1 citations · 2 across the 4 of their papers we have counts for
4 papers
Reinforced Compressive Neural Architecture Search for Versatile Adversarial Robustness
Dingrong Wang, Hitesh Sapkota, Zhiqiang Tao +1
Prior neural architecture search (NAS) for adversarial robustness works have discovered that a lightweight and adversarially robust neural network architecture could exist in a non…
Balancing Bias and Variance for Active Weakly Supervised Learning
Hitesh Sapkota, Qi Yu
As a widely used weakly supervised learning scheme, modern multiple instance learning (MIL) models achieve competitive performance at the bag level. However, instance-level predict…
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection
Hitesh Sapkota, Qi Yu
Multiple-instance learning (MIL) provides an effective way to tackle the video anomaly detection problem by modeling it as a weakly supervised problem as the labels are usually onl…
Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval
Dingrong Wang, Hitesh Sapkota, Xumin Liu +1
Fine-Grained Sketch-Based Image Retrieval (FG-SBIR) aims at finding a specific image from a large gallery given a query sketch. Despite the widespread applicability of FG-SBIR in m…