Representation Learning

SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026 Sound-AI: A Pedagogical Tool for Exploring AI in Audio and Bioacoustic Research AAAI 2026 Space Alignment Matters: The Missing Piece for Inducing Neural Collapse in Long-Tailed Learning AAAI 2026 SPAR-Det: Segmentation-guided and Prior-Aided Routing for Small Object Detection WACV 2026 Sparse Poisson Gamma Belief Networks for High-Dimensional Sparse Count Data AAAI 2026 SpatialActor: Exploring Disentangled Spatial Representations for Robust Robotic Manipulation AAAI 2026 SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving EACL 2026 Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models EACL 2026 Spectral Basis Learning for Expressive Graph Neural Networks in Link Prediction AAAI 2026 SRA-Det: Learning Omni-Grained Open-Vocabulary Detection Beyond Category Names CVPR 2026 State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation AAAI 2026 Statistically Robust Sparse High-order Interaction Model AAAI 2026 Statistical Semantic Change Detection via Usage Similarities EACL 2026 STOLA: Self-Adaptive Touch-Language Framework for Tactile Commonsense Reasoning in Open-Ended Scenarios AAAI 2026 Structured Context Learning for Generic Event Boundary Detection WACV 2026 Style as Signature: Profile-Based Authorship Verification of Mihai Eminescu’s Journalistic Corpus EACL 2026 Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models AAAI 2026 Subspace-Guided Knowledge Distillation for Efficient Model Transfer WACV 2026 SuperRivolution: Fine-Scale Rivers from Coarse Temporal Satellite Imagery WACV 2026 Supervised Dynamic Dimension Reduction with Deep Neural Network AAAI 2026 Suppressing Final Layer Hidden State Jumps in Transformer Pretraining EACL 2026 Sycophancy Hides Linearly in the Attention Heads EACL 2026 SymNet: A Multi-Task Network for Joint Radio Map Reconstruction and Transmitter Localization WACV 2026 Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026 Task-Aware Meta-Learning on Heterogeneous Knowledge Graph for POI Recommendation AAAI 2026