22 citations · 23 across the 4 of their papers we have counts for
4 papers · 1 filter
Spatial-Temporal Expert Learning for Video-based Person Re-identification
Xiaofei Hui, Pengfei Wang, Evan Ling +4
Video-based person re-identification (Re-ID) aims to retrieve the same identity in the query video clips from the gallery video clips. To solve this problem, exploiting fine-graine…
Debiased Fine-Tuning for Vision-language Models by Prompt Regularization
Beier Zhu, Yulei Niu, Saeil Lee +2
We present a new paradigm for fine-tuning large-scale visionlanguage pre-trained models on downstream task, dubbed Prompt Regularization (ProReg). Different from traditional fine-t…
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation
Evan Ling, Dezhao Huang, Minhoe Hur
Modern object detection and instance segmentation networks stumble when picking out humans in crowded or highly occluded scenes. Yet, these are often scenarios where we require our…
Joint Contrastive Learning for Unsupervised Domain Adaptation
Changhwa Park, Jonghyun Lee, Jaeyoon Yoo +2
Enhancing feature transferability by matching marginal distributions has led to improvements in domain adaptation, although this is at the expense of feature discrimination. In par…