WeiChengTseng / Pytorch-PCGradLinks
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
☆387Updated 4 years ago
Alternatives and similar repositories for Pytorch-PCGrad
Users that are interested in Pytorch-PCGrad are comparing it to the libraries listed below
Sorting:
- Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]☆234Updated 5 months ago
- Code for "Gradient Surgery for Multi-Task Learning"☆341Updated 5 years ago
- Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)☆140Updated 2 years ago
- Mutual Information Neural Estimation in Pytorch☆346Updated last year
- A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.☆248Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆606Updated 7 months ago
- PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)☆276Updated 4 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆813Updated last year
- Gaussian mixture models in PyTorch.☆584Updated 2 years ago
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆140Updated 2 years ago
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆350Updated 6 years ago
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆459Updated 3 years ago
- PyTorch implementation of the InfoNCE loss for self-supervised learning.☆603Updated 2 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆500Updated 3 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆569Updated 5 years ago
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆353Updated last year
- PyTorch implementation of the GradNorm☆115Updated last year
- Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)☆106Updated last year
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆382Updated last year
- kmeans using PyTorch☆526Updated 2 years ago
- PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution☆214Updated 7 years ago
- Pytorch implementation for t-SNE with cuda to accelerate☆339Updated 2 years ago
- Contrastive Predictive Coding for Automatic Speaker Verification☆505Updated 6 years ago
- Approximating Wasserstein distances with PyTorch☆460Updated 2 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆211Updated last year
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…☆272Updated 3 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆205Updated 7 years ago
- AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning☆114Updated 4 years ago
- Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)☆202Updated 3 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,220Updated 2 years ago