Code used in "Understanding Dimensional Collapse in Contrastive Self-supervised Learning" paper.
☆82Sep 6, 2022Updated 4 years ago
Alternatives and similar repositories for directclr
Users that are interested in directclr are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆12Dec 17, 2024Updated last year
- HIRL: A General Framework for Hierarchical Image Representation Learning (http://arxiv.org/abs/2205.13159)☆40Jul 7, 2022Updated 4 years ago
- A PyTorch implementation of NPID based on CVPR 2018 paper "Unsupervised Feature Learning via Non-Parametric Instance Discrimination"☆14Feb 10, 2020Updated 6 years ago
- ☆21Jul 20, 2022Updated 4 years ago
- ☆18Jun 28, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Whitening for Self-Supervised Representation Learning | Official repository☆136Feb 5, 2023Updated 3 years ago
- (CVPR 2024) Uniformity and Variance for Heterogeneous Federated Learning☆12Mar 6, 2024Updated 2 years ago
- Official repository of "Minibatch optimal transport distances; analysis and applications" (https://arxiv.org/pdf/2101.01792.pdf)☆10Oct 15, 2021Updated 5 years ago
- PyTorch implementation for "Discovery of Incremental Skills" (DISk) algorithm from ICLR 2022 paper "One After Another: Learning Increment…☆21Mar 22, 2022Updated 4 years ago
- Understanding Training Dynamics of Deep ReLU Networks☆307Oct 19, 2025Updated 11 months ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- PyTorch implementation of Asymmetric Siamese (https://arxiv.org/abs/2204.00613)☆98May 2, 2022Updated 4 years ago
- Official implementation of "OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions"☆34Oct 12, 2022Updated 4 years ago
- ICLR 2021 (spotlight): Graph Convolution with Low-rank Learnable Local Filters☆16Jan 14, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction☆31Dec 14, 2021Updated 4 years ago
- Implementation of the nearest neighbour CLR paper☆27Mar 17, 2022Updated 4 years ago
- Implementation of LogAvgExp for Pytorch☆37Apr 10, 2025Updated last year
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Dec 17, 2022Updated 3 years ago
- 手把手撕LeetCode题目,扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.☆12Apr 10, 2020Updated 6 years ago
- ☆22Nov 21, 2021Updated 4 years ago
- EsViT: Efficient self-supervised Vision Transformers☆413Aug 28, 2023Updated 3 years ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆128Sep 25, 2022Updated 4 years ago
- Pytorch implementations of some general federated optimization methods.☆58Oct 25, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Tensorflow 2 implementations of the C-SimCLR and C-BYOL self-supervised visual representation methods from "Compressive Visual Representa…☆37Jan 18, 2022Updated 4 years ago
- ☆41Nov 23, 2021Updated 4 years ago
- CVPR 2022 paper☆16Jun 9, 2022Updated 4 years ago
- ☆17Mar 19, 2022Updated 4 years ago
- Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks☆20May 11, 2022Updated 4 years ago
- params_proto, a collection of decorators that makes shell argument passing declarative☆18Feb 5, 2026Updated 8 months ago
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…☆154Jan 14, 2023Updated 3 years ago
- Official Pytorch implementation for Distilling Image Classifiers in Object detection (NeurIPS2021)☆32Feb 10, 2022Updated 4 years ago
- This is the official impelementation of "FVSSL Algorithm"☆25Dec 19, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- XCon: Learning with Experts for Fine-grained Category Discovery☆19Dec 19, 2022Updated 3 years ago
- PyTorch DistriubtedDataParallel (DDP) implementation of the CVPR 2022 Paper CrossPoint.☆17Apr 11, 2023Updated 3 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,580Updated this week
- ☆12Dec 8, 2022Updated 3 years ago
- In this repo, we introduce a real-time fire detection model that is highly compatible to surveillance camera view.☆16Aug 27, 2024Updated 2 years ago
- NN 2023☆23Nov 9, 2022Updated 3 years ago
- ☆12Oct 28, 2023Updated 2 years ago