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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

CPL: Counterfactual Prompt Learning for Vision and Language Models EMNLP 2022
M5Product: Self-Harmonized Contrastive Learning for E-Commercial Multi-Modal Pretraining CVPR 2022
On the Importance of Asymmetry for Siamese Representation Learning CVPR 2022
PointCLIP: Point Cloud Understanding by CLIP CVPR 2022
Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding AAAI 2022
Cross-Domain Few-Shot Graph Classification AAAI 2022
CAT-Det: Contrastively Augmented Transformer for Multi-Modal 3D Object Detection CVPR 2022
Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models EMNLP 2022
Self-Supervised Object Detection From Audio-Visual Correspondence CVPR 2022
Use All the Labels: A Hierarchical Multi-Label Contrastive Learning Framework CVPR 2022
EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022
ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging With Genetics CVPR 2022
Contrastive Learning for Space-Time Correspondence via Self-Cycle Consistency CVPR 2022
Approximate Bayesian Computation via Classification JMLR 2022
Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer CVPR 2022
An Empirical Study on Disentanglement of Negative-free Contrastive Learning NIPS 2022
Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs NIPS 2022
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NIPS 2022
Representation Learning for Maximization of MI, Nonlinear ICA and Nonlinear Subspaces with Robust Density Ratio Estimation JMLR 2022
Semi-Supervised Video Paragraph Grounding With Contrastive Encoder CVPR 2022
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation CVPR 2022
Unified Contrastive Learning in Image-Text-Label Space CVPR 2022
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP NIPS 2022
MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning IJCAI 2022
Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022