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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Clover: Towards a Unified Video-Language Alignment and Fusion Model CVPR 2023
Deep Incomplete Multi-View Clustering With Cross-View Partial Sample and Prototype Alignment CVPR 2023
CiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning CVPR 2023
Hyperbolic Image-text Representations ICML 2023
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons ICML 2023
Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation ICML 2023
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis ICML 2023
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models ICML 2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations ICML 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information ICML 2023
On the Stepwise Nature of Self-Supervised Learning ICML 2023
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels ICML 2023
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction ICML 2023
Randomized Schur Complement Views 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
Rethinking Weak Supervision in Helping Contrastive Learning ICML 2023
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation ICML 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation ICML 2023
Contrastive Example-Based Control L4DC 2023
Billy-Batson at SemEval-2023 Task 5: An Information Condensation based System for Clickbait Spoiling SEMEVAL 2023
Paparazzi: A Deep Dive into the Capabilities of Language and Vision Models for Grounding Viewpoint Descriptions EACL 2023
Towards Learning to Imitate from a Single Video Demonstration JMLR 2023
Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification WACV 2023
Multi-View Action Recognition Using Contrastive Learning WACV 2023
Semantic Segmentation in Aerial Imagery Using Multi-Level Contrastive Learning With Local Consistency WACV 2023