140 citations · 382 across the 16 of their papers we have counts for
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cs.CV2020★ 3 cited
ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors
Rohun Tripathi, Vasu Singla, Mahyar Najibi +3
The widely adopted sequential variant of Non Maximum Suppression (or Greedy-NMS) is a crucial module for object-detection pipelines. Unfortunately, for the region proposal stage of…
cs.LG2020★ 4 cited
RSO: A Gradient Free Sampling Based Approach For Training Deep Neural Networks
Rohun Tripathi, Bharat Singh
We propose RSO (random search optimization), a gradient free Markov Chain Monte Carlo search based approach for training deep neural networks. To this end, RSO adds a perturbation…