Is an Object-Centric Video Representation Beneficial for Transfer?

20 July 2022

Papers citing "Is an Object-Centric Video Representation Beneficial for Transfer?"

25 / 25 papers shown

Title
Memory-efficient Streaming VideoLLMs for Real-time Procedural Video Understanding Dibyadip Chatterjee Edoardo Remelli Yale Song Bugra Tekin Abhay Mittal ... Shreyas Hampali Eric Sauser Shugao Ma Angela Yao Fadime Sener VLM 30 0 0 10 Apr 2025
PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning Angel Villar-Corrales Sven Behnke 67 2 0 11 Feb 2025
SOAR: Self-supervision Optimized UAV Action Recognition with Efficient Object-Aware Pretraining Ruiqi Xian Xiyang Wu Tianrui Guan Xijun Wang Boqing Gong Dinesh Manocha ViT 19 0 0 26 Sep 2024
Rethinking Image-to-Video Adaptation: An Object-centric Perspective Rui Qian Shuangrui Ding Dahua Lin OCL 36 1 0 09 Jul 2024
Simultaneous Detection and Interaction Reasoning for Object-Centric Action Recognition Xunsong Li Pengzhan Sun Yangcen Liu Lixin Duan Wen Li 27 1 0 18 Apr 2024
Reasoning-Enhanced Object-Centric Learning for Videos Jian Li Pu Ren Yang Liu Hao-Lun Sun OCL LRM 28 2 0 22 Mar 2024
GPT4Ego: Unleashing the Potential of Pre-trained Models for Zero-Shot Egocentric Action Recognition Guangzhao Dai Xiangbo Shu Wenhao Wu Rui Yan Jiachao Zhang VLM 11 5 0 18 Jan 2024
TACO: Benchmarking Generalizable Bimanual Tool-ACtion-Object Understanding Yun-Hai Liu Haolin Yang Xu Si Ling Liu Zipeng Li Yuxiang Zhang Yebin Liu Li Yi 52 22 0 16 Jan 2024
ST(OR)2: Spatio-Temporal Object Level Reasoning for Activity Recognition in the Operating Room Idris Hamoud Muhammad Abdullah Jamal V. Srivastav Didier Mutter N. Padoy Omid Mohareri 11 2 0 19 Dec 2023
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter N. Padoy MedIm 20 4 0 11 Dec 2023
Object-centric Video Representation for Long-term Action Anticipation Ce Zhang Changcheng Fu Shijie Wang Nakul Agarwal Kwonjoon Lee Chiho Choi Chen Sun 10 14 0 31 Oct 2023
RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-centric Learning Nathan G. Drenkow Mathias Unberath 16 3 0 28 Aug 2023
MOFO: MOtion FOcused Self-Supervision for Video Understanding Mona Ahmadian Frank Guerin Andrew Gilbert 10 2 0 23 Aug 2023
Opening the Vocabulary of Egocentric Actions Dibyadip Chatterjee Fadime Sener Shugao Ma Angela Yao VLM 14 6 0 22 Aug 2023
Helping Hands: An Object-Aware Ego-Centric Video Recognition Model Chuhan Zhang Ankush Gupta Andrew Zisserman VLM 10 19 0 15 Aug 2023
Does Visual Pretraining Help End-to-End Reasoning? Chen Sun Calvin Luo Xingyi Zhou Anurag Arnab Cordelia Schmid OCL LRM ViT 20 3 0 17 Jul 2023
Multimodal Distillation for Egocentric Action Recognition Gorjan Radevski Dusan Grujicic Marie-Francine Moens Matthew Blaschko Tinne Tuytelaars EgoV 13 22 0 14 Jul 2023
How can objects help action recognition? Xingyi Zhou Anurag Arnab Chen Sun Cordelia Schmid 19 14 0 20 Jun 2023
Modelling Spatio-Temporal Interactions for Compositional Action Recognition Ramanathan Rajendiran Debaditya Roy Basura Fernando 29 1 0 04 May 2023
Interaction Region Visual Transformer for Egocentric Action Anticipation Debaditya Roy Ramanathan Rajendiran Basura Fernando 28 15 0 25 Nov 2022
Students taught by multimodal teachers are superior action recognizers Gorjan Radevski Dusan Grujicic Matthew Blaschko Marie-Francine Moens Tinne Tuytelaars 11 1 0 09 Oct 2022
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi-Xin Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 94 1,289 0 13 Oct 2021
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 244 453 0 30 Nov 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 208 809 0 04 Apr 2018
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 252 1,394 0 01 Dec 2016