Robuta

Sponsored by eBay https://openreview.net/forum?id=Q8k4WzGgnK Implicit Graph Neural Networks: A Monotone Operator Viewpoint | OpenReview Implicit graph neural networks (IGNNs) -- that solve a fixed-point equilibrium equation using Picard iteration for representation learning -- have shown... graph neural networksmonotone operatorimplicitviewpointopenreview https://openreview.net/forum?id=CnKf9TyYtf2 Few-Shot In-Context Imitation Learning via Implicit Graph Alignment | OpenReview We learn how to align graph representations of objects and use it as a foundation of a few-shot in-context imitation learning framework. few shotin contextimitation learningimplicit graph https://deepai.org/publication/implicit-graph-neural-diffusion-based-on-constrained-dirichlet-energy-minimization Implicit Graph Neural Diffusion Based on Constrained Dirichlet Energy Minimization | DeepAI Aug 7, 2023 - 08/07/23 - Implicit graph neural networks (GNNs) have emerged as a potential approach to enable GNNs to capture long-range dependencies effec... implicit graphbased ondirichlet energyneuraldiffusion https://openreview.net/forum?id=51aDG6Op46q How Powerful is Implicit Denoising in Graph Neural Networks | OpenReview We theoretically analyze the denoising effect in graph neural networks graph neural networkspowerfulimplicitdenoisingopenreview https://jmlr.org/papers/v21/18-638.html Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent graphdependentimplicitregularisationdistributed https://www.preprints.org/manuscript/202407.1040 A Knowledge Graph Based Implicit Requirements Mining Method in Personalized Products... In the context of crowds innovation and the generative design driven by big language models, the personalized requirements has become the best engine for... knowledge graphimplicit requirementsbased