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Jerret Ross · SciRah

Researcher profile · Semantic Scholar

Jerret Ross

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Jerret Ross — researcher profile on SciRah

h-index: 14
Works: 19
Citations: 3,446

Most-cited papers

Self-Critical Sequence Training for Image Captioning
Steven J. Rennie, E. Marcheret, Youssef Mroueh, Jerret Ross +1 more
2016Computer Vision and Pattern Recognition2,169 citations Open access
Semantic Scholar
Large-scale chemical language representations capture molecular structure and properties
Jerret Ross, Brian M. Belgodere, Vijil Chenthamarakshan, Inkit Padhi +2 more
2021Nature Machine Intelligence730 citations Open access
Semantic Scholar
Tabular Transformers for Modeling Multivariate Time Series
Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti +5 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing143 citations Open access
Semantic Scholar
Decentralized Parallel Algorithm for Training Generative Adversarial Nets
Mingrui Liu, Youssef Mroueh, Wei Zhang, Xiao-Dong Cui +3 more
2019arXiv.org83 citations
Semantic Scholar
Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets
Mingrui Liu, Youssef Mroueh, Jerret Ross, Wei Zhang +3 more
2019International Conference on Learning Representations70 citations
Semantic Scholar
Adversarial Semantic Alignment for Improved Image Captions
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross +1 more
2018Computer Vision and Pattern Recognition46 citations Open access
Semantic Scholar
Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training
Youssef Mroueh, Nicolas Dupuis, Brian M. Belgodere, Apoorva Nitsure +5 more
2025arXiv.org41 citations
Semantic Scholar
GP-MoLFormer: A Foundation Model For Molecular Generation
Jerret Ross, Brian M. Belgodere, Samuel C. Hoffman, Vijil Chenthamarakshan +3 more
2024Digital Discovery33 citations
Semantic Scholar
Distributional Preference Alignment of LLMs via Optimal Transport
Igor Melnyk, Youssef Mroueh, Brian M. Belgodere, Mattia Rigotti +5 more
2024Neural Information Processing Systems33 citations
Semantic Scholar
Wasserstein Barycenter Model Ensembling
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross +2 more
2019International Conference on Learning Representations28 citations
Semantic Scholar
Auditing and Generating Synthetic Data With Controllable Trust Trade-Offs
Brian M. Belgodere, Pierre L. Dognin, A. Ivankay, Igor Melnyk +10 more
2023IEEE Journal on Emerging and Selected Topics in Circuits and Systems23 citations Open access
Semantic Scholar
Molformer: Large Scale Chemical Language Representations Capture Molecular Structure and Properties
Jerret Ross, Brian M. Belgodere, Vijil Chenthamarakshan, Inkit Padhi +2 more
202217 citations
Semantic Scholar
Fast Mixing of Multi-Scale Langevin Dynamics under the Manifold Hypothesis
A. Block, Youssef Mroueh, A. Rakhlin, Jerret Ross
2020arXiv.org17 citations
Semantic Scholar
Improved Image Captioning with Adversarial Semantic Alignment
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross +1 more
2018arXiv.org15 citations
Semantic Scholar
Do Large Scale Molecular Language Representations Capture Important Structural Information?
Jerret Ross, Brian M. Belgodere, Vijil Chenthamarakshan, Inkit Padhi +2 more
2021arXiv.org14 citations
Semantic Scholar
Improved Adversarial Image Captioning
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross +1 more
2019DGS@ICLR2 citations
Semantic Scholar
Statistical Emulator for Expensive Classification Simulators
Jerret Ross, J. Samareh
20161 citations
Semantic Scholar
Learning to Optimize Molecules with a Chemical Language Model
Jerret Ross, Samuel C. Hoffman, Brian Belgodere, Vijil Chenthamarakshan +2 more
1 citations
Semantic Scholar
Property-driven localization and characterization in deep molecular representations
C. Cintas, Payel Das, Jerret Ross, Brian Belgodere +4 more
2025Scientific Reports0 citations Open access
Semantic Scholar

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