Application Areas

Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning ICML 2025 Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network ICML 2025 Learning General-purpose Biomedical Volume Representations using Randomized Synthesis ICLR 2025 Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling ICLR 2025 Learning Harmonized Representations for Speculative Sampling ICLR 2025 Learning Heterogeneous Performance-Fairness Trade-offs in Federated Learning IJCAI 2025 Learning Hierarchical Line Buffer for Image Processing ICCV 2025 Learning How Hard to Think: Input-Adaptive Allocation of LM Computation ICLR 2025 Learning Invariant Causal Mechanism from Vision-Language Models ICML 2025 Learning Mixtures of Experts with EM: A Mirror Descent Perspective 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 Occlusion-Robust Vision Transformers for Real-Time UAV Tracking CVPR 2025 Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement ICCV 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 Real Facial Concepts for Independent Deepfake Detection IJCAI 2025 Learning Robust and Privacy-Preserving Representations via Information Theory AAAI 2025 Learning Robust Image Watermarking with Lossless Cover Recovery ICCV 2025 Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts ICCV 2025 Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025 Learnings from Deploying Network QoS Alignment to Application Priorities for Storage Services NSDI 2025 Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction ICML 2025 Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025 Learning Textual Prompts for Open-World Semi-Supervised Learning CVPR 2025