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1. sutd-visual-computing-group/transferable-forensic-features sutd-visual-computing-group/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.

   Python 14 1

2. sutd-visual-computing-group/Fourier-Discrepancies-CNN-Detection sutd-visual-computing-group/Fourier-Discrepancies-CNN-Detection Public

   [CVPR 2021: Oral] In this work, we show that high frequency Fourier spectrum decay discrepancies are not inherent characteristics for existing CNN-based generative models.

   Python 27 5

3. sutd-visual-computing-group/LS-KD-compatibility sutd-visual-computing-group/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 …

   Python 11 5

4. deep-image-retrieval deep-image-retrieval Public archive

   End-to-end Learning of Deep Visual Representations for Image Retrieval.

   Python 44 14

5. pascal-voc-classification pascal-voc-classification Public archive

   PASCAL VOC Object Classification: The goal of this project is to recognize objects from a number of visual object classes in realistic scenes.

   Python 39 13

6. sutd-visual-computing-group/awesome-generative-modeling-under-data-constraints sutd-visual-computing-group/awesome-generative-modeling-under-data-constraints Public

   A Comprehensive List of Works for Generative Modeling with Limited Data, Few Shots, and Zero Shot

   18 2