Workshop

On Data Augmentation and Consistency-based Semi-supervised Relation Extraction
Komal Teru

Poster

Wed 14:00

Data-Efficient Augmentation for Training Neural Networks
Tian Yu Liu · Baharan Mirzasoleiman

Poster

Wed 14:00

A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training
Randall Balestriero · Ishan Misra · Yann LeCun

Poster

Thu 14:00

Efficient and Effective Augmentation Strategy for Adversarial Training
Sravanti Addepalli · Samyak Jain · Venkatesh Babu R

Workshop

Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation
Viraj Prabhu · Shivam Khare · Deeksha Kartik · Judy Hoffman

Workshop

MWP-BERT: A Numeracy-augmented Pre-trained Encoder for Math Word Problems
Zhenwen Liang · Jipeng ZHANG · Lei Wang · Wei QIN · Jie Shao · Xiangliang Zhang

Workshop

Poster

Wed 9:00

Enhancing Safe Exploration Using Safety State Augmentation
Aivar Sootla · Alexander Cowen-Rivers · Jun Wang · Haitham Bou Ammar

Workshop

An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation
Ziquan Liu · Yi Xu · Yuanhong Xu · Qi Qian · Hao Li · Rong Jin · Xiangyang Ji · Antoni Chan

Poster

Tue 14:00

Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever
Jin Chen · Defu Lian · Yucheng Li · Baoyun Wang · Kai Zheng · Enhong Chen

Poster

Tue 9:00

In What Ways Are Deep Neural Networks Invariant and How Should We Measure This?
Henry Kvinge · Tegan Emerson · Grayson Jorgenson · Scott Vasquez · Tim Doster · Jesse Lew

Poster

Thu 14:00

ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models
Chunyuan Li · Haotian Liu · Liunian Li · Pengchuan Zhang · Jyoti Aneja · Jianwei Yang · Ping Jin · Houdong Hu · Zicheng Liu · Yong Jae Lee · Jianfeng Gao