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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Alleviating Over-smoothing for Unsupervised Sentence Representation ACL 2023
RLEG: Vision-Language Representation Learning with Diffusion-based Embedding Generation ICML 2023
WACO: Word-Aligned Contrastive Learning for Speech Translation ACL 2023
Text Style Transfer with Contrastive Transfer Pattern Mining ACL 2023
Patch-level Contrastive Learning via Positional Query for Visual Pre-training ICML 2023
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction ICML 2023
On the Generalization of Multi-modal Contrastive Learning ICML 2023
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023
CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ACL 2023
Towards Robust Ranker for Text Retrieval ACL 2023
RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023
SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning ICML 2023
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning ICML 2023
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation AAAI 2023
Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization ICML 2023
MCL: Multi-Granularity Contrastive Learning Framework for Chinese NER AAAI 2023
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels ICML 2023
Improving Multi-Stage Long Document Summarization with Enhanced Coarse Summarizer EMNLP 2023
POEM: Polarization of Embeddings for Domain-Invariant Representations AAAI 2023
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization ICML 2023
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary AAAI 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining ICML 2023
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery EMNLP 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information ICML 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation ICML 2023