Embedding Learning

Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026 OW-Rep: Open World Object Detection with Instance Representation Learning WACV 2026 Patch-wise Retrieval: A Bag of Practical Techniques for Instance-level Matching WACV 2026 PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026 Polysemic Semantic Instance Network for Cross-Modal Hashing AAAI 2026 Probabilistic Hash Embeddings for Online Learning of Categorical Features AAAI 2026 Proxy Zero-Shot Hashing with Multimodal Fusion via Stable Diffusion AAAI 2026 PTEB: Towards Robust Text Embedding Evaluation via Stochastic Paraphrasing at Evaluation Time with LLMs EACL 2026 QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026 Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models EACL 2026 RMSAGen: Integrating Multiple Sequence Alignment for Function RNA Design AAAI 2026 Semi-Supervised Synthetic Data Generation with Fine-Grained Relevance Control for Short Video Search Relevance Modeling AAAI 2026 Similarity-aware Probabilistic Embeddings Modeling for Video-Text Retrieval WACV 2026 SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems EACL 2026 Teaching Old Tokenizers New Words: Efficient Tokenizer Adaptation for Pretrained Models EACL 2026 Team UBSE at SemEval-2026 Task 4: Adapting Generalist Embeddings for Narrative Representations SemEval 2026 Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026 TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space AAAI 2026 TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems AAAI 2026 UDCH: Unsupervised Dynamic Weighted Cluster-cooperative Hashing for Cross-modal Retreival AAAI 2026 Unified Multimodal Interleaved Document Representation for Retrieval EACL 2026 UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning AAAI 2026 Using Subword-Embeddings for Bilingual Lexicon Induction in Bantu Languages EACL 2026 USPR: Learning a Unified Solver for Profiled Routing AAAI 2026 VN-MTEB: Vietnamese Massive Text Embedding Benchmark EACL 2026