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2101.08085
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Few-shot Action Recognition with Prototype-centered Attentive Learning
British Machine Vision Conference (BMVC), 2021
20 January 2021
Xiatian Zhu
Antoine Toisoul
Juan-Manuel Prez-Ra
Li Zhang
Brais Martínez
Tao Xiang
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Papers citing
"Few-shot Action Recognition with Prototype-centered Attentive Learning"
28 / 28 papers shown
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-Net: Adaptively Aligned Multi-Scale Moment for Few-Shot Action Recognition
International Journal of Computer Vision (IJCV), 2025
Zilin Gao
Qilong Wang
Bingbing Zhang
Q. Hu
P. Li
186
0
0
22 Sep 2025
Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition
Congqi Cao
Peiheng Han
Y. Zhang
Yating Yu
Qinyi Lv
Lingtong Min
Yanning Zhang
VLM
464
1
0
09 May 2025
DUNE: Distilling a Universal Encoder from Heterogeneous 2D and 3D Teachers
Computer Vision and Pattern Recognition (CVPR), 2025
Mert Bulent Sariyildiz
Philippe Weinzaepfel
Thomas Lucas
Pau de Jorge
Diane Larlus
Yannis Kalantidis
383
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18 Mar 2025
Task-Adapter: Task-specific Adaptation of Image Models for Few-shot Action Recognition
ACM Multimedia (MM), 2024
Congqi Cao
Guibiao Liao
Yating Yu
Kanglin Liu
Lingtong Min
Yanning Zhang
399
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01 Aug 2024
A Comprehensive Review of Few-shot Action Recognition
Yuyang Wanyan
Xiaoshan Yang
Weiming Dong
Changsheng Xu
VLM
573
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20 Jul 2024
Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition
Yuke Li
Guangyi Chen
Ben Abramowitz
Stefano Anzellotti
Donglai Wei
TTA
322
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20 Feb 2024
Multi-view Distillation based on Multi-modal Fusion for Few-shot Action Recognition(CLIP-
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Fei-Yu Guo
YiKang Wang
Han Qi
WenPing Jin
Li Zhu
231
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16 Jan 2024
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Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition
ACM Multimedia (ACM MM), 2023
Hao Tang
Jun Liu
Shuanglin Yan
Rui Yan
Zechao Li
Jinhui Tang
316
86
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06 Aug 2023
Task-Specific Alignment and Multiple Level Transformer for Few-Shot Action Recognition
Neurocomputing (Neurocomputing), 2023
Fei-Yu Guo
Li Zhu
Yiwang Wang
Jing Sun
ViT
268
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05 Jul 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work
Qiangchang Wang
Yilong Yin
341
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02 Jun 2023
MMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition
Computer Vision and Pattern Recognition (CVPR), 2023
Xinyu Gong
S. Mohan
Naina Dhingra
Jean-Charles Bazin
Yilei Li
Zinan Lin
Rakesh Ranjan
EgoV
540
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12 May 2023
Use Your Head: Improving Long-Tail Video Recognition
Computer Vision and Pattern Recognition (CVPR), 2023
Toby Perrett
Saptarshi Sinha
T. Burghardt
Majid Mirmehdi
Dima Damen
241
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03 Apr 2023
Rethinking matching-based few-shot action recognition
Scandinavian Conference on Image Analysis (SCIA), 2023
Juliette Bertrand
Yannis Kalantidis
Giorgos Tolias
194
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28 Mar 2023
Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2023
Yuecong Xu
Jianfei Yang
Yunjiao Zhou
Zhenghua Chen
Ruibing Jin
Xiaoli Li
216
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18 Mar 2023
CLIP-guided Prototype Modulating for Few-shot Action Recognition
International Journal of Computer Vision (IJCV), 2023
Xiang Wang
Shiwei Zhang
Jun Cen
Changxin Gao
Yingya Zhang
Deli Zhao
Nong Sang
VLM
293
84
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06 Mar 2023
Revisiting the Spatial and Temporal Modeling for Few-shot Action Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2023
Jiazheng Xing
Mengmeng Wang
Yong-Jin Liu
B. Mu
ViT
243
48
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19 Jan 2023
Multimodal Prototype-Enhanced Network for Few-Shot Action Recognition
International Conference on Multimedia Retrieval (ICMR), 2022
Xin Ni
Yong Liu
Hao Wen
Yatai Ji
Jing Xiao
Yujiu Yang
329
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09 Dec 2022
VLG: General Video Recognition with Web Textual Knowledge
International Journal of Computer Vision (IJCV), 2022
Jintao Lin
Zhaoyang Liu
Wenhai Wang
Wayne Wu
Limin Wang
343
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03 Dec 2022
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning
European Conference on Computer Vision (ECCV), 2022
Sauradip Nag
Xiatian Zhu
Yi-Zhe Song
Tao Xiang
ViT
226
59
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14 Jul 2022
Compound Prototype Matching for Few-shot Action Recognition
European Conference on Computer Vision (ECCV), 2022
Yifei Huang
Lijin Yang
Yoichi Sato
405
61
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12 Jul 2022
Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning
Guangyu Sun
Zhangpu Liu
Lianggong Wen
Jing Shi
Chenliang Xu
195
3
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12 Dec 2021
MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification
Rex Liu
Huan Zhang
Hamed Pirsiavash
Xin Liu
ViT
326
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08 Dec 2021
Prompting Visual-Language Models for Efficient Video Understanding
Chen Ju
Tengda Han
Kunhao Zheng
Ya Zhang
Weidi Xie
VPVLM
VLM
433
475
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08 Dec 2021
A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark
British Machine Vision Conference (BMVC), 2021
Zhenxi Zhu
Limin Wang
Sheng Guo
Gangshan Wu
241
34
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24 Oct 2021
Few-Shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning
Jiahao Wang
Yunhong Wang
Sheng Liu
Annan Li
174
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15 Aug 2021
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification
British Machine Vision Conference (BMVC), 2021
Andrés Villa
Juan-Manuel Perez-Rua
Victor Escorcia
Vladimir Araujo
Juan Carlos Niebles
Alvaro Soto
171
0
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21 Jun 2021
Few-Shot Action Recognition with Compromised Metric via Optimal Transport
Su Lu
Han-Jia Ye
De-Chuan Zhan
192
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08 Apr 2021
Temporal-Relational CrossTransformers for Few-Shot Action Recognition
Computer Vision and Pattern Recognition (CVPR), 2021
Toby Perrett
A. Masullo
T. Burghardt
Majid Mirmehdi
Dima Damen
ViT
531
184
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15 Jan 2021
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