Metric-Based Few-Shot Learning for Video Action Recognition

Metric-Based Few-Shot Learning for Video Action Recognition

14 September 2019

Brian Hutchinson

Nathan Oken Hodas

Lawrence Phillips

Papers citing "Metric-Based Few-Shot Learning for Video Action Recognition"

11 / 11 papers shown

Title
Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning R. Parameshwara Ibrahim Radwan Akshay Asthana Iman Abbasnejad Ramanathan Subramanian Roland Goecke CVBM 54 5 0 04 Aug 2023
Informative Sample-Aware Proxy for Deep Metric Learning Aoyu Li Ikuro Sato Kohta Ishikawa Rei Kawakami Rio Yokota 13 1 0 18 Nov 2022
One-Shot Open-Set Skeleton-Based Action Recognition Stefano Berti Andrea Rosasco Michele Colledanchise Lorenzo Natale 21 2 0 09 Sep 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 25 3 0 12 Dec 2021
Few-Shot Action Localization without Knowing Boundaries Tingting Xie Christos Tzelepis Fan Fu Ioannis Patras 11 5 0 08 Jun 2021
Few-Shot Action Recognition with Compromised Metric via Optimal Transport Su Lu Han-Jia Ye De-Chuan Zhan 18 18 0 08 Apr 2021
A Study of Few-Shot Audio Classification Piper Wolters Chris Careaga Brian Hutchinson Lauren A. Phillips 17 10 0 02 Dec 2020
Unifying Few- and Zero-Shot Egocentric Action Recognition Tyler R. Scott Michael Shvartsman Karl Ridgeway EgoV 20 1 0 27 May 2020
SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition Raphael Memmesheimer Nick Theisen Dietrich Paulus 16 45 0 23 Apr 2020
Few-Shot Video Classification via Temporal Alignment Kaidi Cao Jingwei Ji Zhangjie Cao C. Chang Juan Carlos Niebles AI4TS 14 235 0 27 Jun 2019
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015