Pinned

1. Deep-Metric-Learning-Baselines Public

   PyTorch Implementation for Deep Metric Learning Pipelines

   Python 533 90

2. Revisiting_Deep_Metric_Learning_PyTorch Public

   (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent…

   Python 311 54

3. unet-lits-2d-pipeline Public

   Liver Lesion Segmentation with 2D Unets

   Python 83 26

4. CVPR2020_PADS Public

   (CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet mining with Reinforcement Learning.

   Python 57 9

5. ICCV2019_MIC Public

   (ICCV 2019) This repo contains code for "MIC: Mining Interclass Characteristics for Improved Metric Learning", which proposes an auxiliary training task to explain away intra-class variations.

   Python 57 5

6. MLforHealth/S2SD Public

   (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv.org/abs/2009.08348

   Python 34 6