16 citations · 30 across the 7 of their papers we have counts for
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cs.LG2019★ 6 cited
Noisy Batch Active Learning with Deterministic Annealing
Gaurav Gupta, Anit Kumar Sahu, Wan-Yi Lin
We study the problem of training machine learning models incrementally with batches of samples annotated with noisy oracles. We select each batch of samples that are important and…
cs.CV2019
DeepBbox: Accelerating Precise Ground Truth Generation for Autonomous Driving Datasets
Govind Rathore, Wan-Yi Lin, Ji Eun Kim
Autonomous driving requires various computer vision algorithms, such as object detection and tracking.Precisely-labeled datasets (i.e., objects are fully contained in bounding boxe…