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embedding learning

609 papers

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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

UoR-NCL at SemEval-2023 Task 1: Learning Word-Sense and Image Embeddings for Word Sense Disambiguation SEMEVAL 2023
Gallery Filter Network for Person Search WACV 2023
RLEG: Vision-Language Representation Learning with Diffusion-based Embedding Generation ICML 2023
On the Stepwise Nature of Self-Supervised Learning ICML 2023
An Embedding-Dynamic Approach to Self-Supervised Learning WACV 2023
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023
Learning Attribute and Class-Specific Representation Duet for Fine-Grained Fashion Analysis CVPR 2023
Asymmetric Feature Fusion for Image Retrieval CVPR 2023
Recognizability Embedding Enhancement for Very Low-Resolution Face Recognition and Quality Estimation CVPR 2023
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations NIPS 2023
Best of Both Worlds: Multimodal Contrastive Learning With Tabular and Imaging Data CVPR 2023
Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval CVPR 2023
Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs AAAI 2023
For SALE: State-Action Representation Learning for Deep Reinforcement Learning NIPS 2023
On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data AISTATS 2023
Connecting Multi-modal Contrastive Representations NIPS 2023
Feature Staleness Aware Incremental Learning for CTR Prediction IJCAI 2023
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis NIPS 2023
DC-Former: Diverse and Compact Transformer for Person Re-identification AAAI 2023
The Fast Johnson-Lindenstrauss Transform Is Even Faster ICML 2023
LTRC at SemEval-2023 Task 6: Experiments with Ensemble Embeddings SEMEVAL 2023
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions NIPS 2023
Learning To Detect 3D Lanes by Shape Matching and Embedding WACV 2023
SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023