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Zhongyu Zhang

2 accepted papers

2026

GloTok: Global Perspective Tokenizer for Image Reconstruction and Generation

AAAI 2026technical

Existing state-of-the-art image tokenization methods leverage diverse semantic features from pre-trained vision models for additional supervision, to expand the distribution of latent representations and thereby improve the quality of image reconstruction and generation. These methods employ a local

Cited by 0SourcePDFScholar
2022

Distilling Object Detectors with Global Knowledge

ECCV 2022poster

"Knowledge distillation learns a lightweight student model that mimics a cumbersome teacher. Existing methods regard the knowledge as the feature of each instance or their relations, which is the instance-level knowledge only from the teacher model, i.e., the local knowledge. However, the empirical…