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Contrastive Learning

3,535 papers

Papers per year

Papers

NoRefER: a Referenceless Quality Metric for Automatic Speech Recognition via Semi-Supervised Language Model Fine-Tuning with Contrastive Learning INTERSPEECH 2023
Exploration of Contrastive Learning Strategies toward more Robust Stance Detection ACL 2023
Are These the Same Apple? Comparing Images Based on Object Intrinsics NIPS 2023
RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels ICCV 2023
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023
SimCKP: Simple Contrastive Learning of Keyphrase Representations EMNLP 2023
Massively Multilingual Lexical Specialization of Multilingual Transformers ACL 2023
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023
CL-MVSNet: Unsupervised Multi-View Stereo with Dual-Level Contrastive Learning ICCV 2023
Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation AAAI 2023
CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning ACL 2023
Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation ICML 2023
Mitigating Negative Style Transfer in Hybrid Dialogue System AAAI 2023
Multimedia Generative Script Learning for Task Planning ACL 2023
Label Aware Speech Representation Learning For Language Identification INTERSPEECH 2023
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification EMNLP 2023
Social Relation Reasoning Based on Triangular Constraints AAAI 2023
Spectral Augmentations for Graph Contrastive Learning AISTATS 2023
Query-as-context Pre-training for Dense Passage Retrieval EMNLP 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023
3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation AAAI 2023
Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models ACL 2023
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization ICML 2023
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ACL 2023
Contrastive Pre-training for Personalized Expert Finding EMNLP 2023