4 open source projects by Confusezius

1. Revisiting deep metric learning pytorch

(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 research in the field of Deep Metric Learning.

✭ 172

python deep-learning image-retrieval metric-learning

2. Iccv2019 mic

(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.

✭ 55

python pytorch

3. Deep Metric Learning Baselines

PyTorch Implementation for Deep Metric Learning Pipelines

✭ 442

python deep-learning pytorch computer-vision neural-networks metric-learning

4. CVPR2020 PADS

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

✭ 57

python shell deep-learning retrieval pytorch metric-learning deep-metric-learning cars196 cub200-2011 cvpr2020

1-4 of 4 user projects