embedding space

298 papers

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Co-occurring keywords

representation learning (6174) word embedding (1764) contrastive learning (3979) metric learning (1189) embedding learning (609) deep metric learning (123) large language model (12755) zero-shot learning (3637) transfer learning (5442) few-shot learning (3390)

Papers

Collaborative Dual Representations for Semi-Supervised Partial Label Learning AAAI 2026

A Dataset and Framework for Learning State-invariant Object Representations WACV 2026

Is Sentiment Banana-Shaped? Exploring the Geometry and Portability of Sentiment Concept Vectors EACL 2026

Learning the Latent Structure: A Feature-Centric Approach to Graph Data Augmentation AAAI 2026

3DAlign-DAER: Dynamic Attention Policy and Efficient Retrieval Strategy for Fine-grained 3D-Text Alignment at Scale AAAI 2026

Hierarchical Text Classification with LLM-Refined Taxonomies EACL 2026

Statistical Foundations of DIME: Risk Estimation for Practical Index Selection EACL 2026

From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions EACL 2026

Active Learning for Animal Re-Identification with Ambiguity-Aware Sampling AAAI 2026

Efficient Post-Training Refinement of Latent Reasoning in Large Language Models AAAI 2026

Reconstruction Attack-Resistant Inference Paradigm for LLM Cloud Services AAAI 2026

Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks AAAI 2026

OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026

ProtoGMVAE: A Variational Auto-Encoder with True Gaussian Mixture Prior for Prototypical-based Self-Explainability WACV 2026

Potential Field Based Deep Metric Learning CVPR 2025

Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025

LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025

Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025

MaRI: Material Retrieval Integration across Domains CVPR 2025

Deep Disentangled Metric Learning AAAI 2025

Norm of Mean Contextualized Embeddings Determines their Variance COLING 2025

ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025

Improving Table Retrieval with Question Generation from Partial Tables ACL 2025

When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025

QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025