LucasBoTang / GradNorm
PyTorch implementation of the GradNorm
☆92Updated 7 months ago
Alternatives and similar repositories for GradNorm:
Users that are interested in GradNorm are comparing it to the libraries listed below
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…☆264Updated 2 years ago
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆134Updated 2 years ago
- Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]☆223Updated 11 months ago
- Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"☆337Updated 3 years ago
- Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)☆122Updated last year
- AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning. AAAI, 2023.☆28Updated last year
- This in my Demo of Chen et al. "GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks" ICML 2018☆176Updated 3 years ago
- Paper List for Multi-Task Learning (focus on architectures and optimization for MTL)☆45Updated last year
- [ICML 2020] Efficient Continuous Pareto Exploration in Multi-Task Learning☆143Updated 3 years ago
- ☆70Updated 7 months ago
- Official repository for CVPR21 paper "Deep Stable Learning for Out-Of-Distribution Generalization".☆191Updated 3 years ago
- Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)☆84Updated 11 months ago
- Implementation of Deep evidential regression paper☆55Updated 4 years ago
- AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning