AS
Anuroop Sriram
cs.LGcs.CLcond-mat.mtrl-scics.CVeess.AScs.SDeess.IVphysics.chem-phphysics.comp-phcs.CE
On Valency
published · living versionsW_q6v7yqy5·v1 · currentpublished
EVA-Flow: Learning Shared Chemistry for Unified Environment-Aware Molecular Conformation Generation
with Bing Yan, Zachary Ward Ulissi, Kyunghyun Cho, Ricky T. Q. Chen +1
1 version
W_5352xgra·v1published
Preprints & journals
35 papers in the corpus · 2013–2025Open Molecular Crystals 2025 (OMC25) dataset and models.41639080 · Gharakhanyan, Vahe, Barroso-Luque, Luis, Yang, Yi et al.2026 · 20 citationsScientific data. 2026;13(1)
FastCSP: Accelerated Molecular Crystal Structure Prediction with Universal Model for Atoms2508.02641v2 · Vahe Gharakhanyan, Yi Yang, Luis Barroso-Luque et al.2025 · 3 citationsarXiv
UMA: A Family of Universal Models for Atoms2506.23971v2 · Brandon M. Wood, Misko Dzamba, Xiang Fu et al.2025 · 86 citationsarXiv
Distribution Learning for Molecular Regression2407.20475v1 · Nima Shoghi, Pooya Shoghi, Anuroop Sriram et al.2024 · 0 citationsarXiv
The Open DAC 2023 Dataset and Challenges for Sorbent Discovery in Direct Air Capture.38799660 · Sriram, Anuroop, Choi, Sihoon, Yu, Xiaohan et al.2024 · 105 citationsACS central science. 2024;10(5):923-941
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text2402.04379v2 · Nate Gruver, Anuroop Sriram, Andrea Madotto et al.2024 · 31 citationsarXiv
Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI.36648347 · Johnson, Patricia M, Lin, Dana J, Zbontar, Jure et al.2023 · 124 citationsRadiology. 2023;307(2):e220425
Exploring the Acceleration Limits of Deep Learning Variational Network-based Two-dimensional Brain MRI.36523647 · Radmanesh, Alireza, Muckley, Matthew J, Murrell, Tullie et al.2023 · 32 citationsRadiology. Artificial intelligence. 2022;4(6):e210313
Spherical Channels for Modeling Atomic Interactions2206.14331v2 · C. Lawrence Zitnick, Abhishek Das, Adeesh Kolluru et al.2022 · 35 citationsarXiv
Wav2Vec-Aug: Improved self-supervised training with limited data2206.13654v1 · Anuroop Sriram, Michael Auli, Alexei Baevski2022 · 12 citationsarXiv
The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysts2206.08917v3 · Richard Tran, Janice Lan, Muhammed Shuaibi et al.2022 · 327 citationsarXiv
GemNet-OC: Developing Graph Neural Networks for Large and Diverse Molecular Simulation Datasets2204.02782v3 · Johannes Gasteiger, Muhammed Shuaibi, Anuroop Sriram et al.2022 · 50 citationsarXiv
Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations2203.09697v1 · Anuroop Sriram, Abhishek Das, Brandon M. Wood et al.2022 · 10 citationsarXiv
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction.33929957 · Muckley, Matthew J, Riemenschneider, Bruno, Radmanesh, Alireza et al.2021 · 313 citationsIEEE transactions on medical imaging. 2021;40(9):2306-2317
Rotation Invariant Graph Neural Networks using Spin Convolutions2106.09575v1 · Muhammed Shuaibi, Adeesh Kolluru, Abhishek Das et al.2021 · 44 citationsarXiv
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training2104.01027v2 · Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski et al.2021 · 183 citationsarXiv
ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations2103.01436v1 · Weihua Hu, Muhammed Shuaibi, Abhishek Das et al.2021 · 27 citationsarXiv
COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction.33469559 · Sriram, Anuroop, Muckley, Matthew, Sinha, Koustuv et al.2023 · 36 citationsArXiv. 2021
MLS: A Large-Scale Multilingual Dataset for Speech Research2012.03411v2 · Vineel Pratap, Qiantong Xu, Anuroop Sriram et al.2020 · 360 citationsInterspeech 2020
The Open Catalyst 2020 (OC20) Dataset and Community Challenges2010.09990v5 · Lowik Chanussot, Abhishek Das, Siddharth Goyal et al.2020 · 770 citationsarXiv
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage2010.09435v1 · C. Lawrence Zitnick, Lowik Chanussot, Abhishek Das et al.2020 · 49 citationsarXiv
Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study.32755163 · Recht, Michael P, Zbontar, Jure, Sodickson, Daniel K et al.2021 · 177 citationsAJR. American journal of roentgenology. 2020;215(6):1421-1429
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters2007.03001v2 · Vineel Pratap, Anuroop Sriram, Paden Tomasello et al.2020 · 118 citationsarXiv
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge.32506658 · Knoll, Florian, Murrell, Tullie, Sriram, Anuroop et al.2021 · 264 citationsMagnetic resonance in medicine. 2020;84(6):3054-3070
End-to-End Variational Networks for Accelerated MRI Reconstruction2004.06688v2 · Anuroop Sriram, Jure Zbontar, Tullie Murrell et al.2020 · 343 citationsarXiv
fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning.32076662 · Knoll, Florian, Zbontar, Jure, Sriram, Anuroop et al.2021 · 416 citationsRadiology. Artificial intelligence. 2020;2(1):e190007
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures1911.08460v3 · Gabriel Synnaeve, Qiantong Xu, Jacob Kahn et al.2019 · 165 citationsarXiv
RNN-T For Latency Controlled ASR With Improved Beam Search1911.01629v2 · Mahaveer Jain, Kjell Schubert, Jay Mahadeokar et al.2019 · 31 citationsarXiv
GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction1910.12325v4 · Anuroop Sriram, Jure Zbontar, Tullie Murrell et al.2019 · 119 citationsarXiv
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI1811.08839v2 · Jure Zbontar, Florian Knoll, Anuroop Sriram et al.2018 · 587 citationsarXivon Valency
Robust Speech Recognition Using Generative Adversarial Networks1711.01567v1 · Anuroop Sriram, Heewoo Jun, Yashesh Gaur et al.2017 · 53 citationsarXiv
Cold Fusion: Training Seq2Seq Models Together with Language Models1708.06426v1 · Anuroop Sriram, Heewoo Jun, Sanjeev Satheesh et al.2017 · 279 citationsarXiv
Exploring Neural Transducers for End-to-End Speech Recognition1707.07413v1 · Eric Battenberg, Jitong Chen, Rewon Child et al.2017 · 231 citationsarXiv
Reducing Bias in Production Speech Models1705.04400v1 · Eric Battenberg, Rewon Child, Adam Coates et al.2017 · 9 citationsarXiv
FRED (a Framework for Reconstructing Epidemic Dynamics): an open-source software system for modeling infectious diseases and control strategies using census-based populations.24103508 · Grefenstette, John J, Brown, Shawn T, Rosenfeld, Roni et al.2015 · 244 citationsBMC public health. 2013;13:940
Career total: 40 works. 35 are in this corpus.
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