Machine Learning

Dynamic Regret in Outlier-Oblivious Online Optimization using Nonconvex Robust Losses UAI 2026 DynamicRTL: RTL Representation Learning for Dynamic Circuit Behavior AAAI 2026 Dynamics-Aware Planning Representation for Zero-Shot Reinforcement Learning (Student Abstract) AAAI 2026 Dynamics-Aware Preference Optimization for Vision-Language Models CVPR 2026 Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception AAAI 2026 Dynamic Sparsity: Challenging Common Sparsity Assumptions for Learning World Models in Robotic Reinforcement Learning Benchmarks AAAI 2026 Dynamic-Static Collaboration for Unsupervised Domain Adaptive Video-Based Visible-Infrared Person Re-Identification AAAI 2026 Dynamic Weight Adaptation in Spiking Neural Networks Inspired by Biological Homeostasis AAAI 2026 DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression AAAI 2026 E3AD: An Emotion-Aware Vision-Language-Action Model for Human-Centric End-to-End Autonomous Driving CVPR 2026 E³SAM2: Entropy-Aware and Edge-Guided Adaptation of SAM2 for Echocardiography Video Segmentation AAAI 2026 EA: Managing Green Data Centers Using Deep Reinforcement Learning Without Discounting AAAI 2026 Early-Exit and Instant Confidence Translation Quality Estimation EACL 2026 Early Warning of Intraoperative Adverse Events via Transformer-Driven Multi-Label Learning AAAI 2026 Earth-Adapter: Bridge the Geospatial Domain Gaps with a Frequency-Guided Mixture of Adapters AAAI 2026 EASE: Practical and Efficient Safety Alignment for Small Language Models AAAI 2026 Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning AAAI 2026 Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias AAAI 2026 ECD: Evidence-guided Contrastive Decoding in Retrieval-Augmented Generation with Accurate Knowledge Reference Adjustment AAAI 2026 Echoes Over Time: Unlocking Length Generalization in Video-to-Audio Generation Models CVPR 2026 Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning AAAI 2026 EchoMimicV3: 1.3B Parameters Are All You Need for Unified Multi-Modal and Multi-Task Human Animation AAAI 2026 EC-MVSNet: Enhanced Cascaded Multi-View Stereo with Cross-Scale Relevance Integration AAAI 2026 EcoDiffusion: Uncertainty-Aware Emulation of Ecosystem Processes with Conditional Diffusion for Long Sequences with Single-Step Initialization AAAI 2026 ECO: Energy-Constrained Operator Learning for Chaotic Dynamics with Boundedness Guarantees L4DC 2026