Title
ViPro: Enabling and Controlling Video Prediction for Complex Dynamical Scenarios using Procedural Knowledge Patrick Takenaka Johannes Maucher Marco F. Huber VGen 164 0 0 26 Jun 2024
Slot State Space Models Jindong Jiang Fei Deng Gautam Singh Minseung Lee Sungjin Ahn 440 12 0 18 Jun 2024
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models Ziyi Wu Yulia Rubanova Rishabh Kabra Drew A. Hudson Igor Gilitschenski Yusuf Aytar Sjoerd van Steenkiste Kelsey R. Allen Thomas Kipf VGen DiffM 270 19 0 13 Jun 2024
Comparison Visual Instruction Tuning Wei Lin M. Jehanzeb Mirza Sivan Doveh Rogerio Feris Raja Giryes Sepp Hochreiter Leonid Karlinsky 230 5 0 13 Jun 2024
Adaptive Slot Attention: Object Discovery with Dynamic Slot Number Ke Fan Zechen Bai Tianjun Xiao Tong He Max Horn Yanwei Fu Francesco Locatello Zheng Zhang OCL 198 20 0 13 Jun 2024
IllumiNeRF: 3D Relighting without Inverse Rendering Xiaoming Zhao Pratul P. Srinivasan Dor Verbin Keunhong Park Ricardo Martín Brualla Philipp Henzler 193 17 0 10 Jun 2024
GenHeld: Generating and Editing Handheld Objects Chaerin Min Srinath Sridhar 363 0 0 07 Jun 2024
Streaming quanta sensors for online, high-performance imaging and vision Tianyi Zhang Matthew Dutson Vivek Boominathan Mohit Gupta Ashok Veeraraghavan 142 2 0 02 Jun 2024
Transformers and Slot Encoding for Sample Efficient Physical World Modelling Francesco Petri Luigi Asprino Aldo Gangemi OCL ViT 208 0 0 30 May 2024
NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild Weining Ren Zihan Zhu Boyang Sun Jiaqi Chen Marc Pollefeys Songyou Peng 355 61 0 29 May 2024
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery Anand Gopalakrishnan Aleksandar Stanić Jürgen Schmidhuber M. C. Mozer 305 8 0 27 May 2024
Diagnosing the Compositional Knowledge of Vision Language Models from a Game-Theoretic View Jin Wang Shichao Dong Yapeng Zhu Kelu Yao Weidong Zhao Chao Li Ping Luo CoGe LRM 225 5 0 27 May 2024
Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis Basile Van Hoorick Rundi Wu Ege Ozguroglu Kyle Sargent Ruoshi Liu P. Tokmakov Achal Dave Changxi Zheng Carl Vondrick DiffM VGen 255 59 0 23 May 2024
Capsule Network Projectors are Equivariant and Invariant Learners Miles Everett A. Durrant Mingjun Zhong Georgios Leontidis SSL 3DPC 315 4 0 23 May 2024
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular VideosNeural Information Processing Systems (NeurIPS), 2024 Wen-Hsuan Chu Lei Ke Katerina Fragkiadaki 3DGS VGen 331 51 0 03 May 2024
OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics Yeon-Ji Song Jaein Kim Suhyung Choi Jin-Hwa Kim Byoung-Tak Zhang 235 0 0 29 Apr 2024
SpatialTracker: Tracking Any 2D Pixels in 3D Space Yuxi Xiao Qianqian Wang Shangzhan Zhang Nan Xue Sida Peng Yujun Shen Xiaowei Zhou 267 129 0 05 Apr 2024
RaSim: A Range-aware High-fidelity RGB-D Data Simulation Pipeline for Real-world Applications Xingyu Liu Chenyangguang Zhang Gu Wang Ruida Zhang Xiangyang Ji 215 2 0 05 Apr 2024
NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation Jiahao Chen Yipeng Qin Lingjie Liu Jiangbo Lu Guanbin Li 167 17 0 26 Mar 2024
Reasoning-Enhanced Object-Centric Learning for VideosKnowledge Discovery and Data Mining (KDD), 2024 Jian Li Pu Ren Yang Liu Hao Sun OCL LRM 331 4 0 22 Mar 2024
TAPTR: Tracking Any Point with Transformers as Detection Hongyang Li Hao Zhang Shilong Liu Zhaoyang Zeng Tianhe Ren Feng Li Lei Zhang 166 38 0 19 Mar 2024
Fast Sparse View Guided NeRF Update for Object Reconfigurations Ziqi Lu Jianbo Ye Xiaohan Fei Xiaolong Li Jiawei Mo Ashwin Swaminathan Stefano Soatto 237 4 0 16 Mar 2024
Synth $^2$ : Boosting Visual-Language Models with Synthetic Captions and Image Embeddings Sahand Sharifzadeh Christos Kaplanis Shreya Pathak D. Kumaran Anastasija Ilić Jovana Mitrović Charles Blundell Andrea Banino VLM 196 17 0 12 Mar 2024
Genetic Learning for Designing Sim-to-Real Data Augmentations Bram Vanherle Nick Michiels F. Reeth 128 0 0 11 Mar 2024
A spatiotemporal style transfer algorithm for dynamic visual stimulus generationNature Computational Science (Nat. Comput. Sci.), 2024 Antonino Greco Markus Siegel 181 7 0 07 Mar 2024
A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications Jiaqi Han Jiacheng Cen Liming Wu Zongzhao Li Xiangzhe Kong ... Zhewei Wei Deli Zhao Yu Rong Wenbing Huang Wenbing Huang AI4CE 541 48 0 01 Mar 2024
