Sumanth Dathathri

29 papers A* 6C 2Misc 1Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Watermarking Needs Input Repetition Masking.
CoRR
David Khachaturov, Robert Mullins, Ilia Shumailov, Sumanth Dathathri
2024 J jnl
Scalable watermarking for identifying large language model outputs.
Nat.
Sumanth Dathathri, Abigail See, Sumedh Ghaisas, Po-Sen Huang, Rob McAdam, Johannes Welbl, Vandana Bachani, Alex Kaskasoli, Robert Stanforth, Tatiana Matejovicova, Jamie Hayes, Nidhi Vyas, Majd Al Merey, Jonah Brown-Cohen, Rudy Bunel, Borja Balle, A. Taylan Cemgil, Zahra Ahmed, Kitty Stacpoole, Ilia Shumailov, Ciprian Baetu, Sven Gowal, Demis Hassabis, Pushmeet Kohli
2023 J jnl
Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation.
CoRR
Ryutaro Tanno, David G. T. Barrett, Andrew Sellergren, Sumedh Ghaisas, Sumanth Dathathri, Abigail See, Johannes Welbl, Karan Singhal, Shekoofeh Azizi, Tao Tu, Mike Schaekermann, Rhys May, Roy Lee, SiWai Man, Zahra Ahmed, S. Sara Mahdavi, Danielle Belgrave, Vivek Natarajan, Shravya Shetty, Pushmeet Kohli, Po-Sen Huang, Alan Karthikesalingam, Ira Ktena
2022 A* conf
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models.
NeurIPS
Maribeth Rauh, John Mellor, Jonathan Uesato, Po-Sen Huang, Johannes Welbl, Laura Weidinger, Sumanth Dathathri, Amelia Glaese, Geoffrey Irving, Iason Gabriel, William Isaac, Lisa Anne Hendricks
2022 J jnl
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models.
CoRR
Maribeth Rauh, John Mellor, Jonathan Uesato, Po-Sen Huang, Johannes Welbl, Laura Weidinger, Sumanth Dathathri, Amelia Glaese, Geoffrey Irving, Iason Gabriel, William Isaac, Lisa Anne Hendricks
2022 J jnl
Improving alignment of dialogue agents via targeted human judgements.
CoRR
Amelia Glaese, Nat McAleese, Maja Trebacz, John Aslanides, Vlad Firoiu, Timo Ewalds, Maribeth Rauh, Laura Weidinger, Martin J. Chadwick, Phoebe Thacker, Lucy Campbell-Gillingham, Jonathan Uesato, Po-Sen Huang, Ramona Comanescu, Fan Yang, Abigail See, Sumanth Dathathri, Rory Greig, Charlie Chen, Doug Fritz, Jaume Sanchez Elias, Richard Green, Sona Mokrá, Nicholas Fernando, Boxi Wu, Rachel Foley, Susannah Young, Iason Gabriel, William Isaac, John Mellor, Demis Hassabis, Koray Kavukcuoglu, Lisa Anne Hendricks, Geoffrey Irving
2021 — conf
Challenges in Detoxifying Language Models.
EMNLP (Findings)
Johannes Welbl, Amelia Glaese, Jonathan Uesato, Sumanth Dathathri, John Mellor, Lisa Anne Hendricks, Kirsty Anderson, Pushmeet Kohli, Ben Coppin, Po-Sen Huang
2021 J jnl
Challenges in Detoxifying Language Models.
CoRR
Johannes Welbl, Amelia Glaese, Jonathan Uesato, Sumanth Dathathri, John Mellor, Lisa Anne Hendricks, Kirsty Anderson, Pushmeet Kohli, Ben Coppin, Po-Sen Huang
2021 A* conf
Make Sure You're Unsure: A Framework for Verifying Probabilistic Specifications.
NeurIPS
Leonard Berrada, Sumanth Dathathri, Krishnamurthy Dvijotham, Robert Stanforth, Rudy Bunel, Jonathan Uesato, Sven Gowal, M. Pawan Kumar
2021 J jnl
Scaling Language Models: Methods, Analysis & Insights from Training Gopher.
