Self-Critical Sequence Training for Image Captioning. - Steven J. Rennie; Etienne Marcheret; Youssef Mroueh; Jerret Ross; Vaibhava Goel (CVPR, 2017)

Improved Image Captioning with Adversarial Semantic Alignment. - Pierre L. Dognin; Igor Melnyk; Youssef Mroueh; Jerret Ross; Tom Sercu (CoRR, 2018)

Adversarial Semantic Alignment for Improved Image Captions. - Pierre L. Dognin; Igor Melnyk; Youssef Mroueh; Jerret Ross; Tom Sercu (CVPR, 2019)

Improved Adversarial Image Captioning. - Pierre L. Dognin; Igor Melnyk; Youssef Mroueh; Jerret Ross; Tom Sercu (DGS@ICLR, 2019)

Wasserstein Barycenter Model Ensembling. - Pierre L. Dognin; Igor Melnyk; Youssef Mroueh; Jerret Ross; Cícero Nogueira dos Santos; Tom Sercu (ICLR (Poster), 2019)

Decentralized Parallel Algorithm for Training Generative Adversarial Nets. - Mingrui Liu; Youssef Mroueh; Wei Zhang 022; Xiaodong Cui; Jerret Ross; Tianbao Yang; Payel Das (CoRR, 2019)

Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets. - Mingrui Liu; Youssef Mroueh; Jerret Ross; Wei Zhang 022; Xiaodong Cui; Payel Das; Tianbao Yang (ICLR, 2020)

Fast Mixing of Multi-Scale Langevin Dynamics under the Manifold Hypothesis. - Adam Block; Youssef Mroueh; Alexander Rakhlin; Jerret Ross (CoRR, 2020)

Tabular Transformers for Modeling Multivariate Time Series. - Inkit Padhi; Yair Schiff; Igor Melnyk; Mattia Rigotti; Youssef Mroueh; Pierre L. Dognin; Jerret Ross; Ravi Nair; Erik R. Altman (ICASSP, 2021)

Do Large Scale Molecular Language Representations Capture Important Structural Information? - Jerret Ross; Brian Belgodere; Vijil Chenthamarakshan; Inkit Padhi; Youssef Mroueh; Payel Das (CoRR, 2021)

Large-scale chemical language representations capture molecular structure and properties. - Jerret Ross; Brian Belgodere; Vijil Chenthamarakshan; Inkit Padhi; Youssef Mroueh; Payel Das (Nat. Mac. Intell., 2022)

Risk Assessment and Statistical Significance in the Age of Foundation Models. - Apoorva Nitsure; Youssef Mroueh; Mattia Rigotti; Kristjan H. Greenewald; Brian Belgodere; Mikhail Yurochkin; Jirí Navrátil 001; Igor Melnyk; Jerret Ross (CoRR, 2023)

GP-MoLFormer: A Foundation Model For Molecular Generation. - Jerret Ross; Brian Belgodere; Samuel C. Hoffman; Vijil Chenthamarakshan; Youssef Mroueh; Payel Das (CoRR, 2024)

Distributional Preference Alignment of LLMs via Optimal Transport. - Igor Melnyk; Youssef Mroueh; Brian Belgodere; Mattia Rigotti; Apoorva Nitsure; Mikhail Yurochkin; Kristjan H. Greenewald; Jirí Navrátil 001; Jerret Ross (CoRR, 2024)

Auditing and Generating Synthetic Data With Controllable Trust Trade-Offs. - Brian Belgodere; Pierre L. Dognin; Adam Ivankay; Igor Melnyk; Youssef Mroueh; Aleksandra Mojsilovic; Jirí Navrátil 001; Apoorva Nitsure; Inkit Padhi; Mattia Rigotti; Jerret Ross; Yair Schiff; et al. (IEEE J. Emerg. Sel. Topics Circuits Syst., 2024)

Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training. - Youssef Mroueh; Nicolas Dupuis; Brian Belgodere; Apoorva Nitsure; Mattia Rigotti; Kristjan H. Greenewald; Jirí Navrátil 001; Jerret Ross; Jesus Rios (CoRR, 2025)