Deep Learning

Learning Implicit Features with Flow-Infused Transformations for Realistic Virtual Try-On ICCV 2025 Learning In-context n-grams with Transformers: Sub-n-grams Are Near-Stationary Points ICML 2025 Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision ICML 2025 Learning Input Encodings for Kernel-Optimal Implicit Neural Representations ICML 2025 Learning Instance-Specific Parameters of Black-Box Models using Differentiable Surrogates WACV 2025 Learning Invariant Causal Mechanism from Vision-Language Models ICML 2025 Learning Keypoints for Multi-Agent Behavior Analysis using Self-Supervision WACV 2025 Learning Kolmogorov-Arnold Neural Activation Functions by Infinite-Dimensional Optimization L4DC 2025 Learning Laplacian Positional Encodings for Heterophilous Graphs AISTATS 2025 Learning Latent Graph Structures and their Uncertainty ICML 2025 Learning local equivariant representations for quantum operators ICLR 2025 Learning Long-Context Diffusion Policies via Past-Token Prediction CoRL 2025 Learning Long Range Dependencies on Graphs via Random Walks ICLR 2025 Learning Mixtures of Gaussians Using Diffusion Models COLT 2025 Learning More Expressive General Policies for Classical Planning Domains AAAI 2025 Learning More with Less: Self-Supervised Approaches forLow-Resource Speech Emotion Recognition Interspeech 2025 Learning Multi-Index Models with Neural Networks via Mean-Field Langevin Dynamics ICLR 2025 Learning Multi-interest Embedding with Dynamic Graph Cluster for Sequention Recommendation UAI 2025 Learning Multi-Level Features with Matryoshka Sparse Autoencoders ICML 2025 Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion AAAI 2025 Learning Neural Networks with Distribution Shift: Efficiently Certifiable Guarantees ICLR 2025 Learning Neural Scene Representation from iToF Imaging ICCV 2025 Learning Normal Flow Directly From Events ICCV 2025 Learning Null Geodesics for Gravitational Lensing Rendering in General Relativity ICCV 2025 Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking CVPR 2025