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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

Exploring Simple Siamese Representation Learning CVPR 2021
Exploring Heterogeneous Clues for Weakly-Supervised Audio-Visual Video Parsing CVPR 2021
Contrastive Embedding for Generalized Zero-Shot Learning CVPR 2021
Learning Cross-Modal Contrastive Features for Video Domain Adaptation ICCV 2021
Divide and Contrast: Self-Supervised Learning From Uncurated Data ICCV 2021
C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing ICCV 2021
COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation ICCV 2021
Weakly Supervised Person Search With Region Siamese Networks ICCV 2021
Bootstrapped Unsupervised Sentence Representation Learning ACL 2021
Efficient Visual Pretraining With Contrastive Detection ICCV 2021
Time-Equivariant Contrastive Video Representation Learning ICCV 2021
Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization EMNLP 2021
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases EMNLP 2021
Contrastive learning, multi-view redundancy, and linear models ALT 2021
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks EMNLP 2021
Effective Fine-Tuning Methods for Cross-lingual Adaptation EMNLP 2021
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021
Fine-grained Factual Consistency Assessment for Abstractive Summarization Models EMNLP 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization IJCNLP 2021
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers IJCNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models CONLL 2021
Exploring Non-Autoregressive Text Style Transfer EMNLP 2021
Mean Shift for Self-Supervised Learning ICCV 2021
Learning with Instance Bundles for Reading Comprehension EMNLP 2021
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning AAAI 2021