BSGAL: Gradient-Based Screening for Long-Tailed Perception Tasks

Table of Links Abstract and 1 Introduction Related work 2.1. Generative Data Augmentation 2.2. Active Learning and Data Analysis Preliminary Our method 4.1. Estimation of Contribution in the Ideal Scenario 4.2. Batched Streaming Generative Active Learning Experiments and 5.1. Offline Setting 5.2. Online Setting Conclusion, Broader Impact, and References A. Implementation Details B. More ablations … Read more