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Embedding Learning

3751 directly classified papers

Papers per year

Papers

From Few-Shot to Zero-Shot Pallet Load Recognition: A Deployed Embedding-Based Vision System for Industrial Logistics WACV 2026
OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026
OW-Rep: Open World Object Detection with Instance Representation Learning WACV 2026
DIN: Dual Impulse Network for Multi-view Representation Learning AAAI 2026
Probabilistic Hash Embeddings for Online Learning of Categorical Features AAAI 2026
Learning Intrinsic Hierarchy for Generalized Category Discovery AAAI 2026
No-Regret Strategy Solving in Imperfect-Information Games via Pre-Trained Embedding AAAI 2026
Unified Multimodal Interleaved Document Representation for Retrieval EACL 2026
From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions EACL 2026
PTEB: Towards Robust Text Embedding Evaluation via Stochastic Paraphrasing at Evaluation Time with LLMs EACL 2026
Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models EACL 2026
Using Subword-Embeddings for Bilingual Lexicon Induction in Bantu Languages EACL 2026
Cosine Similarity as Logits?: A Scalable Knowledge Probe Using Embedding Vectors from Generative Language Models EACL 2026
SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems EACL 2026
QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026
Improving the Accuracy of Dense Retrieval on the Quantized Indexes via Gradient Optimization of the Target Embeddings AAAI 2026
DiLO: Disentangled Latent Optimization for Learning Shape and Deformation in Grouped Deforming 3D Objects AAAI 2026
Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation ACL 2025
Dense Retrieval with Quantity Comparison Intent ACL 2025
Federated Multi-view Graph Clustering with Incomplete Attribute Imputation IJCAI 2025
MIEB: Massive Image Embedding Benchmark ICCV 2025
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging SEMEVAL 2025
LA²I²F at SemEval-2025 Task 5: Reasoning in Embedding Space – Fusing Analogical and Ontology-based Reasoning for Document Subject Tagging SEMEVAL 2025
Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025