Contrastive Learning

Divide and Contrast: Self-Supervised Learning From Uncurated Data ICCV 2021 Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) AAAI 2021 Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval IJCAI 2021 Driver Anomaly Detection: A Dataset and Contrastive Learning Approach WACV 2021 Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021 Dynamic Popularity-Aware Contrastive Learning for Recommendation ACML 2021 Effective Abstract Reasoning with Dual-Contrast Network ICLR 2021 Effective Fine-Tuning Methods for Cross-lingual Adaptation EMNLP 2021 Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning EMNLP 2021 Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction EMNLP 2021 Embedding Transfer With Label Relaxation for Improved Metric Learning CVPR 2021 Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021 Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract) AAAI 2021 Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion AAAI 2021 ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021 Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021 Exploring Balanced Feature Spaces for Representation Learning ICLR 2021 Exploring Cross-Image Pixel Contrast for Semantic Segmentation ICCV 2021 Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts CVPR 2021 Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection ICCV 2021 Exploring Heterogeneous Clues for Weakly-Supervised Audio-Visual Video Parsing CVPR 2021 Exploring Non-Autoregressive Text Style Transfer EMNLP 2021 Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation ICCV 2021 Exploring Simple Siamese Representation Learning CVPR 2021 Exploring Task Difficulty for Few-Shot Relation Extraction EMNLP 2021