Workshop

Using Temporal Similarity in Contrastive Learning for Multi-class Kidney Ultrasound Segmentation
Rohit Singla · Christopher Nguan · Robert Rohling

Tutorial

Mon 17:00

Self-Supervised Learning: Self-Prediction and Contrastive Learning
Lilian Weng · Jong Wook Kim

Workshop

Mon 13:50

Why We Want Contrastive Learning in Language Models
Danqi Chen

Poster

Wed 16:30

Teaching an Active Learner with Contrastive Examples
Chaoqi Wang · Adish Singla · Yuxin Chen

Poster

Fri 8:30

Contrastive Learning for Neural Topic Model
Thong Nguyen · Anh Tuan Luu

Poster

Fri 8:30

Contrastive Learning of Global and Local Video Representations
shuang ma · Zhaoyang Zeng · Daniel McDuff · Yale Song

Spotlight

Task-Adaptive Neural Network Search with Meta-Contrastive Learning
Wonyong Jeong · Hayeon Lee · Geon Park · Eunyoung Hyung · Jinheon Baek · Sung Ju Hwang

Poster

Thu 0:30

CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation
Ankit Singh

Poster

Tue 8:30

ReSSL: Relational Self-Supervised Learning with Weak Augmentation
Mingkai Zheng · Shan You · Fei Wang · Chen Qian · Changshui Zhang · Xiaogang Wang · Chang Xu

Workshop

Tue 12:35

Contrastive Learning for PM2.5 Prediction from Satellite Imagery
Ziyang Jiang

Poster

Fri 8:30

On Contrastive Representations of Stochastic Processes
Emile Mathieu · Adam Foster · Yee Teh

Workshop

ChestFed: Model-Contrastive Federated Learning for Cardiopulmonary Disease Classification in Chest X-rays using Multiple Datasets
Tianhao Li · Ajay Jaiswal · Justin Rousseau · Ying Ding