Representation Learning

3D-ANC: Adaptive Neural Collapse for Robust 3D Point Cloud Recognition AAAI 2026 A3D: Adaptive Affordance Assembly with Dual-Arm Manipulation AAAI 2026 Achieving Fairness Without Harm via Selective Demographic Experts AAAI 2026 A Comprehensive Evaluation of Chain-of-Thought Faithfulness in Persian Classification Tasks EACL 2026 A Computational Approach to Language Contact – A Case Study of Persian EACL 2026 A Computational Forensic Linguistic Analysis of Narrative and Question-Answer Structures in Italian Police Interrogation Transcripts EACL 2026 Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations AAAI 2026 Adapt Before Continual Learning AAAI 2026 Adaptive and Asymptotic Mean-based Subclass Discriminant Analysis AAAI 2026 Adaptive and Context-rich Generative Self-supervised Learning on Graphs AAAI 2026 Adaptive Frequency Pathways for Spatiotemporal Forecasting AAAI 2026 Adaptive Initial Residual Connections for GNNs with Theoretical Guarantees AAAI 2026 Adaptive Morph-Patch Transformer for Aortic Vessel Segmentation AAAI 2026 Adaptive Riemannian Graph Neural Networks AAAI 2026 A Dataset and Framework for Learning State-invariant Object Representations WACV 2026 Agent Journey Beyond RGB: Hierarchical Semantic-Spatial Representation Enrichment for Vision-and-Language Navigation AAAI 2026 AIM: Manifold-based Data Filtering for Representation Finetuning AAAI 2026 Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization EACL 2026 Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation WACV 2026 A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation AAAI 2026 An Invariant Latent Space Perspective on Language Model Inversion AAAI 2026 Appearance Discrepancy-guided Sequence Hybrid Masking for Robust Scene Text Recognition AAAI 2026 Appearance-Motion Decomposed Alignment for Text-Video Retrieval AAAI 2026 Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI 2026 ARNS: Adaptive Relation-Aware Negative Sampling with Curriculum Learning for Inductive Knowledge Graph Completion AAAI 2026