Embedding Learning

Generalized Geometry Encoding Volume for Real-time Stereo Matching AAAI 2026 Geo2Vec: Shape- and Distance-Aware Neural Representation of Geospatial Entities AAAI 2026 GeoPTH: A Lightweight Approach to Category-Based Trajectory Retrieval via Geometric Prototype Trajectory Hashing AAAI 2026 GeoSURGE: Geo-localization using Semantic Fusion with Hierarchy of Geographic Embeddings CVPR 2026 GP-MoLFormer-Sim: Test Time Molecular Optimization Through Contextual Similarity Guidance AAAI 2026 Improving the Accuracy of Dense Retrieval on the Quantized Indexes via Gradient Optimization of the Target Embeddings AAAI 2026 Inductive Generative Recommendation via Retrieval-based Speculation AAAI 2026 ITSELF: Attention Guided Fine-Grained Alignment for Vision-Language Retrieval WACV 2026 Language Models Do Not Embed Numbers Continuously (Student Abstract) AAAI 2026 Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details AAAI 2026 Learning Intrinsic Hierarchy for Generalized Category Discovery AAAI 2026 Learning Protein–Ligand Binding in Hyperbolic Space AAAI 2026 Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation AAAI 2026 Less is More: Adapting Text Embeddings for Low-Resource Languages with Small Scale Noisy Synthetic Data EACL 2026 LiteGE: Lightweight Geodesic Embedding for Efficient Geodesics Computation and Non-Isometric Shape Correspondence AAAI 2026 LLM Collaborative Filtering: User-Item Graph as New Language AAAI 2026 LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization WACV 2026 Map of Encoders – Mapping Sentence Encoders using Quantum Relative Entropy ACL 2026 Multi-Aspect Cross-modal Quantization for Generative Recommendation AAAI 2026 MV-LLMRec: Multi-View Representation Learning with Large Language Models for Recommendation (Student Abstract) AAAI 2026 Neural network embeddings recover value dimensions from psychometric survey items on par with human data EACL 2026 No-Regret Strategy Solving in Imperfect-Information Games via Pre-Trained Embedding AAAI 2026 Normalizing Health Concepts with Biomedical Embedding and LLMs EACL 2026 One Sentence, Two Embeddings: Contrastive Learning of Explicit and Implicit Semantic Representations EACL 2026 OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026