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Representation Learning

18863 directly classified papers

Papers per year

Papers

Multi-knowledge Enhanced Graph Neural Network for Multi-trait Essay Scoring AAAI 2026
ITPP: Learning Disentangled Event Dynamics in Marked Temporal Point Processes AAAI 2026
Dual-Horizon Interest Model for Unified Search and Recommendation AAAI 2026
SACodec: Asymmetric Quantization with Semantic Anchoring for Low-Bitrate High-Fidelity Neural Speech Codecs AAAI 2026
Multi-granularity Interactive Attention Framework for Residual Hierarchical Pronunciation Assessment AAAI 2026
Trainable EEG Interpolation and Structure-Sharing Dual-Path Encoders for Brain-Assisted Target Speaker Extraction AAAI 2026
Mixture-of-Trees: Learning to Select and Weigh Reasoning Paths for Efficient LLM Inference AAAI 2026
Exploring Non-Convex Discrete Energy Landscapes: An Efficient Langevin-Like Sampler with Replica Exchange AAAI 2026
RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning AAAI 2026
Enhancing Binary Encoded Crime Linkage Analysis Using Siamese Network AAAI 2026
From Representation to Reasoning: Toward General-Purpose Visual Intelligence AAAI 2026
Generative Graphical Inverse Kinematics (Abstract Reprint) AAAI 2026
PRIMP: PRobabilistically-Informed Motion Primitives for Efficient Affordance Learning from Demonstration (Abstract Reprint) AAAI 2026
Exploiting Graph-Based Structural Priors for Visual Recognition AAAI 2026
Learning Through Concepts: Hierarchies, Logic and Reasoning AAAI 2026
VLHSA: Vision-Language Hierarchical Semantic Alignment for Jigsaw Puzzle Solving with Eroded Gaps (Student Abstract) AAAI 2026
Deterministic Hyperdimensional Learning with Rank Refinement (Student Abstract) AAAI 2026
iCD: An Implicit Clustering Distillation Method for Structural Information Mining (Student Abstract) AAAI 2026
Atom-level Adaptive Receptive Fields: A Pruning-Based Encoder for 2D Molecular Graphs (Student Abstract) AAAI 2026
TRACE: Transformation-Aware Graph Refinement for Reaction Condition Prediction AAAI 2026
NucEL: Single-Nucleotide ELECTRA-Style Genomic Pre-training for Efficient and Interpretable Representations AAAI 2026
Learning to Curate Context: Jointly Optimizing Retrieval and Prediction for Multimodal Social Media Popularity AAAI 2026
Complex Mathematical Expression Recognition: Benchmark, Large-Scale Dataset and Strong Baseline AAAI 2026
ViType: High-Fidelity Visual Text Rendering via Glyph-Aware Multimodal Diffusion AAAI 2026
Achieving Fairness Without Harm via Selective Demographic Experts AAAI 2026