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

Reproducibility of predictive networks for mouse visual cortex NIPS 2024

Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NIPS 2024

Composed Video Retrieval via Enriched Context and Discriminative Embeddings CVPR 2024

HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? NAACL 2024

SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024

Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NIPS 2024

Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers NIPS 2024

Joint Learning of Context and Feedback Embeddings in Spoken Dialogue INTERSPEECH 2024

Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination NIPS 2024

A Multi-Task Embedder For Retrieval Augmented LLMs ACL 2024

DMON: A Simple Yet Effective Approach for Argument Structure Learning COLING 2024

Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024

Levenshtein Distance Embedding with Poisson Regression for DNA Storage AAAI 2024

DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation AAAI 2024

Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024

A Joint Noise Disentanglement and Adversarial Training Framework for Robust Speaker Verification INTERSPEECH 2024

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

Deriving Entity-Specific Embeddings from Multi-Entity Sequences COLING 2024

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

Hierarchical Correlation Clustering and Tree Preserving Embedding CVPR 2024

RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models NIPS 2024

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

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

Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction EMNLP 2024

Hyperbolic Embeddings of Supervised Models NIPS 2024