SUTD Visual Computing Group
Our group focuses on machine learning and computer vision research. We are part of Singapore University of Technology and Design.
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Showing 10 of 17 repositories
- awesome-generative-modeling-under-data-constraints Public
A Comprehensive List of Works for Generative Modeling with Limited Data, Few Shots, and Zero Shot
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- transferable-forensic-features Public
[ECCV 2022: Oral] In this work, we discover that color is a crtical transferable forensic feature (T-FF) in universal detectors for detecting CNN-generated images.
- LS-KD-compatibility Public
[ICML 2022] This work investigates the compatibility between label smoothing (LS) and knowledge distillation (KD). We suggest to use an LS-trained teacher with a low-temperature transfer to render high performance students.
- KML-Classification Public
[NeurIPS 2021] Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning | PyTorch Implementation
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