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

Mandarin classifier systems optimize to accommodate communicative pressures EMNLP 2023

Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes NIPS 2023

Transforming the Embeddings: A Lightweight Technique for Speech Emotion Recognition Tasks INTERSPEECH 2023

P-vectors: A Parallel-coupled TDNN/Transformer Network for Speaker Verification INTERSPEECH 2023

ECAPA++: Fine-grained Deep Embedding Learning for TDNN Based Speaker Verification INTERSPEECH 2023

Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs EMNLP 2023

SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023

DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM EMNLP 2023

Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words EMNLP 2023

DC-Former: Diverse and Compact Transformer for Person Re-identification AAAI 2023

Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions NIPS 2023

For SALE: State-Action Representation Learning for Deep Reinforcement Learning NIPS 2023

Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings AISTATS 2023

NAPReg: Nouns As Proxies Regularization for Semantically Aware Cross-Modal Embeddings WACV 2023

The Fast Johnson-Lindenstrauss Transform Is Even Faster ICML 2023

Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer NIPS 2023

PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis NIPS 2023

Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning INTERSPEECH 2023

Latent Space Translation via Semantic Alignment NIPS 2023

Using Collostructional Analysis to evaluate BERT’s representation of linguistic constructions ACL 2023

EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning NIPS 2023

InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images WACV 2023

FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations NIPS 2023

Embedding Mental Health Discourse for Community Recommendation ACL 2023

Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images ICCV 2023