← Search

Xiaohu Jiang

2 accepted papers

2023

Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks

CVPR 2023highlight

Despite the remarkable success of foundation models, their task-specific fine-tuning paradigm makes them inconsistent with the goal of general perception modeling. The key to eliminating this inconsistency is to use generalist models for general task modeling. However, existing attempts at generalis…

2022

Focal and Global Knowledge Distillation for Detectors

CVPR 2022poster

Knowledge distillation has been applied to image classification successfully. However, object detection is much more sophisticated and most knowledge distillation methods have failed on it. In this paper, we point out that in object detection, the features of the teacher and student vary greatly in…

Cited by 356PDFcodeScholar