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Multi-Modal Domain Adaptation for Fine-Grained Action Recognition

27 January 2020

Jonathan Munro

Dima Damen

EgoV

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Papers citing "Multi-Modal Domain Adaptation for Fine-Grained Action Recognition"

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Title
M3OOD: Automatic Selection of Multimodal OOD Detectors Yuehan Qin Li Li Defu Cao Tiankai Yang Yue Zhao OODD 44 0 0 16 Aug 2025
Generating Dialogues from Egocentric Instructional Videos for Task Assistance: Dataset, Method and Benchmark Lavisha Aggarwal Vikas Bahirwani Lin Li Andrea Colaco VGen 16 0 0 15 Aug 2025
Learning Robust Intervention Representations with Delta Embeddings Panagiotis Alimisis Christos Diou OOD CML 61 0 0 06 Aug 2025
Punching Bag vs. Punching Person: Motion Transferability in Videos Raiyaan Abdullah Jared Claypoole Michael Cogswell Ajay Divakaran Yogesh S Rawat 16 0 0 31 Jul 2025
F $^3$ Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos Zhaoyu Liu Kan Jiang Murong Ma Zhe Hou Yun Lin Jin Song Dong 120 1 0 11 Apr 2025
Secure On-Device Video OOD Detection Without Backpropagation Li Li Peilin Cai Yuxiao Zhou Zhiyu Ni Renjie Liang You Qin Yi Nian Zhuowen Tu Xiyang Hu Yue Zhao OODD FedML 164 5 0 08 Mar 2025
Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data Xiang Fang Arvind Easwaran B. Genest Ponnuthurai Nagaratnam Suganthan 209 28 0 09 Dec 2024
Egocentric zone-aware action recognition across environments Simone Alberto Peirone Gabriele Goletto M. Planamente A. Bottino Barbara Caputo Giuseppe Averta EgoV 119 2 0 21 Sep 2024
Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision Hao Dong Eleni Chatzi Olga Fink 111 8 0 01 Jul 2024
TransferAttn: Transferable-guided Attention Is All You Need for Video Domain Adaptation Andre Sacilotti Samuel Felipe dos Santos N. Sebe Jurandy Almeida ViT 121 1 0 01 Jul 2024
Multimodal Cross-Domain Few-Shot Learning for Egocentric Action Recognition Masashi Hatano Ryo Hachiuma Ryoske Fujii Hideo Saito EgoV 148 7 0 30 May 2024
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities Hao Dong Yue Zhao Eleni Chatzi Olga Fink OODD 101 19 0 27 May 2024
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception Shuangpeng Han Ziyu Wang Mengmi Zhang 129 0 0 26 May 2024
Alignment Helps Make the Most of Multimodal Data Christian Arnold Andreas Küpfer 191 2 0 14 May 2024
FineParser: A Fine-grained Spatio-temporal Action Parser for Human-centric Action Quality Assessment Jinglin Xu Sibo Yin Guohao Zhao Zishuo Wang Yuxin Peng 134 17 0 11 May 2024
Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition Zhendong Liu Haifeng Xia Tong Guo Libo Sun Ming Shao Siyu Xia 108 2 0 30 Apr 2024
DGMamba: Domain Generalization via Generalized State Space Model Shaocong Long Qianyu Zhou Hefei Ling Xuequan Lu Chenhao Ying Yuan Luo Lizhuang Ma Shuicheng Yan 153 13 0 11 Apr 2024
Adversarially Masked Video Consistency for Unsupervised Domain Adaptation Xiaoyu Zhu Junwei Liang Po-Yao Huang Alex Hauptmann 118 1 0 24 Mar 2024
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World Yifei Huang Guo Chen Jilan Xu Mingfang Zhang Lijin Yang ... Hongjie Zhang Lu Dong Yali Wang Limin Wang Yu Qiao EgoV 205 52 0 24 Mar 2024
Tell, Don't Show!: Language Guidance Eases Transfer Across Domains in Images and Videos Tarun Kalluri Bodhisattwa Prasad Majumder Manmohan Chandraker VLM 152 6 0 08 Mar 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives Simone Alberto Peirone Francesca Pistilli A. Alliegro Giuseppe Averta EgoV 150 7 0 05 Mar 2024
Rethinking CLIP-based Video Learners in Cross-Domain Open-Vocabulary Action Recognition Kun-Yu Lin Henghui Ding Jiaming Zhou Yu-Ming Tang Yi-Xing Peng Zhilin Zhao Chen Change Loy Wei-Shi Zheng VLM 166 19 0 03 Mar 2024
We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline Simar Kareer Vivek Vijaykumar Harsh Maheshwari Prithvijit Chattopadhyay Judy Hoffman Viraj Prabhu 144 2 0 01 Feb 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 300 19 0 30 Jan 2024
