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2405.02077
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MVP-Shot: Multi-Velocity Progressive-Alignment Framework for Few-Shot Action Recognition
IEEE transactions on multimedia (IEEE TMM), 2024
3 May 2024
Hongyu Qu
Rui Yan
Xiangbo Shu
Haoliang Gao
Peng Huang
Guo-Sen Xie
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Papers citing
"MVP-Shot: Multi-Velocity Progressive-Alignment Framework for Few-Shot Action Recognition"
50 / 54 papers shown
Active Learning for GCN-based Action Recognition
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Label-Efficient Skeleton-based Recognition with Stable-Invertible Graph Convolutional Networks
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GNN
249
0
0
21 Nov 2025
FedMGP: Personalized Federated Learning with Multi-Group Text-Visual Prompts
Weihao Bo
Yanpeng Sun
Y. Wang
X. Zhang
Zechao Li
FedML
VLM
268
0
0
01 Nov 2025
OmniGaze: Reward-inspired Generalizable Gaze Estimation In The Wild
Hongyu Qu
Jianan Wei
Xiangbo Shu
Yazhou Yao
Wenguan Wang
Jinhui Tang
226
2
0
15 Oct 2025
Harnessing Group-Oriented Consistency Constraints for Semi-Supervised Semantic Segmentation in CdZnTe Semiconductors
Peihao Li
Yan Fang
Man Liu
H. Bai
Anhong Wang
Yunchao Wei
Y. Zhao
129
0
0
18 Aug 2025
Beyond Label Semantics: Language-Guided Action Anatomy for Few-shot Action Recognition
Zefeng Qian
Xincheng Yao
Yifei Huang
Chongyang Zhang
Jiangyong Ying
Hong Sun
256
1
0
22 Jul 2025
Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition
Hongyu Qu
Ling Xing
Rui Yan
Yazhou Yao
G. Xie
Xiangbo Shu
270
1
0
14 Apr 2025
Locality-aware Cross-modal Correspondence Learning for Dense Audio-Visual Events Localization
Ling Xing
Hongyu Qu
Rui Yan
Xiangbo Shu
Jinhui Tang
592
8
0
12 Sep 2024
A Comprehensive Review of Few-shot Action Recognition
Yuyang Wanyan
Xiaoshan Yang
Weiming Dong
Changsheng Xu
VLM
539
13
0
20 Jul 2024
Boosting Few-shot Action Recognition with Graph-guided Hybrid Matching
IEEE International Conference on Computer Vision (ICCV), 2023
Jiazheng Xing
Mengmeng Wang
Yudi Ruan
Bofan Chen
Yaowei Guo
B. Mu
Guangwen Dai
Jingdong Wang
Yong-Jin Liu
219
34
0
18 Aug 2023
M
3
^3
3
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
285
77
0
06 Aug 2023
MoLo: Motion-augmented Long-short Contrastive Learning for Few-shot Action Recognition
Computer Vision and Pattern Recognition (CVPR), 2023
Xiang Wang
Shiwei Zhang
Zhiwu Qing
Changxin Gao
Yingya Zhang
Deli Zhao
Nong Sang
211
61
0
03 Apr 2023
Semantic Prompt for Few-Shot Image Recognition
Computer Vision and Pattern Recognition (CVPR), 2023
Wentao Chen
Chenyang Si
Zhang Zhang
Liangdao Wang
Zilei Wang
Tien-Ping Tan
VLM
203
65
0
24 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
228
81
0
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
216
47
0
19 Jan 2023
SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification
IEEE transactions on multimedia (IEEE TMM), 2022
Fang Peng
Xiaoshan Yang
Linhui Xiao
Yaowei Wang
Changsheng Xu
VLM
224
72
0
28 Nov 2022
Hierarchical Compositional Representations for Few-shot Action Recognition
Computer Vision and Image Understanding (CVIU), 2022
Chang-bo Li
Jie Zhang
Shuzhe Wu
Xin Jin
Shiguang Shan
269
27
0
19 Aug 2022
MAR: Masked Autoencoders for Efficient Action Recognition
IEEE transactions on multimedia (IEEE TMM), 2022
Zhiwu Qing
Shiwei Zhang
Ziyuan Huang
Xiang Wang
Yuehuang Wang
Yiliang Lv
Changxin Gao
Nong Sang
248
59
0
24 Jul 2022
Compound Prototype Matching for Few-shot Action Recognition
European Conference on Computer Vision (ECCV), 2022
Yifei Huang
Lijin Yang
Yoichi Sato
368
59
0
12 Jul 2022
Conditional Prompt Learning for Vision-Language Models
Computer Vision and Pattern Recognition (CVPR), 2022
Kaiyang Zhou
Jingkang Yang
Chen Change Loy
Ziwei Liu
VLM
CLIP
VPVLM
514
1,898
0
10 Mar 2022
CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising
Jianjie Luo
Yehao Li
Yingwei Pan
Ting Yao
Hongyang Chao
Tao Mei
VLM
161
45
0
14 Dec 2021
Spatio-temporal Relation Modeling for Few-shot Action Recognition
Anirudh Thatipelli
Sanath Narayan
Salman Khan
Rao Muhammad Anwer
Fahad Shahbaz Khan
Guohao Li
ViT
264
112
0
09 Dec 2021
Prompting Visual-Language Models for Efficient Video Understanding
Chen Ju
Tengda Han
Kunhao Zheng
Ya Zhang
Weidi Xie
VPVLM
VLM
380
465
0
08 Dec 2021
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
Hu Xu
Gargi Ghosh
Po-Yao (Bernie) Huang
Dmytro Okhonko
Armen Aghajanyan
Florian Metze
Luke Zettlemoyer
Florian Metze Luke Zettlemoyer Christoph Feichtenhofer
CLIP
VLM
835
700
0
28 Sep 2021
TA2N: Two-Stage Action Alignment Network for Few-shot Action Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2021
Shuyuan Li
Huabin Liu
Rui Qian
Yuxi Li
John See
Mengjuan Fei
Xiaoyuan Yu
W. Lin
289
79
0
10 Jul 2021
Learning Implicit Temporal Alignment for Few-shot Video Classification
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Songyang Zhang
Jiale Zhou
Xuming He
AI4TS
195
53
0
11 May 2021
Learning Transferable Visual Models From Natural Language Supervision
International Conference on Machine Learning (ICML), 2021
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
...
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
CLIP
VLM
2.0K
42,087
0
26 Feb 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
379
182
0
15 Jan 2021
Language Models are Few-Shot Learners
Neural Information Processing Systems (NeurIPS), 2020
Tom B. Brown
Benjamin Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
...
Christopher Berner
Sam McCandlish
Alec Radford
Ilya Sutskever
Dario Amodei
BDL
2.0K
53,198
0
28 May 2020
TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition
Rami Ben-Ari
Mor Shpigel
Ophir Azulai
Udi Barzelay
Daniel Rotman
ViT
215
27
0
21 Apr 2020
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning
Yan Wang
Wei-Lun Chao
Kilian Q. Weinberger
Laurens van der Maaten
VLM
271
375
0
12 Nov 2019
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Xiangbo Shu
Liyan Zhang
Guo-Jun Qi
Wei Liu
Jinhui Tang
3DH
HAI
287
246
0
29 Sep 2019
Meta-Learning with Implicit Gradients
Neural Information Processing Systems (NeurIPS), 2019
Aravind Rajeswaran
Chelsea Finn
Sham Kakade
Sergey Levine
494
947
0
10 Sep 2019
TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition
British Machine Vision Conference (BMVC), 2019
M. Bishay
Georgios Zoumpourlis
Ioannis Patras
ViT
231
165
0
21 Jul 2019
Few-Shot Video Classification via Temporal Alignment
Computer Vision and Pattern Recognition (CVPR), 2019
Kaidi Cao
Jingwei Ji
Zhangjie Cao
C. Chang
Juan Carlos Niebles
AI4TS
260
270
0
27 Jun 2019
Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning
International Journal of Computer Vision (IJCV), 2019
Han-Jia Ye
Hexiang Hu
De-Chuan Zhan
290
65
0
07 Jun 2019
Image Deformation Meta-Networks for One-Shot Learning
Computer Vision and Pattern Recognition (CVPR), 2019
Z. Chen
Yanwei Fu
Yu-Xiong Wang
Lin Ma
Wei Liu
M. Hebert
183
244
0
28 May 2019
TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning
International Conference on Machine Learning (ICML), 2019
Sung Whan Yoon
Jun Seo
Jaekyun Moon
205
293
0
16 May 2019
SlowFast Networks for Video Recognition
Christoph Feichtenhofer
Haoqi Fan
Jitendra Malik
Kaiming He
566
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0
10 Dec 2018
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions
Han-Jia Ye
Hexiang Hu
De-Chuan Zhan
Fei Sha
531
778
0
10 Dec 2018
TSM: Temporal Shift Module for Efficient Video Understanding
IEEE International Conference on Computer Vision (ICCV), 2018
Ji Lin
Chuang Gan
Song Han
636
1,960
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20 Nov 2018
Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition
Xiangbo Shu
Jinhui Tang
Guo-Jun Qi
Wen Liu
Zhiqiang Wang
HAI
167
194
0
01 Nov 2018
Meta-Learning with Latent Embedding Optimization
International Conference on Learning Representations (ICLR), 2018
Andrei A. Rusu
Dushyant Rao
Jakub Sygnowski
Oriol Vinyals
Razvan Pascanu
Simon Osindero
R. Hadsell
643
1,480
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16 Jul 2018
Task-Agnostic Meta-Learning for Few-shot Learning
Muhammad Abdullah Jamal
Guo-Jun Qi
M. Shah
210
517
0
20 May 2018
The "something something" video database for learning and evaluating visual common sense
IEEE International Conference on Computer Vision (ICCV), 2017
Raghav Goyal
Samira Ebrahimi Kahou
Vincent Michalski
Joanna Materzynska
S. Westphal
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Moritz Mueller-Freitag
F. Hoppe
Christian Thurau
Ingo Bax
Roland Memisevic
VLM
461
1,797
0
13 Jun 2017
Attention Is All You Need
Neural Information Processing Systems (NeurIPS), 2017
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
4.4K
163,656
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Few-Shot Image Recognition by Predicting Parameters from Activations
Siyuan Qiao
Chenxi Liu
Wei Shen
Alan Yuille
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252
580
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12 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
João Carreira
Andrew Zisserman
776
9,070
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22 May 2017
Prototypical Networks for Few-shot Learning
Jake C. Snell
Kevin Swersky
R. Zemel
659
9,369
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15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
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