← Learning Types
Machine Learning › Learning Types ›

Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning ICCV 2021
ICE: Inter-Instance Contrastive Encoding for Unsupervised Person Re-Identification ICCV 2021
Vi2CLR: Video and Image for Visual Contrastive Learning of Representation ICCV 2021
Learning From Noisy Data With Robust Representation Learning ICCV 2021
ISD: Self-Supervised Learning by Iterative Similarity Distillation ICCV 2021
Composable Augmentation Encoding for Video Representation Learning ICCV 2021
An Attention Self-Supervised Contrastive Learning Based Three-Stage Model for Hand Shape Feature Representation in Cued Speech INTERSPEECH 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning ACL 2021
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ACL 2021
CLEVE: Contrastive Pre-training for Event Extraction ACL 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization ACL 2021
Improving Factual Consistency of Abstractive Summarization on Customer Feedback ACL 2021
Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection ICCV 2021
Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning ICCV 2021
Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions ICCV 2021
On Compositions of Transformations in Contrastive Self-Supervised Learning ICCV 2021
Improving Contrastive Learning by Visualizing Feature Transformation ICCV 2021
Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration ICCV 2021
LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions ICCV 2021
DetCo: Unsupervised Contrastive Learning for Object Detection ICCV 2021
Effective Fine-Tuning Methods for Cross-lingual Adaptation EMNLP 2021
Self-Guided Contrastive Learning for BERT Sentence Representations ACL 2021
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients ICML 2021
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks EMNLP 2021
Unsupervised Video Representation Learning by Bidirectional Feature Prediction WACV 2021