Machine Learning

Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025 Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement ICCV 2025 Learning Policy Committees for Effective Personalization in MDPs with Diverse Tasks ICML 2025 Learning Probabilistic Temporal Logic Specifications for Stochastic Systems IJCAI 2025 Learning Production Functions for Supply Chains with Graph Neural Networks AAAI 2025 Learning Production-Optimized Congestion Control Selection for Alibaba Cloud CDN NSDI 2025 Learning Randomized Algorithms with Transformers ICLR 2025 Learning Real Facial Concepts for Independent Deepfake Detection IJCAI 2025 Learning Regularization for Graph Inverse Problems AAAI 2025 Learning Representations of Instruments for Partial Identification of Treatment Effects ICML 2025 Learning Robust and Privacy-Preserving Representations via Information Theory AAAI 2025 Learning Robust Image Watermarking with Lossless Cover Recovery ICCV 2025 Learning Robust Multi-view Representation Using Dual-masked VAEs IJCAI 2025 Learning Robust Representations with Long-Term Information for Generalization in Visual Reinforcement Learning ICLR 2025 Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts ICCV 2025 Learning Robust XGBoost Ensembles for Regression Tasks UAI 2025 Learning Safe Control via On-the-Fly Bandit Exploration ICML 2025 Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025 Learning Semi-Supervised Medical Image Segmentation from Spatial Registration WACV 2025 Learning Separable Fine-Grained Representation via Dendrogram Construction from Coarse Labels for Fine-grained Visual Recognition ICCV 2025 Learning Set Functions with Implicit Differentiation AAAI 2025 Learnings from Deploying Network QoS Alignment to Application Priorities for Storage Services NSDI 2025 Learning Shape-Independent Transformation via Spherical Representations for Category-Level Object Pose Estimation ICLR 2025 Learning signals defined on graphs with optimal transport and Gaussian process regression AISTATS 2025 Learning Single Index Models with Diffusion Priors ICML 2025