4 citations · 8 across the 4 of their papers we have counts for
4 papers
Addressing reward bias in Adversarial Imitation Learning with neutral reward functions
Rohit Jena, Siddharth Agrawal, Katia Sycara
Generative Adversarial Imitation Learning suffers from the fundamental problem of reward bias stemming from the choice of reward functions used in the algorithm. Different types of…
MA 3 : Model Agnostic Adversarial Augmentation for Few Shot learning
Rohit Jena, Shirsendu Sukanta Halder, Katia Sycara
Despite the recent developments in vision-related problems using deep neural networks, there still remains a wide scope in the improvement of generalizing these models to unseen ex…
An approach to image denoising using manifold approximation without clean images
Rohit Jena
Image restoration has been an extensively researched topic in numerous fields. With the advent of deep learning, a lot of the current algorithms were replaced by algorithms that ar…
Out of the Box: A combined approach for handling occlusion in Human Pose Estimation
Rohit Jena
Human Pose estimation is a challenging problem, especially in the case of 3D pose estimation from 2D images due to many different factors like occlusion, depth ambiguities, intertw…