Scientific Research

Computer vision: object detection, object tracking, re-identification, image segmentation, semantic image synthesis etc.

Artificial intelligence security: adversarial attack and defense, face forgery detection etc.

• Transformer based Pluralistic Image Completion with Reduced Information Loss.IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),2024,accepted.
• Towards More Unified In-context Visual Understanding.IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2024,accepted.
• Exploring the Application of Large-scale Pre-trained Models on Adverse Weather Removal.IEEE Transactions on Image Processing (TIP),2024,331683-1698.
• Boosting Vanilla Lightweight Vision Transformers via Re-parameterization.International Conference on Learning Representations (ICLR),2024,
• Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification.AAAI Conference on Artificial Intelligence (AAAI),2024,accepted.
• MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators.AAAI Conference on Artificial Intelligence (AAAI),2024,accepted.