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1. dag-gans dag-gans Public

   Data Augmentation optimized for GAN

   Python 56 10

2. Fourier-Discrepancies-CNN-Detection 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 28 5

3. KML-Classification KML-Classification Public

   [NeurIPS 2021] Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning | PyTorch Implementation

   Python 8

4. LS-KD-compatibility 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

5. google-streetview-gis-stack google-streetview-gis-stack Public

   This tool helps to generate Google Street View coverage maps by leveraging on Geographic Information System and Google Static Street View API

   Python 4

6. transferable-forensic-features 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 15 1