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Representation Learning

18863 directly classified papers

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Papers

DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering AAAI 2026
BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation AAAI 2026
Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering AAAI 2026
Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs AAAI 2026
SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026
Enhancing Predictive Model Learning via Domain-Knowledge Augmented Latent Feature Mining AAAI 2026
Achieving Fairness Without Harm via Selective Demographic Experts AAAI 2026
Towards a Common Framework for Autoformalization AAAI 2026
MV-LLMRec: Multi-View Representation Learning with Large Language Models for Recommendation (Student Abstract) AAAI 2026
Gene Incremental Learning for Single-Cell Transcriptomics AAAI 2026
Frequency Mining Empowered by Text Aggregation: A New Perspective on Document Image Tampering Detection AAAI 2026
Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling AAAI 2026
Point Cloud Semantic Scene Completion with Prototype-Guided Transformer AAAI 2026
Human Motion Synthesis in 3D Scenes via Unified Scene Semantic Occupancy AAAI 2026
Fast Guaranteed Robust Local-Smooth Principal Component Separation AAAI 2026
HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment AAAI 2026
MDND: Unsupervised Learning Guided by Non-Differentiable Refinement for Shape Correspondence AAAI 2026
TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering AAAI 2026
Appearance-Motion Decomposed Alignment for Text-Video Retrieval AAAI 2026
Slender3D: Curve-Guided Multi-View Reconstruction of Slender Structures AAAI 2026
X-MoGen: Unified Motion Generation Across Humans and Animals AAAI 2026
Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration AAAI 2026
Attentive Keypoint Identification: Progressive Spatiotemporal Refinement for Video-based Human Pose Estimation AAAI 2026
SAR-DisentDM: A Semantic-Disentangled Diffusion Model for Limited-Data SAR Image Synthesis AAAI 2026
Exploring Transferability of Self-Supervised Learning by Task Conflict Calibration AAAI 2026