YeonwooSung / SelfSupervisedLearning_PyTorchLinks
PyTorch Implementation of Self-Supervised Learning models
☆13Updated 4 years ago
Alternatives and similar repositories for SelfSupervisedLearning_PyTorch
Users that are interested in SelfSupervisedLearning_PyTorch are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆82Updated last year
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆79Updated 4 years ago
- Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification☆135Updated 4 years ago
- [ICCV 2021] A Pytorch implementation of "Manifold Matching via Deep Metric Learning for Generative Modeling"☆80Updated 2 years ago
- (ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Rob…☆79Updated 3 years ago
- PyTorch implementation of "STNs" and "Delta-STNs".☆50Updated 4 years ago
- Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations☆89Updated 5 years ago
- Unified Pytorch framework for image-based self-supervised learning☆92Updated 5 years ago
- Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.☆143Updated last year
- Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with Invertible Neural Networks☆58Updated 5 years ago
- MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space☆41Updated 5 years ago
- SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition (ICCV 2021)☆98Updated 3 years ago
- [NeurIPS'20] GradAug: A New Regularization Method for Deep Neural Networks☆94Updated 5 years ago
- ☆83Updated 2 years ago
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network☆150Updated 4 years ago
- Recent Advances in MLP-based Models (MLP is all you need!)☆117Updated 3 years ago
- SimCLR pytorch implementation using DistributedDataParallel.☆24Updated 3 years ago
- [CogSci'21] Study of human inductive biases in CNNs and Transformers.☆43Updated 4 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated last year
- Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.☆29Updated 5 years ago
- Implementation of OmniNet, Omnidirectional Representations from Transformers, in Pytorch☆59Updated 4 years ago
- TF 2.x implementation of MoCo v1 (Momentum Contrast for Unsupervised Visual Representation Learning, CVPR 2020) and MoCo v2 (Improved Bas…☆27Updated 4 years ago
- (ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks☆51Updated 3 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆134Updated 2 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆95Updated 6 years ago
- Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model …☆106Updated 5 years ago
- Implementation of Cross Transformer for spatially-aware few-shot transfer, in Pytorch☆54Updated 4 years ago
- Implementation for our paper exploring a novel 2D adaptive attention span kernel in computer vision.☆35Updated 2 years ago
- Benchmark for Data-Efficient Image Classification☆24Updated 2 years ago