3 papers
cs.LG2026
SD2AIL: Adversarial Imitation Learning from Synthetic Demonstrations via Diffusion Models
Pengcheng Li, Qiang Fang, Tong Zhao +2
Adversarial Imitation Learning (AIL) is a dominant framework in imitation learning that infers rewards from expert demonstrations to guide policy optimization. Although providing m…
cs.CV2024
Similarity Distance-Based Label Assignment for Tiny Object Detection
Shuohao Shi, Qiang Fang, Tong Zhao +1
Tiny object detection is becoming one of the most challenging tasks in computer vision because of the limited object size and lack of information. The label assignment strategy is…
cs.CV2024
Density-Guided Dense Pseudo Label Selection For Semi-supervised Oriented Object Detection
Tong Zhao, Qiang Fang, Shuohao Shi +1
Recently, dense pseudo-label, which directly selects pseudo labels from the original output of the teacher model without any complicated post-processing steps, has received conside…