1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Enhancing Instance-Level Image Classification with Set-Level Labels
Renyu Zhang, Aly A. Khan, Yuxin Chen +1
Instance-level image classification tasks have traditionally relied on single-instance labels to train models, e.g., few-shot learning and transfer learning. However, set-level coa…
cs.LG2021★ 1 cited
Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing
Renyu Zhang, Aly A. Khan, Robert L. Grossman +1
Active learning has demonstrated data efficiency in many fields. Existing active learning algorithms, especially in the context of batch-mode deep Bayesian active models, rely heav…