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embedding learning

629 papers

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representation learning (115) metric learning (109) contrastive learning (58) zero-shot learning (38) deep metric learning (33) transfer learning (32) neural network (32) image retrieval (30) unsupervised learning (28) large language model (28)

Papers

Generative Representational Instruction Tuning ICLR 2025 Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025 Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI 2025 HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding CVPR 2025 Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution NAACL 2025 Improved Near-Duplicate Detection for Aggregated and Paywalled News-Feeds NAACL 2025 Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025 Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation AAAI 2025 Investigating Multi-layer Representations for Dense Passage Retrieval EMNLP 2025 IRSum: One Model to Rule Summarization and Retrieval ACL 2025 I Spy with My Little Eye A Minimum Cost Multicut Investigation of Dataset Frames WACV 2025 jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval EMNLP 2025 Knowledge Tracing in Programming Education Integrating Students’ Questions ACL 2025 LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025 Language-Assisted Feature Transformation for Anomaly Detection ICLR 2025 Language Models are Universal Embedders ACL 2025 Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025 LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025 Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport ICLR 2025 Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025 LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025 Linear Partial Gromov-Wasserstein Embedding ICLR 2025 LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators EMNLP 2025 Long-Sequence Recommendation Models Need Decoupled Embeddings ICLR 2025 Long-Term EEG Partitioning for Seizure Onset Detection AAAI 2025