From 4a687f9bb747885844c46b2fdc939cd269d9ab66 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Val=C3=A9rian=20Rey?= Date: Mon, 18 May 2026 15:21:35 +0200 Subject: [PATCH] docs: Add CRMOGMWeighting to supported methods table in README Co-Authored-By: Claude Sonnet 4.6 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1c3a6b0f..698043b7 100644 --- a/README.md +++ b/README.md @@ -279,6 +279,7 @@ TorchJD provides many existing aggregators from the literature, listed in the fo | [CAGrad](https://torchjd.org/stable/docs/aggregation/cagrad#torchjd.aggregation.CAGrad) | [CAGradWeighting](https://torchjd.org/stable/docs/aggregation/cagrad#torchjd.aggregation.CAGradWeighting) | [Conflict-Averse Gradient Descent for Multi-task Learning](https://arxiv.org/pdf/2110.14048) | | [ConFIG](https://torchjd.org/stable/docs/aggregation/config#torchjd.aggregation.ConFIG) | - | [ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks](https://arxiv.org/pdf/2408.11104) | | [Constant](https://torchjd.org/stable/docs/aggregation/constant#torchjd.aggregation.Constant) | [ConstantWeighting](https://torchjd.org/stable/docs/aggregation/constant#torchjd.aggregation.ConstantWeighting) | - | +| - | [CRMOGMWeighting](https://torchjd.org/stable/docs/aggregation/cr_mogm/#torchjd.aggregation.CRMOGMWeighting) | [On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond](https://proceedings.neurips.cc/paper_files/paper/2022/file/f91bd64a3620aad8e70a27ad9cb3ca57-Paper-Conference.pdf) | | [DualProj](https://torchjd.org/stable/docs/aggregation/dualproj#torchjd.aggregation.DualProj) | [DualProjWeighting](https://torchjd.org/stable/docs/aggregation/dualproj#torchjd.aggregation.DualProjWeighting) | [Gradient Episodic Memory for Continual Learning](https://arxiv.org/pdf/1706.08840) | | [GradDrop](https://torchjd.org/stable/docs/aggregation/graddrop#torchjd.aggregation.GradDrop) | - | [Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout](https://arxiv.org/pdf/2010.06808) | | [GradVac](https://torchjd.org/stable/docs/aggregation/gradvac#torchjd.aggregation.GradVac) | [GradVacWeighting](https://torchjd.org/stable/docs/aggregation/gradvac#torchjd.aggregation.GradVacWeighting) | [Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models](https://arxiv.org/pdf/2010.05874) |