Spatio-temporal Relation Modeling for Few-shot Action Recognition

9 December 2021

Anirudh Thatipelli

Sanath Narayan

Salman Khan

Rao Muhammad Anwer

Papers citing "Spatio-temporal Relation Modeling for Few-shot Action Recognition"

44 / 44 papers shown

Title
TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition Yilong Wang Zilin Gao Qilong Wang Zhaofeng Chen P. Li Q. Hu 80 1 0 28 Nov 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
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
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
Open-Vocabulary Temporal Action Localization using Multimodal Guidance Akshita Gupta Aditya Arora Sanath Narayan Salman Khan F. Khan Graham W. Taylor 33 3 0 21 Jun 2024
Few-Shot Classification of Interactive Activities of Daily Living (InteractADL) Zane Durante Robathan Harries Edward Vendrow Zelun Luo Yuta Kyuragi Kazuki Kozuka Fei-Fei Li Ehsan Adeli VLM 25 0 0 03 Jun 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
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
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment Lei Wang Jun Liu Liang Zheng Tom Gedeon Piotr Koniusz 25 9 0 07 Feb 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 19 2 0 16 Jan 2024
HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding Trong-Thuan Nguyen Pha Nguyen Khoa Luu 22 12 0 05 Dec 2023
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 17 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 26 7 0 16 Oct 2023
CDFSL-V: Cross-Domain Few-Shot Learning for Videos Sarinda Samarasinghe Mamshad Nayeem Rizve Navid Kardan M. Shah 21 11 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
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Alex C. Kot 37 11 0 14 Jul 2023
Task-Specific Alignment and Multiple Level Transformer for Few-Shot Action Recognition Fei-Yu Guo Li Zhu Yiwang Wang Jing Sun ViT 19 6 0 05 Jul 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 21 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
DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action Recognition S. Guan Xin-Yi Yu Wei Huang Gengfa Fang Haiyan Lu 24 6 0 22 Feb 2023
Revisiting the Spatial and Temporal Modeling for Few-shot Action Recognition Jiazheng Xing Mengmeng Wang Yong-Jin Liu B. Mu ViT 8 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 26 9 0 09 Dec 2022
Knowledge Prompting for Few-shot Action Recognition Yuheng Shi Xinxiao Wu Hanxi Lin VLM 19 4 0 22 Nov 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
Compound Prototype Matching for Few-shot Action Recognition Yifei Huang Lijin Yang Yoichi Sato 22 43 0 12 Jul 2022
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm Jiangning Zhang Xiangtai Li Yabiao Wang Chengjie Wang Yibo Yang Yong Liu Dacheng Tao ViT 30 32 0 19 Jun 2022
MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification Rex Liu Huan Zhang Hamed Pirsiavash Xin Liu ViT 11 11 0 08 Dec 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 268 2,603 0 04 May 2021
CrossTransformers: spatially-aware few-shot transfer Carl Doersch Ankush Gupta Andrew Zisserman ViT 201 330 0 22 Jul 2020
CRNet: Cross-Reference Networks for Few-Shot Segmentation Weide Liu Chi Zhang Guosheng Lin Fayao Liu SSeg 144 192 0 24 Mar 2020
Frustratingly Simple Few-Shot Object Detection Xin Wang Thomas E. Huang Trevor Darrell Joseph E. Gonzalez F. I. F. Richard Yu ObjD 80 544 0 16 Mar 2020
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 19 121 0 14 Feb 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 302 11,681 0 09 Mar 2017