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Contrastive Learning

1,494 papers

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Papers

Randomized Schur Complement Views for Graph Contrastive Learning ICML 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries ICML 2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations ICML 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation ICML 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information ICML 2023
Improving Adversarial Robustness Through the Contrastive-Guided Diffusion Process ICML 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining ICML 2023
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization ICML 2023
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels ICML 2023
Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization ICML 2023
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning ICML 2023
SEGA: Structural Entropy Guided Anchor View for Graph 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
On the Generalization of Multi-modal Contrastive Learning ICML 2023
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction ICML 2023
Patch-level Contrastive Learning via Positional Query for Visual Pre-training ICML 2023
RLEG: Vision-Language Representation Learning with Diffusion-based Embedding Generation ICML 2023
Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition INTERSPEECH 2023
Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion INTERSPEECH 2023
Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models INTERSPEECH 2023
Audio Retrieval with WavText5K and CLAP Training INTERSPEECH 2023
TridentSE: Guiding Speech Enhancement with 32 Global Tokens INTERSPEECH 2023
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds INTERSPEECH 2023
An Analysis of Robustness of Non-Lipschitz Networks JMLR 2023
MarsEclipse at SemEval-2023 Task 3: Multi-lingual and Multi-label Framing Detection with Contrastive Learning SEMEVAL 2023