embedding learning

609 papers

Explore in graph

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

Large Scale Retrieval for the LinkedIn Feed Using Causal Language Models AAAI 2026

UDCH: Unsupervised Dynamic Weighted Cluster-cooperative Hashing for Cross-modal Retreival AAAI 2026

Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details AAAI 2026

LLM Collaborative Filtering: User-Item Graph as New Language AAAI 2026

CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data AAAI 2026

FAM: Fine-Grained Alignment Matters in Multimodal Embedding Learning with Large Vision-Language Models AAAI 2026

ITSELF: Attention Guided Fine-Grained Alignment for Vision-Language Retrieval WACV 2026

DIRECT: Directional Relevance in Conversational Trajectories EACL 2026

MoMoREC: A Multi-agent Motivation Generation Framework for Residual Semantic ID-Aware Recommendation AAAI 2026

Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction AAAI 2026

Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning AAAI 2026

Generating Sketches in a Hierarchical Auto-Regressive Process for Flexible Sketch Drawing Manipulation at Stroke-Level AAAI 2026

Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework AAAI 2026

No-Regret Strategy Solving in Imperfect-Information Games via Pre-Trained Embedding AAAI 2026

NeuroBridge: Few-Shot Cross-Modal Neuron Re-identification via Dual-Channel Deep Metric Learning WACV 2026

PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026

LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization WACV 2026

CALE : Concept-Aligned Embeddings for Both Within-Lemma and Inter-Lemma Sense Differentiation EACL 2026

LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025

Sentiment Analysis of Arabic Tweets Using Large Language Models COLING 2025

Algorithm Selection for Word-Level Hardware Model Checking (Student Abstract) AAAI 2025

Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025

Embeddings for Numerical Features Using tanh Activation ACL 2025

nlptuducd at SemEval-2025 Task 10: Narrative Classification as a Retrieval Task through Story Embeddings ACL 2025

mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025