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Representation Learning

4516 directly classified papers

Papers per year

Papers

Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024
Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024
Physics-Informed Representation and Learning: Control and Risk Quantification AAAI 2024
The Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models ACL 2024
Your Career Path Matters in Person-Job Fit AAAI 2024
Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-Time Dynamics AAAI 2024
Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024
Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding AAAI 2024
CEDFlow: Latent Contour Enhancement for Dark Optical Flow Estimation AAAI 2024
MDFL: Multi-Domain Diffusion-Driven Feature Learning AAAI 2024
AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction AAAI 2024
Enhance Sketch Recognition’s Explainability via Semantic Component-Level Parsing AAAI 2024
End-to-End RGB-D Image Compression via Exploiting Channel-Modality Redundancy AAAI 2024
Learning Discriminative Noise Guidance for Image Forgery Detection and Localization AAAI 2024
PNeRFLoc: Visual Localization with Point-Based Neural Radiance Fields AAAI 2024
VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook AAAI 2024
Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction AAAI 2024
WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations ACL 2024
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024
KeDuSR: Real-World Dual-Lens Super-Resolution via Kernel-Free Matching AAAI 2024
SD-MVS: Segmentation-Driven Deformation Multi-View Stereo with Spherical Refinement and EM Optimization AAAI 2024
Unveiling Details in the Dark: Simultaneous Brightening and Zooming for Low-Light Image Enhancement AAAI 2024
Enriching Disentanglement: From Logical Definitions to Quantitative Metrics NIPS 2024
Decomposing Semantic Shifts for Composed Image Retrieval AAAI 2024
Decoupled Contrastive Learning for Long-Tailed Recognition AAAI 2024