gradient-surgery

Here are 6 public repositories matching this topic...

WeiChengTseng / Pytorch-PCGrad

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

reinforcement-learning deep-learning deep-reinforcement-learning pytorch mnist rl reimplementation multi-task-learning cifar-100 multi-task-reinforcement-learning multi-task-rl pytorch-pcgrad gradient-surgery mulit-mnist

Updated Jun 22, 2021
Python

lucasmansilla / DGvGS

Star

Domain Generalization via Gradient Surgery

deep-learning pytorch image-classification domain-generalization gradient-surgery domain-shift

Updated May 3, 2022
Python

StringNLPLAB / MGS

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Repository for the paper "Advancing General-Purpose Reasoning Models with Modular Gradient Surgery"

rl post-training gradient-surgery pcgrad llm

Updated Mar 15, 2026
Python

anseryuer / EUPMU-Efficient-Utility-Preserving-Machine-Unlearning

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[NIPS 2025 Poster] "Efficient Utility-Preserving Machine Unlearning with Implicit Gradient Surgery" code implementation

machine-learning deep-learning optimization-algorithms machine-unlearning gradient-surgery neurips-2025

Updated Apr 27, 2026
Python

KartikeyaGangwar / null-space-pinn

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Official PyTorch implementation of "On Parameter Decoupling, Conditioning, and Interface Transmission in Multi-Objective Physics-Informed Neural Networks". Exact parameter-level gradient orthogonality, C^2 Hermite blending, and multi-physics benchmarks.

pytorch multi-objective-optimization navier-stokes multiphysics inverse-problems b-splines hermite-interpolation scientific-machine-learning sciml pinns null-space gradient-surgery physics-informed-neural-networks gradient-conflict sobolev-spaces parameter-decoupling

Updated Sep 27, 2026
Python

KartikeyaGangwar / as-pinn

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Official PyTorch implimentation of Adaptive N-Subspace PINN (AS-PINN): Autonomous Parameter-Space AMR via Vectorized Gradient Conflict Profiling for Stiff, Multi-Scale, and High-Dimensional PDEs.

Updated Sep 14, 2026
Python

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