9 citations · 11 across the 5 of their papers we have counts for
6 papers
3D Reconstruction of Protein Complex Structures Using Synthesized Multi-View AFM Images
Jaydeep Rade, Soumik Sarkar, Anwesha Sarkar +1
Recent developments in deep learning-based methods demonstrated its potential to predict the 3D protein structures using inputs such as protein sequences, Cryo-Electron microscopy…
Neural PDE Solvers for Irregular Domains
Biswajit Khara, Ethan Herron, Zhanhong Jiang +8
Neural network-based approaches for solving partial differential equations (PDEs) have recently received special attention. However, the large majority of neural PDE solvers only a…
Distributed Online Non-convex Optimization with Composite Regret
Zhanhong Jiang, Aditya Balu, Xian Yeow Lee +3
Regret has been widely adopted as the metric of choice for evaluating the performance of online optimization algorithms for distributed, multi-agent systems. However, data/model va…
MDPGT: Momentum-based Decentralized Policy Gradient Tracking
Zhanhong Jiang, Xian Yeow Lee, Sin Yong Tan +5
We propose a novel policy gradient method for multi-agent reinforcement learning, which leverages two different variance-reduction techniques and does not require large batches ove…
A Bayesian Network approach to County-Level Corn Yield Prediction using historical data and expert knowledge
Vikas Chawla, Hsiang Sing Naik, Adedotun Akintayo +4
Crop yield forecasting is the methodology of predicting crop yields prior to harvest. The availability of accurate yield prediction frameworks have enormous implications from multi…
Occlusion Edge Detection in RGB-D Frames using Deep Convolutional Networks
Soumik Sarkar, Vivek Venugopalan, Kishore Reddy +3
Occlusion edges in images which correspond to range discontinuity in the scene from the point of view of the observer are an important prerequisite for many vision and mobile robot…