vrvlive / knowlege-distillation
PyTorch, PyTorch Lightning framework for trying knowledge distillation in image classification problems
☆32Updated 9 months ago
Alternatives and similar repositories for knowlege-distillation:
Users that are interested in knowlege-distillation are comparing it to the libraries listed below
- Implementation of Online Label Smoothing in PyTorch☆94Updated 2 years ago
- ☆57Updated 3 years ago
- Polyloss Pytorch Implementation☆44Updated 2 years ago
- TF 2 implementation Learning to Resize Images for Computer Vision Tasks (https://arxiv.org/abs/2103.09950v1).☆53Updated 3 years ago
- ☆51Updated 4 years ago
- Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)☆103Updated 3 years ago
- IJCAI 2021, "Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation"☆40Updated 2 years ago
- This repo is for our paper: Normalization Techniques in Training DNNs: Methodology, Analysis and Application☆84Updated 3 years ago
- State-of-the-art data augmentation search algorithms in PyTorch☆47Updated last year
- Code for Active Mixup in 2020 CVPR☆22Updated 3 years ago
- Official Pytorch Implementation of: "Semantic Diversity Learning for Zero-Shot Multi-label Classification"(ICCV, 2021) paper☆30Updated 2 years ago
- Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation☆92Updated 3 years ago
- A regularized self-labeling approach to improve the generalization and robustness of fine-tuned models☆28Updated 2 years ago
- ☆95Updated 2 years ago
- [FGVC9-CVPR 2022] The second place solution for 2nd eBay eProduct Visual Search Challenge.☆26Updated 2 years ago
- [ICCV 2021] MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection☆29Updated 3 years ago
- Implementing PolyLoss in Pytorch☆76Updated 2 years ago
- PyTorch implementation of "MLP-Mixer: An all-MLP Architecture for Vision" Tolstikhin et al. (2021)☆30Updated 3 years ago
- Implementation of OmniNet, Omnidirectional Representations from Transformers, in Pytorch☆57Updated 4 years ago
- Implementing DropPath/StochasticDepth in PyTorch☆16Updated 3 years ago
- [ICME 2022] code for the paper, SimVit: Exploring a simple vision transformer with sliding windows.☆68Updated 2 years ago
- The official implementation of You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Natu…☆48Updated 3 years ago
- AAAI 2021: Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels☆23Updated 3 years ago
- This repository contains the code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron …☆32Updated last year
- Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)☆117Updated 4 years ago
- This is the implementaion of paper "Task-Oriented Feature Distillation"☆43Updated 3 years ago
- Code release for NeurIPS 2020 paper "Co-Tuning for Transfer Learning"☆40Updated 2 years ago
- ☆27Updated 3 years ago
- Implementation of Cross Transformer for spatially-aware few-shot transfer, in Pytorch☆52Updated 4 years ago
- CLIP: Connecting Text and Image (Learning Transferable Visual Models From Natural Language Supervision)☆79Updated 4 years ago