Temporal-Relational CrossTransformers for Few-Shot Action Recognition

15 January 2021

Dima Damen

Papers citing "Temporal-Relational CrossTransformers for Few-Shot Action Recognition"

50 / 69 papers shown

Title
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 38 0 0 09 May 2025
Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition Hongyu Qu Ling Xing Rui Yan Yazhou Yao G. Xie Xiangbo Shu 29 0 0 14 Apr 2025
DUNE: Distilling a Universal Encoder from Heterogeneous 2D and 3D Teachers Mert Bulent Sariyildiz Philippe Weinzaepfel Thomas Lucas Pau de Jorge Diane Larlus Yannis Kalantidis 55 0 0 18 Mar 2025
Learning to Animate Images from A Few Videos to Portray Delicate Human Actions Haoxin Li Yingchen Yu Qilong Wu Hanwang Zhang Boyang Li Song Bai 3DH VGen 132 0 0 01 Mar 2025
Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence Wenbo Huang Jinghui Zhang G. Li Lei Zhang Shuoyuan Wang Fang Dong Jiahui Jin Takahiro Ogawa Miki Haseyama Mamba 84 1 0 10 Dec 2024
Video-to-Task Learning via Motion-Guided Attention for Few-Shot Action Recognition Hanyu Guo Wanchuan Yu Suzhou Que Kaiwen Du Yan Yan Hanzi Wang 68 1 0 18 Nov 2024
Frame Order Matters: A Temporal Sequence-Aware Model for Few-Shot Action Recognition Bozheng Li Mushui Liu Gaoang Wang Yunlong Yu 26 5 0 22 Aug 2024
MU-MAE: Multimodal Masked Autoencoders-Based One-Shot Learning Rex Liu Xin Liu 38 1 0 08 Aug 2024
Task-Adapter: Task-specific Adaptation of Image Models for Few-shot Action Recognition Congqi Cao Guibiao Liao Yating Yu Kanglin Liu Lingtong Min Yanning Zhang 30 4 0 01 Aug 2024
Trajectory-aligned Space-time Tokens for Few-shot Action Recognition Pulkit Kumar Namitha Padmanabhan Luke Luo Sai Saketh Rambhatla Abhinav Shrivastava 32 4 0 25 Jul 2024
SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition Wenbo Huang Jinghui Zhang Xuwei Qian Zhen Wu Meng Wang Lei Zhang 21 1 0 23 Jul 2024
A Comprehensive Review of Few-shot Action Recognition Yuyang Wanyan Xiaoshan Yang Weiming Dong Changsheng Xu VLM 63 3 0 20 Jul 2024
DMSD-CDFSAR: Distillation from Mixed-Source Domain for Cross-Domain Few-shot Action Recognition Fei-Yu Guo YiKang Wang Han Qi Li Zhu Jing Sun 20 2 0 08 Jul 2024
Understanding the Cross-Domain Capabilities of Video-Based Few-Shot Action Recognition Models Georgia Markham M. Balamurali Andrew J. Hill 36 1 0 03 Jun 2024
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey Muhammad Bilal Shaikh Syed Mohammed Shamsul Islam Douglas Chai Naveed Akhtar 35 9 0 22 May 2024
MVP-Shot: Multi-Velocity Progressive-Alignment Framework for Few-Shot Action Recognition Hongyu Qu Rui Yan Xiangbo Shu Haoliang Gao Peng Huang Guo-Sen Xie 49 4 0 03 May 2024
Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition Yuke Li Guangyi Chen Ben Abramowitz Stefano Anzellotti Donglai Wei TTA 40 1 0 20 Feb 2024
Taylor Videos for Action Recognition Lei Wang Xiuyuan Yuan Tom Gedeon Liang Zheng 26 5 0 05 Feb 2024
ActionHub: A Large-scale Action Video Description Dataset for Zero-shot Action Recognition Jiaming Zhou Junwei Liang Kun-Yu Lin Jinrui Yang Wei-Shi Zheng VLM 16 8 0 22 Jan 2024
$Multi-view Distillation based on Multi-modal Fusion for Few-shot Action Recognition(CLIP-$\mathrm{M^2}$DF)$ Multi-view Distillation based on Multi-modal Fusion for Few-shot Action Recognition(CLIP- $\mathrm{M^2}$ DF) Fei-Yu Guo YiKang Wang Han Qi WenPing Jin Li Zhu 17 2 0 16 Jan 2024
D $^2$ ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition Wenjie Pei Qizhong Tan Guangming Lu Jiandong Tian 41 3 0 03 Dec 2023
$Consistency Prototype Module and Motion Compensation for Few-Shot Action Recognition (CLIP-CP$\mathbf{M^2}$C)$ Consistency Prototype Module and Motion Compensation for Few-Shot Action Recognition (CLIP-CP $\mathbf{M^2}$ C) Fei-Yu Guo Li Zhu YiKang Wang Han Qi 9 2 0 02 Dec 2023
Semantic-aware Video Representation for Few-shot Action Recognition Yutao Tang Benjamin Bejar René Vidal 40 7 0 10 Nov 2023
