Compressing Representations for Self-Supervised Learning
☆80Feb 18, 2021Updated 5 years ago
Alternatives and similar repositories for CompRess
Users that are interested in CompRess are comparing it to the libraries listed below
Sorting:
- ISD: Self-Supervised Learning by Iterative Similarity Distillation☆36Oct 12, 2021Updated 4 years ago
- Official code for "Mean Shift for Self-Supervised Learning"☆56Oct 12, 2021Updated 4 years ago
- Code implementation for paper "On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals".☆17Dec 15, 2021Updated 4 years ago
- ☆37Feb 1, 2022Updated 4 years ago
- Bag of Instances Aggregation Boosts Self-supervised Distillation (ICLR 2022)☆33Apr 26, 2022Updated 3 years ago
- A pytorch implementation of the ICCV2021 workshop paper SimDis: Simple Distillation Baselines for Improving Small Self-supervised Models☆14Jul 15, 2021Updated 4 years ago
- ☆46Apr 30, 2021Updated 4 years ago
- Code for the CVPR '23 paper, "Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning"☆10Jun 9, 2023Updated 2 years ago
- Code for DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning☆102Feb 20, 2023Updated 3 years ago
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆22Nov 15, 2020Updated 5 years ago
- Code and model definition for converting the official BYOL weights to PyTorch☆33Nov 23, 2021Updated 4 years ago
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆84Sep 16, 2020Updated 5 years ago
- Code for paper 'Minimizing FLOPs to Learn Efficient Sparse Representations' published at ICLR 2020☆20Feb 14, 2020Updated 6 years ago
- [CVPR 2022] Cross-Architecture Self-supervised Video Representation Learning☆24Jul 5, 2022Updated 3 years ago
- Official implementation of the CVPR 2022 paper "Backdoor Attacks on Self-Supervised Learning".☆76Oct 24, 2023Updated 2 years ago
- [ICLR 2021 Spotlight Oral] "Undistillable: Making A Nasty Teacher That CANNOT teach students", Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Che…☆83Dec 30, 2021Updated 4 years ago
- [ECMLPKDD 2020] "Topological Insights into Sparse Neural Networks"☆13May 2, 2022Updated 3 years ago
- Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation☆92Jan 6, 2022Updated 4 years ago
- Role-Wise Data Augmentation for Knowledge Distillation☆19Nov 22, 2022Updated 3 years ago
- Official Pytorch Implementation for the paper 'SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients'☆17Jan 12, 2022Updated 4 years ago
- Generalize then Adapt: Source-free Domain Adaptation for Semantic Segmentation (ICCV 2021)☆10Oct 12, 2021Updated 4 years ago
- Official Implementation of "Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning" in AAAI2024.☆13Feb 28, 2024Updated 2 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,426Oct 16, 2023Updated 2 years ago
- Evaluating AlexNet features at various depths☆40Oct 13, 2020Updated 5 years ago
- Zero-Shot Knowledge Distillation in Deep Networks☆67Apr 16, 2022Updated 3 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,090Apr 13, 2023Updated 2 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆107Nov 28, 2020Updated 5 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆584Feb 15, 2023Updated 3 years ago
- [ECCV2020] Knowledge Distillation Meets Self-Supervision☆237Dec 15, 2022Updated 3 years ago
- [CVPR 2021] Code release for "Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination."☆101May 8, 2022Updated 3 years ago
- Original code base for On Pretraining Data Diversity for Self-Supervised Learning☆14Dec 30, 2024Updated last year
- Code for EMNLP 2020 paper CoDIR☆41Oct 4, 2022Updated 3 years ago
- ☆51Aug 8, 2019Updated 6 years ago
- Data-enriching GAN for retrieving Representative Samples from aTrained Classifier☆14Sep 2, 2020Updated 5 years ago
- Python library for backtranslation (with Google Translate)☆12Jan 11, 2020Updated 6 years ago
- Class Balancing GAN with a Classifier In The Loop (UAI 2021)☆12Feb 11, 2022Updated 4 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆545Apr 13, 2022Updated 3 years ago
- ☆58Jun 18, 2021Updated 4 years ago
- Code for the paper "Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos"☆14May 3, 2024Updated last year