Parallelized Spatiotemporal Binding Gautam Singh Yue Wang Jiawei Yang Boris Ivanovic Sungjin Ahn Marco Pavone Tong Che 164 2 0 26 Feb 2024
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review Thang-Anh-Quan Nguyen Amine Bourki Mátyás Macudzinski Anthony Brunel M. Bennamoun 326 16 0 17 Feb 2024
Robust Inverse Graphics via Probabilistic Inference Tuan Anh Le Pavel Sountsov Matthew D. Hoffman Ben Lee Brian Patton Rif A. Saurous 257 0 0 02 Feb 2024
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations Bhishma Dedhia N. Jha OCL 294 1 0 02 Feb 2024
BootsTAP: Bootstrapped Training for Tracking-Any-Point Carl Doersch Pauline Luc Yi Yang Dilara Gokay Skanda Koppula ... Joseph Heyward Ignacio Rocco Ross Goroshin João Carreira Andrew Zisserman 274 80 0 01 Feb 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger Florentin Wörgötter Alexander S. Ecker 380 14 0 29 Jan 2024
Scaling Face Interaction Graph Networks to Real World Scenes Tatiana López-Guevara Yulia Rubanova William F. Whitney Tobias Pfaff Kimberly L. Stachenfeld Kelsey R. Allen AI4CE GNN 3DH 197 5 0 22 Jan 2024
Understanding Video Transformers via Universal Concept Discovery M. Kowal Achal Dave Rares Andrei Ambrus Adrien Gaidon Konstantinos G. Derpanis P. Tokmakov ViT 328 16 0 19 Jan 2024
EgoGen: An Egocentric Synthetic Data GeneratorComputer Vision and Pattern Recognition (CVPR), 2024 Gen Li Kai Zhao Siwei Zhang X. Lyu Mihai Dusmanu Yan Zhang Marc Pollefeys Siyu Tang EgoV VGen 358 23 0 16 Jan 2024
Unsupervised Object-Centric Learning from Multiple Unspecified ViewpointsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Jinyang Yuan Tonglin Chen Zhimeng Shen Bin Li Xiangyang Xue OCL 163 4 0 03 Jan 2024
DriveTrack: A Benchmark for Long-Range Point Tracking in Real-World VideosComputer Vision and Pattern Recognition (CVPR), 2023 Arjun Balasingam Joseph Chandler Chenning Li Zhoutong Zhang Hari Balakrishnan 160 17 0 15 Dec 2023
View-Dependent Octree-based Mesh Extraction in Unbounded Scenes for Procedural Synthetic Data Zeyu Ma Alexander Raistrick Lahav Lipson Gaowen Liu 177 0 0 13 Dec 2023
Template Free Reconstruction of Human-object Interaction with Procedural Interaction GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Xianghui Xie Bharat Lal Bhatnagar J. E. Lenssen Gerard Pons-Moll 3DH 381 22 0 12 Dec 2023
Learning 3D Particle-based Simulators from RGB-D VideosInternational Conference on Learning Representations (ICLR), 2023 William F. Whitney Tatiana López-Guevara Tobias Pfaff Yulia Rubanova Thomas Kipf Kimberly L. Stachenfeld Kelsey R. Allen VGen 224 15 0 08 Dec 2023
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single ImagesInternational Journal of Computer Vision (IJCV), 2023 Yafei Yang Bo Yang OCL 144 4 0 08 Dec 2023
Low-shot Object Learning with Mutual Exclusivity Bias Anh Thai Ahmad Humayun Stefan Stojanov Zixuan Huang Bikram Boote James M. Rehg 202 4 0 06 Dec 2023
Open-DDVM: A Reproduction and Extension of Diffusion Model for Optical Flow Estimation Qiaole Dong Bo Zhao Yanwei Fu 159 3 0 04 Dec 2023
Dense Optical Tracking: Connecting the DotsComputer Vision and Pattern Recognition (CVPR), 2023 G. L. Moing Jean Ponce Cordelia Schmid VOT 286 48 0 01 Dec 2023
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive TransformersComputer Vision and Pattern Recognition (CVPR), 2023 Ioannis Kakogeorgiou Spyros Gidaris Konstantinos Karantzalos N. Komodakis ViT OCL 377 26 0 01 Dec 2023
SODA: Bottleneck Diffusion Models for Representation LearningComputer Vision and Pattern Recognition (CVPR), 2023 Drew A. Hudson Daniel Zoran Mateusz Malinowski Andrew Kyle Lampinen Andrew Jaegle James L. McClelland Loic Matthey Felix Hill Alexander Lerchner DiffM 297 75 0 29 Nov 2023
Synthetic Data Generation for Bridging Sim2Real Gap in a Production Environment Parth Rawal Mrunal Sompura Wolfgang Hintze 215 5 0 18 Nov 2023
RESenv: A Realistic Earthquake Simulation Environment based on Unreal Engine Yitong Sun Hanchun Wang Zhejun Zhang Cyriel Diels Ali Asadipour 36 3 0 13 Nov 2023
Object-centric architectures enable efficient causal representation learningInternational Conference on Learning Representations (ICLR), 2023 Amin Mansouri Jason S. Hartford Yan Zhang Yoshua Bengio CML OCL OOD 246 24 0 29 Oct 2023
3D-GPT: Procedural 3D Modeling with Large Language Models Chunyi Sun Junlin Han Weijian Deng Xinlong Wang Zishan Qin Stephen Gould 196 65 0 19 Oct 2023