CoRR
Jack W. Rae, Sebastian Borgeaud, Trevor Cai, Katie Millican, Jordan Hoffmann, H. Francis Song, John Aslanides, Sarah Henderson, Roman Ring, Susannah Young, Eliza Rutherford, Tom Hennigan, Jacob Menick, Albin Cassirer, Richard Powell, George van den Driessche, Lisa Anne Hendricks, Maribeth Rauh, Po-Sen Huang, Amelia Glaese, Johannes Welbl, Sumanth Dathathri, Saffron Huang, Jonathan Uesato, John Mellor, Irina Higgins, Antonia Creswell, Nat McAleese, Amy Wu, Erich Elsen, Siddhant M. Jayakumar, Elena Buchatskaya, David Budden, Esme Sutherland, Karen Simonyan, Michela Paganini, Laurent Sifre, Lena Martens, Xiang Lorraine Li, Adhiguna Kuncoro, Aida Nematzadeh, Elena Gribovskaya, Domenic Donato, Angeliki Lazaridou, Arthur Mensch, Jean-Baptiste Lespiau, Maria Tsimpoukelli, Nikolai Grigorev, Doug Fritz, Thibault Sottiaux, Mantas Pajarskas, Toby Pohlen, Zhitao Gong, Daniel Toyama, Cyprien de Masson d'Autume, Yujia Li, Tayfun Terzi, Vladimir Mikulik, Igor Babuschkin, Aidan Clark, Diego de Las Casas, Aurelia Guy, Chris Jones, James Bradbury, Matthew J. Johnson, Blake A. Hechtman, Laura Weidinger, Iason Gabriel, William Isaac, Edward Lockhart, Simon Osindero, Laura Rimell, Chris Dyer, Oriol Vinyals, Kareem Ayoub, Jeff Stanway, Lorrayne Bennett, Demis Hassabis, Koray Kavukcuoglu, Geoffrey Irving
2021 J jnl
Verifying Probabilistic Specifications with Functional Lagrangians.
CoRR
Leonard Berrada, Sumanth Dathathri, Krishnamurthy Dvijotham, Robert Stanforth, Rudy Bunel, Jonathan Uesato, Sven Gowal, M. Pawan Kumar
2020 J jnl
Counter-example Guided Learning of Bounds on Environment Behavior.
CoRR
Yuxiao Chen, Sumanth Dathathri, Tung Phan-Minh, Richard M. Murray
2020 A* conf
Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming.
NeurIPS
Sumanth Dathathri, Krishnamurthy Dvijotham, Alexey Kurakin, Aditi Raghunathan, Jonathan Uesato, Rudy Bunel, Shreya Shankar, Jacob Steinhardt, Ian J. Goodfellow, Percy Liang, Pushmeet Kohli
2020 J jnl
Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming.
CoRR
Sumanth Dathathri, Krishnamurthy Dvijotham, Alexey Kurakin, Aditi Raghunathan, Jonathan Uesato, Rudy Bunel, Shreya Shankar, Jacob Steinhardt, Ian J. Goodfellow, Percy Liang, Pushmeet Kohli
2020 A* conf
Plug and Play Language Models: A Simple Approach to Controlled Text Generation.
ICLR
Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu
2020 — conf
Plug-and-Play Conversational Models.
EMNLP (Findings)
Andrea Madotto, Etsuko Ishii, Zhaojiang Lin, Sumanth Dathathri, Pascale Fung
2020 J jnl
Plug-and-Play Conversational Models.
CoRR
Andrea Madotto, Etsuko Ishii, Zhaojiang Lin, Sumanth Dathathri, Pascale Fung
2020 J jnl
Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification.
CoRR
Daniel J. Mankowitz, Dan A. Calian, Rae Jeong, Cosmin Paduraru, Nicolas Heess, Sumanth Dathathri, Martin A. Riedmiller, Timothy A. Mann
2019 Misc conf
Counter-example Guided Learning of Bounds on Environment Behavior.
CoRL
Yuxiao Chen, Sumanth Dathathri, Tung Phan-Minh, Richard M. Murray
2019 A* conf
Inverse Abstraction of Neural Networks Using Symbolic Interpolation.
AAAI
Sumanth Dathathri, Sicun Gao, Richard M. Murray
2019 J jnl
Plug and Play Language Models: A Simple Approach to Controlled Text Generation.
CoRR
Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu
2018 J jnl
Detecting Adversarial Examples via Neural Fingerprinting.
CoRR
Sumanth Dathathri, Stephan Zheng, Richard M. Murray, Yisong Yue
2017 J jnl
Decomposing GR(1) Games with Singleton Liveness Guarantees for Efficient Synthesis.
CoRR
Sumanth Dathathri, Richard M. Murray
2017 — conf
Decomposing GR(1) games with singleton liveness guarantees for efficient synthesis.
CDC
Sumanth Dathathri, Richard M. Murray
2017 — conf
Enhancing tolerance to unexpected jumps in GR(1) games.
ICCPS
Sumanth Dathathri, Scott C. Livingston, Richard M. Murray
2017 A* conf
Learning-Based Abstractions for Nonlinear Constraint Solving.
IJCAI
Sumanth Dathathri, Nikos Aréchiga, Sicun Gao, Richard M. Murray
2017 — conf
Osiris: A Tool for Abstraction and Verification of Control Software with Lookup Tables.
SCAV@CPSWeek
Nikos Aréchiga, Sumanth Dathathri, Shashank Vernekar, Nagesh Kathare, Sicun Gao, Shinichi Shiraishi
2017 C conf
Parallelizing Synthesis from Temporal Logic Specifications by Identifying Equicontrollable States.
ISRR
Sumanth Dathathri, Ioannis Filippidis, Richard M. Murray
2016 C conf
Control design for hybrid systems with TuLiP: The Temporal Logic Planning toolbox.
CCA
Ioannis Filippidis, Sumanth Dathathri, Scott C. Livingston, Necmiye Ozay, Richard M. Murray