CompVis / metric-learning-divide-and-conquer-improved
Source code for the paper "Improving Deep Metric Learning byDivide and Conquer"
☆20Updated 2 years ago
Related projects: ⓘ
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆17Updated 4 years ago
- (CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet …☆60Updated 4 years ago
- (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv…☆41Updated 4 years ago
- Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)☆76Updated last year
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆86Updated 2 years ago
- Pytorch implementation of EasyPositiveHardNegative(EPHN)☆38Updated 4 years ago
- HIRL: A General Framework for Hierarchical Image Representation Learning (http://arxiv.org/abs/2205.13159)☆40Updated 2 years ago
- [NeurIPS 2021] ORL: Unsupervised Object-Level Representation Learning from Scene Images☆58Updated 2 years ago
- Implementation of Cross Transformer for spatially-aware few-shot transfer, in Pytorch☆50Updated 3 years ago
- (ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.1…☆34Updated 2 years ago
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆50Updated 2 years ago
- ☆54Updated 2 years ago
- Compressing Representations for Self-Supervised Learning☆78Updated 3 years ago
- An open source implementation of CLIP.☆32Updated last year
- ☆25Updated 4 years ago
- Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)☆39Updated 2 years ago
- Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with Invertible Neural Networks☆53Updated 3 years ago
- A non-JIT version implementation / replication of CLIP of OpenAI in pytorch☆34Updated 3 years ago
- Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)☆164Updated last year
- Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch☆59Updated 3 years ago
- Semi-Supervised Fine-Grained Recognition Challenge at FGVC8☆26Updated 2 years ago
- ☆22Updated last month
- ☆13Updated 2 years ago
- We present a framework for training multi-modal deep learning models on unlabelled video data by forcing the network to learn invariances…☆44Updated 3 years ago
- Official implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)☆53Updated 2 years ago
- ☆63Updated 3 years ago
- This repository provides the code for replicating the experiments in the paper "Building One-Shot Semi-supervised (BOSS) Learning up to F…☆36Updated 4 years ago
- Curriculum by Smoothing (NeurIPS 2020)☆39Updated 3 years ago
- Repository providing a wide range of self-supervised pretrained models for computer vision tasks.☆61Updated 3 years ago
- Official code for "The Group Loss for Deep Metric Learning" paper (ECCV 2020)☆50Updated 4 years ago