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Workshop
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Using Temporal Similarity in Contrastive Learning for Multi-class Kidney Ultrasound Segmentation
Rohit Singla · Christopher Nguan · Robert Rohling
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Poster
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Wed 16:30
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Teaching an Active Learner with Contrastive Examples
Chaoqi Wang · Adish Singla · Yuxin Chen
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Workshop
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Mon 13:50
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Why We Want Contrastive Learning in Language Models
Danqi Chen
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Tutorial
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Mon 17:00
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Self-Supervised Learning: Self-Prediction and Contrastive Learning
Lilian Weng · Jong Wook Kim
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Poster
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Fri 8:30
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Contrastive Learning of Global and Local Video Representations
shuang ma · Zhaoyang Zeng · Daniel McDuff · Yale Song
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Poster
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Fri 8:30
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Contrastive Learning for Neural Topic Model
Thong Nguyen · Anh Tuan Luu
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Spotlight
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Task-Adaptive Neural Network Search with Meta-Contrastive Learning
Wonyong Jeong · Hayeon Lee · Geon Park · Eunyoung Hyung · Jinheon Baek · Sung Ju Hwang
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Poster
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Thu 0:30
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CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation
Ankit Singh
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Workshop
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Tue 12:35
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Contrastive Learning for PM2.5 Prediction from Satellite Imagery
Ziyang Jiang
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Poster
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Tue 8:30
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ReSSL: Relational Self-Supervised Learning with Weak Augmentation
Mingkai Zheng · Shan You · Fei Wang · Chen Qian · Changshui Zhang · Xiaogang Wang · Chang Xu
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Poster
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Fri 8:30
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On Contrastive Representations of Stochastic Processes
Emile Mathieu · Adam Foster · Yee Teh
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Workshop
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ChestFed: Model-Contrastive Federated Learning for Cardiopulmonary Disease Classification in Chest X-rays using Multiple Datasets
Tianhao Li · Ajay Jaiswal · Justin Rousseau · Ying Ding
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