Transfer Learning in Human Activity Recognition: A Survey Sourish Gunesh Dhekane Thomas Ploetz MU AI4TS 116 48 0 18 Jan 2024
Multi-Modal Domain Adaptation Across Video Scenes for Temporal Video Grounding Haifeng Huang Yang Zhao Zehan Wang Yan Xia Zhou Zhao 102 1 0 21 Dec 2023
SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization David Pujol-Perich Albert Clapés Sergio Escalera 274 1 0 20 Dec 2023
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao 117 2 0 11 Dec 2023
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection? Rosario Leonardi Antonino Furnari Francesco Ragusa G. Farinella EgoV 109 4 0 05 Dec 2023
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs Camillo Quattrocchi Antonino Furnari Daniele Di Mauro M. Giuffrida G. Farinella 161 13 0 05 Dec 2023
Overcoming Label Noise for Source-free Unsupervised Video Domain Adaptation A. Dasgupta C. V. Jawahar Karteek Alahari TTA VLM 123 12 0 30 Nov 2023
Object-based (yet Class-agnostic) Video Domain Adaptation Dantong Niu Amir Bar Roei Herzig Trevor Darrell Anna Rohrbach 108 1 0 29 Nov 2023
Exo2EgoDVC: Dense Video Captioning of Egocentric Procedural Activities Using Web Instructional Videos Takehiko Ohkawa Takuma Yagi Taichi Nishimura Ryosuke Furuta Atsushi Hashimoto Yoshitaka Ushiku Yoichi Sato EgoV 120 9 0 28 Nov 2023
Multi-modal Instance Refinement for Cross-domain Action Recognition Yuan Qing Naixing Wu Shaohua Wan Lixin Duan 65 0 0 24 Nov 2023
GLAD: Global-Local View Alignment and Background Debiasing for Unsupervised Video Domain Adaptation with Large Domain Gap Hyogun Lee Kyungho Bae Seong Jong Ha Yumin Ko Gyeong-Moon Park Jinwoo Choi 93 2 0 21 Nov 2023
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization Hao Dong Ismail Nejjar Han Sun Eleni Chatzi Olga Fink 147 31 0 30 Oct 2023
Diversifying Spatial-Temporal Perception for Video Domain Generalization Kun-Yu Lin Jia-Run Du Yipeng Gao Jiaming Zhou Wei-Shi Zheng 108 20 0 27 Oct 2023
Proposal-based Temporal Action Localization with Point-level Supervision Yuan Yin Yifei Huang Ryosuke Furuta Yoichi Sato 81 2 0 09 Oct 2023
Zero-shot Learning of Drug Response Prediction for Preclinical Drug Screening Kun Li Yong Luo Xiantao Cai Wenbin Hu Di Lin 120 2 0 05 Oct 2023
MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Fei Pan Xu Yin Seokju Lee Axi Niu Sungeui Yoon In So Kweon 144 2 0 21 Sep 2023
Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation Hejun Xiao Kunyu Peng Xiangsheng Huang Alina Roitberg Hao Li Zhao Wang Rainer Stiefelhagen 71 5 0 23 Aug 2023
The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation Giacomo Zara Alessandro Conti Subhankar Roy Stéphane Lathuilière Paolo Rota Elisa Ricci 108 13 0 17 Aug 2023
An Outlook into the Future of Egocentric Vision Chiara Plizzari Gabriele Goletto Antonino Furnari Siddhant Bansal Francesco Ragusa G. Farinella Dima Damen Tatiana Tommasi EgoV 138 54 0 14 Aug 2023
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training Hongfei Yan Zehua Wang Yushen Wei Zerui Li Guanbin Li Liang Lin 119 52 0 17 Jul 2023
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations Chiara Plizzari Toby Perrett Barbara Caputo Dima Damen EgoV 146 18 0 14 Jun 2023
Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains Kunyu Peng Di Wen David Schneider Kailai Li Kailun Yang M. Sarfraz Rainer Stiefelhagen Alina Roitberg 130 2 0 15 May 2023
AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation Giacomo Zara Subhankar Roy Paolo Rota Elisa Ricci VLM 151 16 0 03 Apr 2023
Egocentric Audio-Visual Object Localization Chao Huang Yapeng Tian Anurag Kumar Chenliang Xu EgoV 99 38 0 23 Mar 2023
You Can Ground Earlier than See: An Effective and Efficient Pipeline for Temporal Sentence Grounding in Compressed Videos Xiang Fang Daizong Liu Pan Zhou Guoshun Nan 128 42 0 14 Mar 2023
Simplifying Open-Set Video Domain Adaptation with Contrastive Learning Giacomo Zara Victor G. Turrisi da Costa Subhankar Roy Paolo Rota Elisa Ricci 109 3 0 09 Jan 2023