EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding

5 January 2023

Shuhan Tan

Papers citing "EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding"

20 / 20 papers shown

Title
Knowledge Distillation for Multimodal Egocentric Action Recognition Robust to Missing Modalities Maria Santos-Villafranca Dustin Carrión-Ojeda Alejandro Pérez-Yus J. Bermudez-Cameo Jose J. Guerrero Simone Schaub-Meyer EgoV VLM 37 0 0 11 Apr 2025
Learning Predictive Visuomotor Coordination Wenqi Jia Bolin Lai Miao Liu Danfei Xu James M. Rehg 47 0 0 30 Mar 2025
COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity Recognition Baiyu Chen Wilson Wongso Zechen Li Yonchanok Khaokaew Hao Xue Flora D. Salim 63 0 0 10 Mar 2025
Wearable Accelerometer Foundation Models for Health via Knowledge Distillation Salar Abbaspourazad Anshuman Mishra Joseph D. Futoma Andrew C. Miller Ian Shapiro 90 0 0 15 Dec 2024
UniMTS: Unified Pre-training for Motion Time Series Xiyuan Zhang Diyan Teng Ranak Roy Chowdhury Shuheng Li Dezhi Hong Rajesh K. Gupta Jingbo Shang AI4TS 21 3 0 18 Oct 2024
EgoLM: Multi-Modal Language Model of Egocentric Motions Fangzhou Hong Vladimir Guzov Hyo Jin Kim Yuting Ye Richard Newcombe Ziwei Liu Lingni Ma 37 5 0 26 Sep 2024
Spherical World-Locking for Audio-Visual Localization in Egocentric Videos Heeseung Yun Ruohan Gao Ishwarya Ananthabhotla Anurag Kumar Jacob Donley Chao Li Gunhee Kim V. Ithapu Calvin Murdock 47 1 0 09 Aug 2024
Self-supervised visual learning from interactions with objects A. Aubret Céline Teulière Jochen Triesch 55 5 0 09 Jul 2024
Multimodal Cross-Domain Few-Shot Learning for Egocentric Action Recognition Masashi Hatano Ryo Hachiuma Ryoske Fujii Hideo Saito EgoV 42 4 0 30 May 2024
EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views Yuhang Yang Wei Zhai Chengfeng Wang Chengjun Yu Yang Cao Zheng-jun Zha 44 5 0 22 May 2024
EgoPAT3Dv2: Predicting 3D Action Target from 2D Egocentric Vision for Human-Robot Interaction Irving Fang Yuzhong Chen Yifan Wang Jianghan Zhang Qiushi Zhang ... Xibo He Weibo Gao Hao Su Yiming Li Chen Feng EgoV 29 2 0 08 Mar 2024
Towards Generalizable Zero-Shot Manipulation via Translating Human Interaction Plans Homanga Bharadhwaj Abhi Gupta Vikash Kumar Shubham Tulsiani LM&Ro 24 38 0 01 Dec 2023
Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes Chi-Hsi Kung Shu-Wei Lu Yi-Hsuan Tsai Yi-Ting Chen 35 6 0 29 Nov 2023
Multimodal Distillation for Egocentric Action Recognition Gorjan Radevski Dusan Grujicic Marie-Francine Moens Matthew Blaschko Tinne Tuytelaars EgoV 23 23 0 14 Jul 2023
EPIC Fields: Marrying 3D Geometry and Video Understanding Vadim Tschernezki Ahmad Darkhalil Zhifan Zhu David Fouhey Iro Laina Diane Larlus Dima Damen Andrea Vedaldi EgoV 40 30 0 14 Jun 2023
Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar Mannat Singh Nikhil Ravi L. V. D. van der Maaten Armand Joulin Ishan Misra 226 226 0 20 Jan 2022
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 253 1,024 0 13 Oct 2021
How You Move Your Head Tells What You Do: Self-supervised Video Representation Learning with Egocentric Cameras and IMU Sensors Satoshi Tsutsui Ruta Desai Karl Ridgeway SSL 41 4 0 04 Oct 2021
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition Yue Meng Yikang Shen Chung-Ching Lin P. Sattigeri Leonid Karlinsky Kate Saenko A. Oliva Rogerio Feris 70 62 0 10 Feb 2021
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 142 496 0 24 Apr 2018