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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo CVPR 2022
Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022
VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix ICML 2022
Identity-Disentangled Adversarial Augmentation for Self-supervised Learning ICML 2022
ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging With Genetics CVPR 2022
EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022
Use All the Labels: A Hierarchical Multi-Label Contrastive Learning Framework CVPR 2022
Optimal Positive Generation via Latent Transformation for Contrastive Learning NIPS 2022
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NIPS 2022
Learning Generalizable Part-based Feature Representation for 3D Point Clouds NIPS 2022
Contrastive Multi-view Hyperbolic Hierarchical Clustering IJCAI 2022
Self-Supervised Visual Representation Learning with Semantic Grouping NIPS 2022
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NIPS 2022
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome NIPS 2022
RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning NIPS 2022
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark NIPS 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning NIPS 2022
MetAug: Contrastive Learning via Meta Feature Augmentation ICML 2022
Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype Contrast IJCAI 2022
SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification IJCAI 2022
Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation IJCAI 2022
Decentralized Unsupervised Learning of Visual Representations IJCAI 2022
Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images IJCAI 2022
Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams IJCAI 2022
Active Contrastive Set Mining for Robust Audio-Visual Instance Discrimination IJCAI 2022