Alternatives and similar repositories for Multi-objective-optimization-and-Multi-task-Learning

Users that are interested in Multi-objective-optimization-and-Multi-task-Learning are comparing it to the libraries listed below

• Baijiong-Lin / MOML
  [NeurIPS 2021 | AIJ 2024] Multi-Objective Meta Learning
  ☆15Updated last year
• Xi-L / ParetoMTL
  Code for Neural Information Processing Systems (NeurIPS) 2019 paper: Pareto Multi-Task Learning
  ☆140Updated 5 years ago
• dbmptr / EPOSearch
  Exact Pareto Optimal solutions for preference based Multi-Objective Optimization
  ☆65Updated 3 years ago
• Baijiong-Lin / Awesome-Multi-Objective-Deep-Learning
  A comprehensive list of gradient-based multi-objective optimization algorithms in deep learning.
  ☆79Updated 5 months ago
• ruchtem / cosmos
  This is the official implementation for COSMOS: a method to learn Pareto fronts that scales to large datasets and deep models.
  ☆39Updated 4 years ago
• Cranial-XIX / CAGrad
  Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)
  ☆128Updated last year
• xzhang2523 / libmoon
  LibMOON is a standard and flexible framework to study gradient-based multiobjective optimization.
  ☆106Updated 4 months ago
• Cranial-XIX / FAMO
  Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)
  ☆94Updated last year
• JunjieYang97 / stocBiO
  Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"
  ☆49Updated 3 years ago
• weitianxin / awesome-distribution-shift
  A curated list of papers and resources about the distribution shift in machine learning.
  ☆120Updated 2 years ago
• Openning07 / awesome-curriculum-learning
  some bravo or inspiring research works on the topic of curriculum learning
  ☆242Updated 3 years ago
• ZIYU-DEEP / Awesome-Information-Bottleneck
  This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.
  ☆366Updated last year
• AvivNavon / nash-mtl
  Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]
  ☆229Updated last month
• LucasBoTang / GradNorm
  PyTorch implementation of the GradNorm
  ☆101Updated 11 months ago
• WeiChengTseng / Pytorch-PCGrad
  Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
  ☆357Updated 4 years ago
• mit-gfx / ContinuousParetoMTL
  [ICML 2020] Efficient Continuous Pareto Exploration in Multi-Task Learning
  ☆146Updated 3 years ago
• Pengxin-Guo / Awesome-Multi-Task-Learning
  Paper List for Multi-Task Learning (focus on architectures and optimization for MTL)
  ☆50Updated last year
• vis-opt-group / BLO
  Bi-level Optimization for Advanced Deep Learning
  ☆46Updated 3 years ago
• AvivNavon / pareto-hypernetworks
  Official implementation of Learning The Pareto Front With HyperNetworks [ICLR 2021]
  ☆104Updated 3 years ago
• kwignb / NeuralTangentKernel-Papers
  Neural Tangent Kernel Papers
  ☆115Updated 6 months ago
• inouye-lab / ShapleyExplanationNetworks
  Implementation of the paper "Shapley Explanation Networks"
  ☆88Updated 4 years ago
• saxena-mayur / Weight-Uncertainty-in-Neural-Networks
  ☆39Updated 6 years ago
• sanketkshah / LODLs
  Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"
  ☆28Updated last year
• changliu00 / causal-semantic-generative-model
  Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …
  ☆74Updated 3 years ago
• fedebotu / ICLR2022-OpenReviewData
  Crawl & visualize ICLR papers and reviews
  ☆110Updated 2 years ago
• zju-vipa / awesome-neural-trees
  Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"
  ☆81Updated 2 years ago
• EdisonLeeeee / ICLR2023-OpenReviewData
  ICLR 2023 Paper submission analysis from https://openreview.net/group?id=ICLR.cc/2023/Conference
  ☆105Updated 2 years ago
• woozch / PCGrad-pytorch-example
  PCGrad pytorch sample code [not official]
  ☆32Updated 5 years ago
• tianheyu927 / PCGrad
  Code for "Gradient Surgery for Multi-Task Learning"
  ☆331Updated 5 years ago
• WeiHuang05 / Awesome-Feature-Learning-in-Deep-Learning-Thoery
  Welcome to the Awesome Feature Learning in Deep Learning Thoery Reading Group! This repository serves as a collaborative platform for sch…
  ☆189Updated 7 months ago