Few-shot Action Recognition with Captioning Foundation Models Xiang Wang Shiwei Zhang Hangjie Yuan Yingya Zhang Changxin Gao Deli Zhao Nong Sang VLM 24 7 0 16 Oct 2023
Telling Stories for Common Sense Zero-Shot Action Recognition Shreyank N. Gowda Carolina Scarton LM&Ro 22 2 0 29 Sep 2023
Text-to-feature diffusion for audio-visual few-shot learning Otniel-Bogdan Mercea Thomas Hummel A. Sophia Koepke Zeynep Akata VLM 27 2 0 07 Sep 2023
Boosting Few-shot Action Recognition with Graph-guided Hybrid Matching Jiazheng Xing Mengmeng Wang Yudi Ruan Bofan Chen Yaowei Guo B. Mu Guangwen Dai Jingdong Wang Yong-Jin Liu 22 18 0 18 Aug 2023
On the Importance of Spatial Relations for Few-shot Action Recognition Yilun Zhang Yu Fu Xingjun Ma Lizhe Qi Jingjing Chen Zuxuan Wu Yueping Jiang ViT 11 6 0 14 Aug 2023
M $^3$ Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition Hao Tang Jun Liu Shuanglin Yan Rui Yan Zechao Li Jinhui Tang 19 37 0 06 Aug 2023
Multimodal Adaptation of CLIP for Few-Shot Action Recognition Jiazheng Xing Mengmeng Wang Xiaojun Hou Guangwen Dai Jingdong Wang Yong-Jin Liu VLM 15 0 0 03 Aug 2023
Task-Specific Alignment and Multiple Level Transformer for Few-Shot Action Recognition Fei-Yu Guo Li Zhu Yiwang Wang Jing Sun ViT 17 6 0 05 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 13 16 0 14 Jun 2023
Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains Kunyu Peng Di Wen David Schneider Jiaming Zhang Kailun Yang M. Sarfraz Rainer Stiefelhagen Alina Roitberg 22 2 0 15 May 2023
Few-shot Action Recognition via Intra- and Inter-Video Information Maximization Huabin Liu W. Lin Tieyuan Chen Yuxi Li Shuyuan Li John See 23 5 0 10 May 2023
Use Your Head: Improving Long-Tail Video Recognition Toby Perrett Saptarshi Sinha T. Burghardt Majid Mirmehdi Dima Damen 28 15 0 03 Apr 2023
MoLo: Motion-augmented Long-short Contrastive Learning for Few-shot Action Recognition Xiang Wang Shiwei Zhang Zhiwu Qing Changxin Gao Yingya Zhang Deli Zhao Nong Sang 19 40 0 03 Apr 2023
Rethinking matching-based few-shot action recognition Juliette Bertrand Yannis Kalantidis Giorgos Tolias 19 1 0 28 Mar 2023
Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation Yuecong Xu Jianfei Yang Yunjiao Zhou Zhenghua Chen Min-man Wu Xiaoli Li 27 5 0 18 Mar 2023
CLIP-guided Prototype Modulating for Few-shot Action Recognition Xiang Wang Shiwei Zhang Jun Cen Changxin Gao Yingya Zhang Deli Zhao Nong Sang VLM 11 53 0 06 Mar 2023
Revisiting the Spatial and Temporal Modeling for Few-shot Action Recognition Jiazheng Xing Mengmeng Wang Yong-Jin Liu B. Mu ViT 6 33 0 19 Jan 2023
HyRSM++: Hybrid Relation Guided Temporal Set Matching for Few-shot Action Recognition Xiang Wang Shiwei Zhang Zhiwu Qing Zhe Zuo Changxin Gao Rong Jin Nong Sang 18 23 0 09 Jan 2023
Multimodal Prototype-Enhanced Network for Few-Shot Action Recognition Xin Ni Yong Liu Hao Wen Yatai Ji Jing Xiao Yujiu Yang 24 9 0 09 Dec 2022
VLG: General Video Recognition with Web Textual Knowledge Jintao Lin Zhaoyang Liu Wenhai Wang Wayne Wu Limin Wang 37 0 0 03 Dec 2022
Knowledge Prompting for Few-shot Action Recognition Yuheng Shi Xinxiao Wu Hanxi Lin VLM 13 4 0 22 Nov 2022
Uncertainty-DTW for Time Series and Sequences Lei Wang Piotr Koniusz 11 33 0 30 Oct 2022
One-Shot Open-Set Skeleton-Based Action Recognition Stefano Berti Andrea Rosasco Michele Colledanchise Lorenzo Natale 21 2 0 09 Sep 2022
Hierarchical Compositional Representations for Few-shot Action Recognition Chang-bo Li Jie M. Zhang Shuzhe Wu Xin Jin Shiguang Shan 22 20 0 19 Aug 2022
Task-adaptive Spatial-Temporal Video Sampler for Few-shot Action Recognition Huabin Liu Weixian Lv John See W. Lin TTA 16 11 0 20 Jul 2022
Label2Label: A Language Modeling Framework for Multi-Attribute Learning Wanhua Li Zhexuan Cao Jianjiang Feng Jie Zhou Jiwen Lu VLM 17 25 0 18 Jul 2022
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning Sauradip Nag Xiatian Zhu Yi-Zhe Song Tao Xiang ViT 14 46 0 14 Jul 2022