ExplainableML / LanguageGuidance_for_DMLLinks
This repository contains the code for our CVPR 2022 paper on "Integrating Language Guidance into Vision-based Deep Metric Learning".
☆44Updated 3 years ago
Alternatives and similar repositories for LanguageGuidance_for_DML
Users that are interested in LanguageGuidance_for_DML are comparing it to the libraries listed below
Sorting:
- [ICCV 2021] Official Pytorch implementation for Discriminative Region-based Multi-Label Zero-Shot Learning SOTA results on NUS-WIDE and …☆63Updated 4 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆89Updated 4 years ago
- Shared Attention for Multi-label Zero-shot Learning accepted @ CVPR20☆32Updated 4 years ago
- Official code for "Mean Shift for Self-Supervised Learning"☆57Updated 4 years ago
- ImageNet-CoG is a benchmark for concept generalization. It provides a full evaluation framework for pre-trained visual representations wh…☆26Updated 4 years ago
- PyTorch implementation of Asymmetric Siamese (https://arxiv.org/abs/2204.00613)☆99Updated 3 years ago
- [ECCV-2022]Grounding Visual Representations with Texts for Domain Generalization☆31Updated 2 years ago
- Official PyTorch Implementation of Self-Taught Metric Learning without Labels, CVPR 2022☆40Updated 2 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Updated 3 years ago
- PyTorch code for MUST☆108Updated 8 months ago
- Official PyTorch implementation of Learning Intra-Batch Connections for Deep Metric Learning (ICML 2021) published at International Confe…☆48Updated 4 years ago
- Code of the paper "Solving Inefficiency of Self-supervised Representation Learning"☆39Updated 3 years ago
- This repository provides data for the VAW dataset as described in the CVPR 2021 paper titled "Learning to Predict Visual Attributes in th…☆69Updated 3 years ago
- Official Pytorch Implementation of: "Semantic Diversity Learning for Zero-Shot Multi-label Classification"(ICCV, 2021) paper☆31Updated 3 years ago
- (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv…☆44Updated 5 years ago
- [WACV21] Code for our paper: Samuel, Atzmon and Chechik, "From Generalized zero-shot learning to long-tail with class descriptors"☆28Updated 4 years ago
- (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"☆58Updated 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…☆36Updated 4 years ago
- Evaluation of semi-supervised learning on challenging datasets☆38Updated 4 years ago
- The Curious Layperson: Fine-Grained Image Recognition without Expert Labels (BMVC 2021 best student paper)☆25Updated 3 years ago
- ☆42Updated 5 years ago
- ☆85Updated 3 years ago
- Compressing Representations for Self-Supervised Learning☆80Updated 4 years ago
- [ECCV2022] The PyTorch implementation of paper "Equivariance and Invariance Inductive Bias for Learning from Insufficient Data"☆19Updated 3 years ago
- Rethinking Nearest Neighbors for Visual Classification☆31Updated 4 years ago
- Official Implementation of CoSMo: Content-Style Modulation for Image Retrieval with Text Feedback presented in CVPR 2021.☆66Updated 3 years ago
- [ECCV2022] New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.☆110Updated 2 years ago
- Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.☆25Updated 4 years ago
- Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)☆105Updated 4 years ago
- [ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang☆63Updated 4 years ago