman 77 3 0 19 Dec 2024
MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data Hanwen Jiang Zexiang Xu Desai Xie Z. Chen Haian Jin ... Xin Sun Jiuxiang Gu Qixing Huang Georgios Pavlakos Hao Tan 105 1 0 18 Dec 2024
Efficient Object-centric Representation Learning with Pre-trained Geometric Prior Phúc H. Lê Khắc Graham Healy A. Smeaton OCL 63 0 0 16 Dec 2024
EgoPoints: Advancing Point Tracking for Egocentric Videos Ahmad Darkhalil Rhodri Guerrier Adam W. Harley Dima Damen 64 2 0 05 Dec 2024
CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models Rundi Wu Ruiqi Gao Ben Poole Alex Trevithick Changxi Zheng Jonathan T. Barron Aleksander Holyñski VGen 76 17 0 27 Nov 2024
TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video Jinyuan Qu Hongyang Li Shilong Liu Tianhe Ren Zhaoyang Zeng Lei Zhang 3DPC 66 1 0 27 Nov 2024
Generative Omnimatte: Learning to Decompose Video into Layers Yao-Chih Lee Erika Lu Sarah Rumbley Michal Geyer Jia-Bin Huang Tali Dekel Forrester Cole DiffM VGen 93 4 0 25 Nov 2024
LaVin-DiT: Large Vision Diffusion Transformer Zhaoqing Wang Xiaobo Xia Runnan Chen Dongdong Yu Changhu Wang M. Gong Tongliang Liu 92 6 0 18 Nov 2024
MFTIQ: Multi-Flow Tracker with Independent Matching Quality Estimation Jonas Serych Michal Neoral Jirí Matas 23 3 0 14 Nov 2024
Towards an Efficient Synthetic Image Data Pipeline for Training Vision-Based Robot Systems Peter Gavriel Adam Norton Kenneth Kimble Megan Zimmerman 24 0 0 09 Nov 2024
Moving Off-the-Grid: Scene-Grounded Video Representations Sjoerd van Steenkiste Daniel Zoran Yi Yang Yulia Rubanova Rishabh Kabra ... Thomas Keck João Carreira Alexey Dosovitskiy Mehdi S. M. Sajjadi Thomas Kipf 26 3 0 08 Nov 2024
Few-Shot Task Learning through Inverse Generative Modeling Aviv Netanyahu Yilun Du Antonia Bronars Jyothish Pari J. Tenenbaum Tianmin Shu Pulkit Agrawal 44 1 0 07 Nov 2024
Bootstrapping Top-down Information for Self-modulating Slot Attention Dongwon Kim Seoyeon Kim Suha Kwak OCL ObjD 27 0 0 04 Nov 2024
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli Matthias Tangemann Matthias Kümmerer Matthias Bethge VOS 29 0 0 03 Nov 2024
Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection Yinxuan Huang Chengmin Gao Bin Li Xiangyang Xue OCL 28 0 0 01 Nov 2024
DELTA: Dense Efficient Long-range 3D Tracking for any video Tuan Duc Ngo Peiye Zhuang Chuang Gan E. Kalogerakis Sergey Tulyakov Hsin-Ying Lee Chaoyang Wang 41 5 0 31 Oct 2024
Does equivariance matter at scale? Johann Brehmer S. Behrends P. D. Haan Taco S. Cohen 31 10 0 30 Oct 2024
Learning Global Object-Centric Representations via Disentangled Slot Attention Tonglin Chen Yinxuan Huang Zhimeng Shen Jinghao Huang Bin Li Xiangyang Xue OCL 22 0 0 24 Oct 2024
SYNOSIS: Image synthesis pipeline for machine vision in metal surface inspection Juraj Fulir Natascha Jeziorski Lovro Bosnar Hans Hagen C. Redenbach Petra Gospodnetić Tobias Herrfurth Marcus Trost Thomas Gischkat 16 0 0 18 Oct 2024
CoTracker3: Simpler and Better Point Tracking by Pseudo-Labelling Real Videos Nikita Karaev Iurii Makarov Jianyuan Wang Natalia Neverova Andrea Vedaldi Christian Rupprecht 22 0 0 15 Oct 2024
DINTR: Tracking via Diffusion-based Interpolation Pha Nguyen Ngan Le J. Cothren Alper Yilmaz Khoa Luu DiffM 35 0 0 14 Oct 2024
OmniPose6D: Towards Short-Term Object Pose Tracking in Dynamic Scenes from Monocular RGB Yunzhi Lin Yipu Zhao Fu-Jen Chu Xingyu Chen Weiyao Wang Hao Tang Patricio A. Vela Matt Feiszli Kevin J Liang 24 0 0 09 Oct 2024
MBDS: A Multi-Body Dynamics Simulation Dataset for Graph Networks Simulators Sheng Yang Fengge Wu Junsuo Zhao AI4CE 13 0 0 04 Oct 2024