embedding learning

609 papers

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Co-occurring keywords

representation learning (6174) metric learning (1189) contrastive learning (3979) zero-shot learning (3637) transfer learning (5442) deep metric learning (123) neural network (6616) text classification (6776) image retrieval (599) unsupervised learning (3255)

Papers

LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024

Lexically Grounded Subword Segmentation EMNLP 2024

FATE: Feature-Agnostic Transformer-Based Encoder for Learning Generalized Embedding Spaces in Flow Cytometry Data WACV 2024

Hierarchical Correlation Clustering and Tree Preserving Embedding CVPR 2024

Concept Space Alignment in Multilingual LLMs EMNLP 2024

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024

To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models EMNLP 2024

Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024

DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives IJCAI 2024

Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024

Cross Initialization for Face Personalization of Text-to-Image Models CVPR 2024

S2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering CVPR 2024

SaCo Loss: Sample-wise Affinity Consistency for Vision-Language Pre-training CVPR 2024

Label Supervised Contrastive Learning for Imbalanced Text Classification in Euclidean and Hyperbolic Embedding Spaces EACL 2024

AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings CVPR 2024

LidarCLIP or: How I Learned To Talk to Point Clouds WACV 2024

Data-Efficient Multimodal Fusion on a Single GPU CVPR 2024

Deep Metric Learning With Chance Constraints WACV 2024

Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024

Using Locally Learnt Word Representations for better Textual Anomaly Detection NAACL 2024

Text Mining at SemEval-2024 Task 1: Evaluating Semantic Textual Relatedness in Low-resource Languages using Various Embedding Methods and Machine Learning Regression Models SEMEVAL 2024

A Survey of Robotic Language Grounding: Tradeoffs between Symbols and Embeddings IJCAI 2024

Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024

Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024

NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024