Temporal-Relational CrossTransformers for Few-Shot Action Recognition

Temporal-Relational CrossTransformers for Few-Shot Action Recognition

15 January 2021

Dima Damen

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

19 / 69 papers shown

Title
Compound Prototype Matching for Few-shot Action Recognition Yifei Huang Lijin Yang Yoichi Sato 22 43 0 12 Jul 2022
Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition Shreyank N. Gowda Marcus Rohrbach Frank Keller Laura Sevilla-Lara 12 34 0 09 Jun 2022
Less than Few: Self-Shot Video Instance Segmentation Pengwan Yang Yuki M. Asano Pascal Mettes Cees G. M. Snoek SSL 18 2 0 19 Apr 2022
HyperShot: Few-Shot Learning by Kernel HyperNetworks Marcin Sendera Marcin Przewiȩźlikowski Konrad Karanowski Maciej Ziȩba Jacek Tabor P. Spurek VLM 14 27 0 21 Mar 2022
DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition Thanh-Dat Truong Quoc-Huy Bui C. Duong Han-Seok Seo S. L. Phung Xin Li Khoa Luu ViT 34 49 0 19 Mar 2022
Semantic-aligned Fusion Transformer for One-shot Object Detection Yizhou Zhao Xun Guo Yan Lu ViT ObjD 20 21 0 17 Mar 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 21 28 0 23 Feb 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 20 103 0 16 Jan 2022
Spatio-temporal Relation Modeling for Few-shot Action Recognition Anirudh Thatipelli Sanath Narayan Salman Khan Rao Muhammad Anwer F. Khan Bernard Ghanem ViT 17 87 0 09 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 9 11 0 08 Dec 2021
Prompting Visual-Language Models for Efficient Video Understanding Chen Ju Tengda Han Kunhao Zheng Ya-Qin Zhang Weidi Xie VPVLM VLM 22 363 0 08 Dec 2021
A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark Zhenxi Zhu Limin Wang Sheng Guo Gangshan Wu 31 32 0 24 Oct 2021
Few-Shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning Jiahao Wang Yunhong Wang Sheng Liu Annan Li 28 16 0 15 Aug 2021
A New Split for Evaluating True Zero-Shot Action Recognition Shreyank N. Gowda Laura Sevilla-Lara Kiyoon Kim Frank Keller Marcus Rohrbach VLM 20 25 0 27 Jul 2021
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification Andrés Villa Juan-Manuel Perez-Rua Victor Escorcia Vladimir Araujo Juan Carlos Niebles Alvaro Soto 19 0 0 21 Jun 2021
Few-shot Action Recognition with Prototype-centered Attentive Learning Xiatian Zhu Antoine Toisoul Juan-Manuel Prez-Ra Li Zhang Brais Martínez Tao Xiang 23 53 0 20 Jan 2021
CrossTransformers: spatially-aware few-shot transfer Carl Doersch Ankush Gupta Andrew Zisserman ViT 201 330 0 22 Jul 2020
Human Action Recognition and Prediction: A Survey Yu Kong Y. Fu 22 603 0 28 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 281 11,681 0 09 Mar 2017