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Our garden
#flowers #blooms #garden

GCond: Gradient Conflict Resolution via Accumulation-based Stabilization for Large-Scale Multi-Task Learning
Evgeny Alves Limarenko, Anastasiia Alexandrovna Studenikina
https://arxiv.org/abs/2509.07252

GCond: Gradient Conflict Resolution via Accumulation-based Stabilization for Large-Scale Multi-Task Learning
In multi-task learning (MTL), gradient conflict poses a significant challenge. Effective methods for addressing this problem, including PCGrad, CAGrad, and GradNorm, in their original implementations are computationally demanding, which significantly limits their application in modern large models and transformers. We propose Gradient Conductor (GCond), a method that builds upon PCGrad principles by combining them with gradient accumulation and an adaptive arbitration mechanism. We evaluated GC…

What an epic list.
#degrassi

"Gardeners urged to collaborate to help moths and hover flies thrive in cities"
#Insects #Moths #Gardens

Pam Bondi fired him for prosecuting January 6 rioters. He’d do it again: ‘it’s about justice’ | US Capitol attack | The Guardian
https://www.theguardian.com/us-news/2025/aug/10/mike-gordon-trump-administration-january-6

I'm an very excited for a Spider Punk movie but also it will have to be terrible, right?
https://deadline.com/2025/08/spider-punk-animated-feature-daniel-kaluuya-ajon-singh-sony-1236478287/

Graph-based Integrated Gradients for Explaining Graph Neural Networks
Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
https://arxiv.org/abs/2509.07648

Graph-based Integrated Gradients for Explaining Graph Neural Networks
Integrated Gradients (IG) is a common explainability technique to address the black-box problem of neural networks. Integrated gradients assumes continuous data. Graphs are discrete structures making IG ill-suited to graphs. In this work, we introduce graph-based integrated gradients (GB-IG); an extension of IG to graphs. We demonstrate on four synthetic datasets that GB-IG accurately identifies crucial structural components of the graph used in classification tasks. We further demonstrate on t…

AI Coding Sucks by Syntax
#webdev #coding

Are Americans Irish? by The Leftist Cooks
#irish #videoEssay

D&D 6e Is Here! We Need To Talk About Matt Colville's New RPG by DnD Shorts

#dnd