251 citations · 585 across the 60 of their papers we have counts for
11 papers · 1 filter
Joint Contrastive Learning with Infinite Possibilities
Qi Cai, Yu Wang, Yingwei Pan +2
This paper explores useful modifications of the recent development in contrastive learning via novel probabilistic modeling. We derive a particular form of contrastive loss named J…
Learning to Localize Actions from Moments
Fuchen Long, Ting Yao, Zhaofan Qiu +3
With the knowledge of action moments (i.e., trimmed video clips that each contains an action instance), humans could routinely localize an action temporally in an untrimmed video.…
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning
Ting Yao, Yiheng Zhang, Zhaofan Qiu +2
A steady momentum of innovations and breakthroughs has convincingly pushed the limits of unsupervised image representation learning. Compared to static 2D images, video has one mor…
Pre-training for Video Captioning Challenge 2020 Summary
Yingwei Pan, Jun Xu, Yehao Li +2
The Pre-training for Video Captioning Challenge 2020 Summary: results and challenge participants' technical reports.
Single Shot Video Object Detector
Jiajun Deng, Yingwei Pan, Ting Yao +3
Single shot detectors that are potentially faster and simpler than two-stage detectors tend to be more applicable to object detection in videos. Nevertheless, the extension of such…
Auto-captions on GIF: A Large-scale Video-sentence Dataset for Vision-language Pre-training
Yingwei Pan, Yehao Li, Jianjie Luo +3
In this work, we present Auto-captions on GIF, which is a new large-scale pre-training dataset for generic video understanding. All video-sentence pairs are created by automaticall…