Adam Roberts
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
23
Venues
9
Active years
2007–2025
Best venue rank
A*
Where they publish
Papers
23 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CHI | ReaLJam: Real-Time Human-AI Music Jamming with Reinforcement Learning-Tuned Transformers. | Alexander Scarlatos, Yusong Wu, Ian Simon, Adam Roberts, Tim Cooijmans, Natasha Jaques, Cassie Tarakajian, Cheng-Zhi Anna Huang |
| 2024 | ICML | Adaptive Accompaniment with ReaLchords. | Yusong Wu, Tim Cooijmans, Kyle Kastner, Adam Roberts, Ian Simon, Alexander Scarlatos, Chris Donahue, Cassie Tarakajian, Shayegan Omidshafiei, Aaron C. Courville, Pablo Samuel Castro, Natasha Jaques, Cheng-Zhi Anna Huang |
| 2024 | NAACL | A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity. | Shayne Longpre, Gregory Yauney, Emily Reif, Katherine Lee, Adam Roberts, Barret Zoph, Denny Zhou, Jason Wei, Kevin Robinson, David Mimno, Daphne Ippolito |
| 2023 | ACL | Character-Aware Models Improve Visual Text Rendering. | Rosanne Liu, Dan Garrette, Chitwan Saharia, William Chan, Adam Roberts, Sharan Narang, Irina Blok, RJ Mical, Mohammad Norouzi, Noah Constant |
| 2023 | ACL | Crosslingual Generalization through Multitask Finetuning. | Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M. Saiful Bari, Sheng Shen, Zheng Xin Yong, Hailey Schoelkopf, Xiangru Tang, Dragomir Radev, Alham Fikri Aji, Khalid Almubarak, Samuel Albanie, Zaid Alyafeai, Albert Webson, Edward Raff, Colin Raffel |
| 2023 | ICLR | UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining. | Hyung Won Chung, Xavier Garcia, Adam Roberts, Yi Tay, Orhan Firat, Sharan Narang, Noah Constant |
| 2023 | ICML | Large Language Models Struggle to Learn Long-Tail Knowledge. | Nikhil Kandpal, Haikang Deng, Adam Roberts, Eric Wallace, Colin Raffel |
| 2023 | ICML | The Flan Collection: Designing Data and Methods for Effective Instruction Tuning. | Shayne Longpre, Le Hou, Tu Vu, Albert Webson, Hyung Won Chung, Yi Tay, Denny Zhou, Quoc V. Le, Barret Zoph, Jason Wei, Adam Roberts |
| 2022 | ICML | What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization? | Thomas Wang, Adam Roberts, Daniel Hesslow, Teven Le Scao, Hyung Won Chung, Iz Beltagy, Julien Launay, Colin Raffel |
| 2021 | EMNLP | Do Transformer Modifications Transfer Across Implementations and Applications? | Sharan Narang, Hyung Won Chung, Yi Tay, Liam Fedus, Thibault Fvry, Michael Matena, Karishma Malkan, Noah Fiedel, Noam Shazeer, Zhenzhong Lan, Yanqi Zhou, Wei Li, Nan Ding, Jake Marcus, Adam Roberts, Colin Raffel |
| 2021 | NAACL | mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer. | Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel |
| 2020 | EMNLP | How Much Knowledge Can You Pack Into the Parameters of a Language Model? | Adam Roberts, Colin Raffel, Noam Shazeer |
| 2020 | ICLR | DDSP: Differentiable Digital Signal Processing. | Jesse H. Engel, Lamtharn Hantrakul, Chenjie Gu, Adam Roberts |
| 2019 | CHI | Identifying the Intersections: User Experience + Research Scientist Collaboration in a Generative Machine Learning Interface. | Claire Kayacik, Sherol Chen, Signe Noerly, Jess Holbrook, Adam Roberts, Douglas Eck |
| 2019 | ICLR | GANSynth: Adversarial Neural Audio Synthesis. | Jesse H. Engel, Kumar Krishna Agrawal, Shuo Chen, Ishaan Gulrajani, Chris Donahue, Adam Roberts |
| 2019 | ICLR | Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset. | Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse H. Engel, Douglas Eck |
| 2019 | ICML | Learning to Groove with Inverse Sequence Transformations. | Jon Gillick, Adam Roberts, Jesse H. Engel, Douglas Eck, David Bamman |
| 2018 | ICLR | Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models. | Jesse H. Engel, Matthew D. Hoffman, Adam Roberts |
| 2018 | ICML | A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music. | Adam Roberts, Jesse H. Engel, Colin Raffel, Curtis Hawthorne, Douglas Eck |
| 2018 | IUI | Learning Latent Representations of Music to Generate Interactive Musical Palettes. | Adam Roberts, Jesse H. Engel, Sageev Oore, Douglas Eck |
| 2017 | ICML | Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders. | Jesse H. Engel, Cinjon Resnick, Adam Roberts, Sander Dieleman, Mohammad Norouzi, Douglas Eck, Karen Simonyan |
| 2007 | ICDM | Sample Selection for Maximal Diversity. | Feng Pan, Adam Roberts, Leonard McMillan, David Threadgill, Wei Wang |
| 2007 | ISMB | Inferring missing genotypes in large SNP panels using fast nearest-neighbor searches over sliding windows. | Adam Roberts, Leonard McMillan, Wei Wang, Joel Parker, Ivan Rusyn, David Threadgill |