sayakpaul / Supervised-Contrastive-Learning-in-TensorFlow-2
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.
☆132Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Supervised-Contrastive-Learning-in-TensorFlow-2
- TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".☆85Updated 2 years ago
- (Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.☆90Updated 3 years ago
- Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)☆109Updated last year
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆75Updated 2 years ago
- Minimal implementation of SimSiam (https://arxiv.org/abs/2011.10566) in TensorFlow 2.☆97Updated 3 years ago
- Implementation of self-supervised image-level contrastive pretraining methods using Keras.☆69Updated 3 years ago
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆80Updated 7 months ago
- Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.☆143Updated 7 months ago
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network☆123Updated 3 years ago
- Implementation of Barlow Twins paper☆99Updated 2 years ago
- TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution …☆45Updated 3 years ago
- Semi-supervised ImageNet1K models☆241Updated 5 years ago
- ☆92Updated 3 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆283Updated last year
- Unofficial PyTorch Implementation of EvoNorm☆121Updated 3 years ago
- PyTorch implementation of ICLR 2018 paper Learn To Pay Attention (and some modification)☆164Updated 4 years ago
- Experiments with supervised contrastive learning methods with different loss functions☆216Updated last year
- Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations☆89Updated 4 years ago
- TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆27Updated 4 years ago
- Implementation of Online Label Smoothing in PyTorch☆94Updated 2 years ago
- MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space☆40Updated 3 years ago
- ☆65Updated 3 years ago
- A pytorch dataset sampler for always sampling balanced batches.☆110Updated 3 years ago
- ☆54Updated 3 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆266Updated 3 years ago
- SpinalNet: Deep Neural Network with Gradual Input☆171Updated 5 months ago
- Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.☆80Updated 3 years ago
- Code to train the SimSiam model on cifar10 using PyTorch☆39Updated 3 years ago
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆318Updated last year