Confusezius / Characterizing_Generalization_in_DeepMetricLearningLinks
Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.
☆25Updated 4 years ago
Alternatives and similar repositories for Characterizing_Generalization_in_DeepMetricLearning
Users that are interested in Characterizing_Generalization_in_DeepMetricLearning are comparing it to the libraries listed below
Sorting:
- (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv…☆44Updated 5 years ago
- Official code for "Mean Shift for Self-Supervised Learning"☆57Updated 4 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆89Updated 4 years ago
- Rethinking Nearest Neighbors for Visual Classification☆31Updated 3 years ago
- ☆85Updated 3 years ago
- Official Pytorch Implementation of: "Semantic Diversity Learning for Zero-Shot Multi-label Classification"(ICCV, 2021) paper☆31Updated 3 years ago
- ☆42Updated 5 years ago
- Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)☆39Updated 4 years ago
- This is a offical PyTorch/GPU implementation of SupMAE.☆79Updated 3 years ago
- Implementation of Cross Transformer for spatially-aware few-shot transfer, in Pytorch☆54Updated 4 years ago
- Code of our Neurips2020 paper "Auto Learning Attention", coming soon☆22Updated 4 years ago
- Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification. ECCV 2022.☆18Updated 3 years ago
- ☆13Updated 3 years ago
- ☆58Updated 4 years ago
- PyTorch implementation for our paper EvidentialMix: Learning with Combined Open-set and Closed-set Noisy Labels☆28Updated 5 years ago
- [ICLR 2023] “ Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Better Representations”, Ziyu Jian…☆24Updated 2 years ago
- [CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jon…☆68Updated 2 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated last year
- The Curious Layperson: Fine-Grained Image Recognition without Expert Labels (BMVC 2021 best student paper)☆25Updated 3 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
- [ICML'21] Estimate the accuracy of the classifier in various environments through self-supervision☆27Updated 4 years ago
- PyTorch implementation of Asymmetric Siamese (https://arxiv.org/abs/2204.00613)☆99Updated 3 years ago
- We present a framework for training multi-modal deep learning models on unlabelled video data by forcing the network to learn invariances…☆47Updated 4 years ago
- Code for the paper Self-Supervised Learning of Split Invariant Equivariant Representations☆30Updated 2 years ago
- Compressing Representations for Self-Supervised Learning☆78Updated 4 years ago
- Official repo for Directional Self-supervised Learning for Heavy Image Augmentations [CVPR2022]☆12Updated 3 years ago
- ISD: Self-Supervised Learning by Iterative Similarity Distillation☆36Updated 4 years ago
- Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation☆92Updated 3 years ago
- This repository contains the code for our CVPR 2022 paper on "Integrating Language Guidance into Vision-based Deep Metric Learning".☆44Updated 3 years ago
- Repo for the paper "Extrapolating from a Single Image to a Thousand Classes using Distillation"☆37Updated last year