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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

Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022
Optimal Positive Generation via Latent Transformation for Contrastive Learning NIPS 2022
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NIPS 2022
Self-Supervised Fair Representation Learning without Demographics NIPS 2022
Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning ICML 2022
V-SlowFast Network for Efficient Visual Sound Separation WACV 2022
Video Salient Object Detection via Contrastive Features and Attention Modules WACV 2022
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures WACV 2022
How and What To Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition WACV 2022
Learning Generalizable Part-based Feature Representation for 3D Point Clouds NIPS 2022
PALI at SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts NAACL 2022
RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training IJCAI 2022
Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition CVPR 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning ICML 2022
Geometric Multimodal Contrastive Representation Learning ICML 2022
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer ICML 2022
Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) ICML 2022
Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations CVPR 2022
VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix ICML 2022
Identity-Disentangled Adversarial Augmentation for Self-supervised Learning ICML 2022
Decentralized Unsupervised Learning of Visual Representations IJCAI 2022
MetAug: Contrastive Learning via Meta Feature Augmentation ICML 2022
Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams IJCAI 2022