RobustFill: Neural Program Learning under Noisy I/O. - Jacob Devlin; Jonathan Uesato; Surya Bhupatiraju; Rishabh Singh; Abdel-rahman Mohamed; Pushmeet Kohli (ICML, 2017)

Deep API Programmer: Learning to Program with APIs. - Surya Bhupatiraju; Rishabh Singh; Abdel-rahman Mohamed; Pushmeet Kohli (CoRR, 2017)

The Mirage of Action-Dependent Baselines in Reinforcement Learning. - George Tucker; Surya Bhupatiraju; Shixiang Gu; Richard E. Turner; Zoubin Ghahramani; Sergey Levine (ICML, 2018)

Towards Mixed Optimization for Reinforcement Learning with Program Synthesis. - Surya Bhupatiraju; Kumar Krishna Agrawal; Rishabh Singh (CoRR, 2018)

Skill Rating for Generative Models. - Catherine Olsson; Surya Bhupatiraju; Tom B. Brown; Augustus Odena; Ian J. Goodfellow (CoRR, 2018)

Model AI Assignments 2019. - Todd W. Neller; Raja Sooriamurthi; Michael Guerzhoy; Lisa Zhang; Paul G. Talaga; Christopher Archibald; Adam Summerville; Joseph C. Osborn; Cinjon Resnick; Avital Oliver; Surya Bhupatiraju; Kumar Krishna Agrawal; et al. (AAAI, 2019)

Model AI Assignments 2020. - Todd W. Neller; Stephen Keeley; Michael Guerzhoy; Wolfgang Hönig; Jiaoyang Li 001; Sven Koenig; Ameet Soni; Krista Thomason; Lisa Zhang; Bibin Sebastian; Cinjon Resnick; Avital Oliver; et al. (AAAI, 2020)

Gemma: Open Models Based on Gemini Research and Technology. - Thomas Mesnard; Cassidy Hardin; Robert Dadashi; Surya Bhupatiraju; Shreya Pathak; Laurent Sifre; Morgane Rivière; Mihir Sanjay Kale; Juliette Love; Pouya Tafti; Léonard Hussenot; Aakanksha Chowdhery; et al. (CoRR, 2024)

RecurrentGemma: Moving Past Transformers for Efficient Open Language Models. - Aleksandar Botev; Soham De; Samuel L. Smith; Anushan Fernando; George-Cristian Muraru; Ruba Haroun; Leonard Berrada; Razvan Pascanu; Pier Giuseppe Sessa; Robert Dadashi; Léonard Hussenot; Johan Ferret; et al. (CoRR, 2024)

Gemma 2: Improving Open Language Models at a Practical Size. - Morgane Rivière; Shreya Pathak; Pier Giuseppe Sessa; Cassidy Hardin; Surya Bhupatiraju; Léonard Hussenot; Thomas Mesnard; Bobak Shahriari; Alexandre Ramé; Johan Ferret; Peter Liu; Pouya Tafti; et al. (CoRR, 2024)

Gemma 3 Technical Report. - Aishwarya Kamath; Johan Ferret; Shreya Pathak; Nino Vieillard; Ramona Merhej; Sarah Perrin; Tatiana Matejovicova; Alexandre Ramé; Morgane Rivière; Louis Rouillard; Thomas Mesnard; Geoffrey Cideron; et al. (CoRR, 2025)

Encoder-Decoder Gemma: Improving the Quality-Efficiency Trade-Off via Adaptation. - Biao Zhang; Fedor Moiseev; Joshua Ainslie; Paul Suganthan; Min Ma; Surya Bhupatiraju; Federico Lebrón; Orhan Firat; Armand Joulin; Zhe Dong (CoRR, 2025)