generalization

A Generalization Result for Convergence in Learning-to-Optimize ICML 2025 A Generalization Theory for Zero-Shot Prediction ICML 2025 Benign Overfitting in Token Selection of Attention Mechanism ICML 2025 Chip Placement with Diffusion Models ICML 2025 CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization ICML 2025 Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning ICML 2025 Covered Forest: Fine-grained generalization analysis of graph neural networks ICML 2025 DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction ICML 2025 Does learning the right latent variables necessarily improve in-context learning? ICML 2025 DreamGen: Unlocking Generalization in Robot Learning through Video World Models CoRL 2025 Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts ICML 2025 Find A Winning Sign: Sign Is All We Need to Win the Lottery ICLR 2025 FLARE: Robot Learning with Implicit World Modeling CoRL 2025 Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape ICML 2025 General agents need world models ICML 2025 Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning ICML 2025 Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings ICML 2025 Generalizing Causal Effects from Randomized Controlled Trials to Target Populations across Diverse Environments ICML 2025 Geometric Inductive Biases of Deep Networks: The Role of Data and Architecture ICLR 2025 Grokking Beyond the Euclidean Norm of Model Parameters ICML 2025 Hide & Seek: Transformer Symmetries Obscure Sharpness & Riemannian Geometry Finds It ICML 2025 Holistic Physics Solver: Learning PDEs in a Unified Spectral-Physical Space ICML 2025 (How) Do Language Models Track State? ICML 2025 How Effective Can Dropout Be in Multiple Instance Learning ? ICML 2025 HyperNear: Unnoticeable Node Injection Attacks on Hypergraph Neural Networks ICML 2025