1 citations · 2 across the 3 of their papers we have counts for
4 papers
Consistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions
Chanakya Ekbote, Moksh Jain, Payel Das +1
Generative Flow Networks (GFlowNets) have demonstrated significant performance improvements for generating diverse discrete objects given a reward function , indicating t…
Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial Peptides Generation and Selection
Bonaventure F. P. Dossou, Dianbo Liu, Xu Ji +5
As antibiotic-resistant bacterial strains are rapidly spreading worldwide, infections caused by these strains are emerging as a global crisis causing the death of millions of peopl…
DROCC: Deep Robust One-Class Classification
Sachin Goyal, Aditi Raghunathan, Moksh Jain +2
Classical approaches for one-class problems such as one-class SVM and isolation forest require careful feature engineering when applied to structured domains like images. State-of-…
Proximal Policy Optimization for Improved Convergence in IRGAN
Moksh Jain, Sowmya Kamath S
IRGAN is an information retrieval (IR) modeling approach that uses a theoretical minimax game between a generative and a discriminative model to iteratively optimize both of them,…