conftrace_
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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

Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning AAAI 2022
Contrastive Spatio-Temporal Pretext Learning for Self-Supervised Video Representation AAAI 2022
TiGAN: Text-Based Interactive Image Generation and Manipulation AAAI 2022
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances COLING 2022
Hierarchical Image Generation via Transformer-Based Sequential Patch Selection AAAI 2022
SLIC: Self-Supervised Learning With Iterative Clustering for Human Action Videos CVPR 2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training NIPS 2022
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency NIPS 2022
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning NIPS 2022
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts NIPS 2022
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations NIPS 2022
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022
Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations ACL 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022
Exploring Set Similarity for Dense Self-Supervised Representation Learning CVPR 2022
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning NIPS 2022
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NIPS 2022
PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations IJCAI 2022
Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022
Sound and Visual Representation Learning With Multiple Pretraining Tasks CVPR 2022
Self-supervised Learning and Adaptation for Single Image Dehazing IJCAI 2022
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction EMNLP 2022
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing EMNLP 2022
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NIPS 2022
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding NIPS 2022