konstantinkobs / SimLoss
A PyTorch implementation of our proposed loss function from the paper "SimLoss: Class Similarities in Cross Entropy"
☆24Updated 3 years ago
Related projects: ⓘ
- A PyTorch implementation for Unsupervised Data Augmentation☆23Updated last year
- ☆51Updated 3 years ago
- Notes and tutorials on "Mutual information and self-supervised learning"☆39Updated 4 years ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Updated 3 years ago
- NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for class imbalance).☆34Updated 5 years ago
- (ICML 2021) Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. Paper Link: https://arxiv…☆41Updated 4 years ago
- Sampling Matters in Deep Embedding Learning (ICCV'17)☆14Updated 5 years ago
- Implementation for NATv2.☆23Updated 3 years ago
- Pytorch implementation of "Hallucinating Agnostic Images to Generalize Across Domains"☆11Updated 5 years ago
- ☆23Updated 3 years ago
- The project is about predicting sets (of classes) from images.☆22Updated 3 years ago
- This repository has moved to: https://github.com/tkipf/c-swm☆27Updated 4 years ago
- The implementation of paper ''Efficient Attention Network: Accelerate Attention by Searching Where to Plug''.☆20Updated last year
- [AAAI'21] Modeling Deep Learning Based Privacy Attacks on Physical Mail☆12Updated 3 years ago
- PyTorch implementation of PatchAutoAugment☆22Updated 2 years ago
- ☆19Updated 5 years ago
- Implementation of OmniNet, Omnidirectional Representations from Transformers, in Pytorch☆53Updated 3 years ago
- Official implementation for "Minimax Active Learning" in PyTorch.☆9Updated 3 years ago
- Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression☆17Updated 2 years ago
- ☆17Updated last year
- An open-source project for long-tail classification☆38Updated 2 years ago
- Locally Enhanced Self-Attention: Rethinking Self-Attention as Local and Context Terms☆20Updated 2 years ago
- official pytorch implementation of "Deep Metric Learning with Spherical Embedding", NeurIPS 2020☆40Updated 3 years ago
- ☆11Updated 4 years ago
- ☆13Updated 4 years ago
- Multi-Target Embodied Question Answering☆11Updated 5 years ago
- Code for paper 'Minimizing FLOPs to Learn Efficient Sparse Representations' published at ICLR 2020☆21Updated 4 years ago
- Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.☆23Updated 2 years ago
- A Pytorch implementation of Attention on Attention module (both self and guided variants), for Visual Question Answering☆40Updated 3 years ago
- Code of our Neurips2020 paper "Auto Learning Attention", coming soon☆21Updated 3 years ago