1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CV2025
Masked Generative Nested Transformers with Decode Time Scaling
Sahil Goyal, Debapriya Tula, Gagan Jain +3
Recent advances in visual generation have made significant strides in producing content of exceptional quality. However, most methods suffer from a fundamental problem - a bottlene…
cs.LG2024
Improving Generalization via Meta-Learning on Hard Samples
Nishant Jain, Arun S. Suggala, Pradeep Shenoy
Learned reweighting (LRW) approaches to supervised learning use an optimization criterion to assign weights for training instances, in order to maximize performance on a representa…
cs.LG2023★ 1 cited
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings
Nathan Beck, Suraj Kothawade, Pradeep Shenoy +1
Deep neural networks have consistently shown great performance in several real-world use cases like autonomous vehicles, satellite imaging, etc., effectively leveraging large corpo…