Machine Learning

EMAformer: Enhancing Transformer Through Embedding Armor for Time Series Forecasting AAAI 2026 Embedding Network Autoregression for Time Series Analysis and Causal Peer Effect Inference JMLR 2026 Embracing Positional Bias in Multiple-Choice Question Answering via Permutation Equivariant Neural Networks AAAI 2026 EmbryoDiff: A Conditional Diffusion Framework with Multi-Focal Feature Fusion for Fine-Grained Embryo Developmental Stage Recognition AAAI 2026 Emergent Fast-Slow Dynamics in Multi-Agent Q-Learning for Networked Stochastic Games AAAI 2026 EM-KD: Distilling Efficient Multimodal Large Language Model with Unbalanced Vision Tokens AAAI 2026 EMMA: Extracting Multiple physical parameters from Multimodal Data CVPR 2026 EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning AAAI 2026 EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models AAAI 2026 Emo-tica at SemEval-2026 Task 2: Trait–State Affect Forecaster for Longitudinal Valence and Arousal SemEval 2026 Emotion and Intention Guided Multi-Modal Learning for Sticker Response Selection AAAI 2026 Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion EACL 2026 Empowering Semantic-Sensitive Underwater Image Enhancement with VLM AAAI 2026 Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning WACV 2026 Enabling Autoregressive Models to Fill In Masked Tokens EACL 2026 Enabling Delayed-Full Charging Through Transformer-Based Real-Time-to-Departure Modeling for EV Battery Longevity AAAI 2026 ENCORE : A Neural Collapse Perspective on Out-of-Distribution Detection in Deep Neural Networks WACV 2026 ENCORE: Entropy-guided Reward Composition for Multi-head Safety Reward Models AAAI 2026 EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams MIDL 2026 Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition AAAI 2026 End-to-End Contrastive Language-Speech Pretraining Model for Long-Form Spoken Question Answering AAAI 2026 End-to-End Deep Learning for Predicting Metric Space-Valued Outputs JMLR 2026 End-to-End Fine-Tuning of 3D Texture Generation using Differentiable Rewards WACV 2026 End-to-End Knowledge Distillation for Unsupervised Domain Adaptation with Large Vision-language Models AAAI 2026 Energy-based Autoregressive Generation for Neural Population Dynamics AAAI 2026