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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models CVPR 2023
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data ACL 2023
You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement CVPR 2023
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations ACL 2023
MoLo: Motion-Augmented Long-Short Contrastive Learning for Few-Shot Action Recognition CVPR 2023
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning ACL 2023
SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023
Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences AAAI 2023
CMNet: Contrastive Magnification Network for Micro-Expression Recognition AAAI 2023
Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network AAAI 2023
PAED: Zero-Shot Persona Attribute Extraction in Dialogues ACL 2023
Neighbor Contrastive Learning on Learnable Graph Augmentation AAAI 2023
The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers ACL 2023
Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning ACL 2023
ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis ACL 2023
Text Style Transfer with Contrastive Transfer Pattern Mining ACL 2023
Contrastive Learning with Adversarial Examples for Alleviating Pathology of Language Model ACL 2023
CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ACL 2023
Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation ICCV 2023
ContraCLM: Contrastive Learning For Causal Language Model ACL 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery ACL 2023
Contrastive Error Attribution for Finetuned Language Models ACL 2023
Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models ACL 2023
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity AAAI 2023
Alleviating Over-smoothing for Unsupervised Sentence Representation ACL 2023