Author
Ryan Timbrook
results may include different authors with the same name
3 papers
We describe the pre-training, post-training, and quantization of Nemotron 3 Super, a 120 billion (active 12 billion) parameter hybrid Mamba-Attention Mixture-of-Experts model. Nemotron 3 Super is the first model in the Nemotron 3 family to…
Machine Learning · Computer Science
2026-04-15
NVIDIA , : , Aakshita Chandiramani , Aaron Blakeman , Abdullahi Olaoye , Abhibha Gupta , Abhilash Somasamudramath , Abhinav Khattar , Adeola Adesoba , Adi Renduchintala , Adil Asif , Aditya Agrawal , Aditya Vavre , Ahmad Kiswani , Aishwarya Padmakumar , Ajay Hotchandani , Akanksha Shukla , Akhiad Bercovich , Aleksander Ficek , Aleksandr Shaposhnikov , Alex Gronskiy , Alex Kondratenko , Alex Neefus , Alex Steiner , Alex Yang , Alexander Bukharin , Alexander Young , Ali Hatamizadeh , Ali Taghibakhshi , Alina Galiautdinova , Alisa Liu , Alok Kumar , Ameya Sunil Mahabaleshwarkar , Amir Klein , Amit Zuker , Amnon Geifman , Anahita Bhiwandiwalla , Ananth Subramaniam , Andrew Tao , Anjaney Shrivastava , Anjulie Agrusa , Ankur Srivastava , Ankur Verma , Ann Guan , Anna Shors , Annamalai Chockalingam , Anubhav Mandarwal , Aparnaa Ramani , Arham Mehta , Arti Jain , Arun Venkatesan , Asha Anoosheh , Ashwath Aithal , Ashwin Poojary , Asif Ahamed , Asit Mishra , Asli Sabanci Demiroz , Asma Kuriparambil Thekkumpate , Atefeh Sohrabizadeh , Avinash Kaur , Ayush Dattagupta , Barath Subramaniam Anandan , Bardiya Sadeghi , Barnaby Simkin , Ben Lanir , Benedikt Schifferer , Benjamin Chislett , Besmira Nushi , Bilal Kartal , Bill Thiede , Bita Darvish Rouhani , Bobby Chen , Boris Ginsburg , Brandon Norick , Branislav Kisacanin , Brian Yu , Bryan Catanzaro , Buvaneswari Mani , Carlo del Mundo , Chankyu Lee , Chanran Kim , Chantal Hwang , Chao Ni , Charles Wang , Charlie Truong , Cheng-Ping Hsieh , Chenhan Yu , Chenjie Luo , Cherie Wang , Chetan Mungekar , Chintan Patel , Chris Alexiuk , Chris Holguin , Chris Wing , Christian Munley , Christopher Parisien , Chuck Desai , Chunyang Sheng , Collin Neale , Cyril Meurillon , Dakshi Kumar , Dan Gil , Dan Su , Dane Corneil , Daniel Afrimi , Daniel Burkhardt Eliuth Triana , Daniel Egert , Daniel Fatade , Daniel Lo , Daniel Rohrer , Daniel Serebrenik , Daniil Sorokin , Daria Gitman , Daria Levy , Darko Stosic , David Edelsohn , David Messina , David Mosallanezhad , David Tamok , Deena Donia , Deepak Narayanan , Devin O'Kelly , Dheeraj Peri , Dhruv Nathawani , Di Wu , Dima Rekesh , Dina Yared , Divyanshu Kakwani , Dmitry Konyagin Brandon Tuttle , Dong Ahn , Dongfu Jiang , Dorrin Poorkay , Douglas O'Flaherty , Duncan Riach , Dusan Stosic , Dustin Van Stee , Edgar Minasyan , Edward Lin , Eileen Peters Long , Elad Segal , Elena Lantz , Elena Lewis , Ellie Evans , Elliott Ning , Eric Chung , Eric Harper , Eric Pham-Hung , Eric W. Tramel , Erick Galinkin , Erik Pounds , Esti Etrog , Evan Briones , Evan Wu , Evelina Bakhturina , Evgeny Tsykunov , Ewa Dobrowolska , Farshad Saberi Movahed , Farzan Memarian , Fay Wang , Fei Jia , Felipe Soares , Felipe Vieira Frujeri , Feng Chen , Fengguang Lin , Ferenc Galko , Fortuna Zhang , Frankie Siino , Frida Hou , Gantavya Bhatt , Gargi Prasad , Geethapriya Venkataramani , Geetika Gupta , George Armstrong , Gerald Shen , Giulio Borghesi , Gordana Neskovic , Gorkem Batmaz , Grace Lam , Grace Wu , Greg Pauloski , Greyson Davis , Grigor Nalbandyan , Guoming Zhang , Guy Farber , Guyue Huang , Haifeng Qian , Haran Kumar Shiv Kumar , Harry Kim , Harsh Sharma , Hayate Iso , Hayley Ross , Herbert Hum , Herman Sahota , Hexin Wang , Himanshu Soni , Hiren Upadhyay , Huy Nguyen , Iain Cunningham , Ido Galil , Ido Shahaf , Igino Padovani , Igor Gitman , Igor Shovkun , Ikroop Dhillon , Ilya Loshchilov , Ingrid Kelly , Itamar Schen , Itay Levy , Ivan Moshkov , Izik Golan , Izzy Putterman , Jain Tu , Jan Baczek , Jan Kautz , Jane Polak Scowcroft , Janica Rosenberg , Jared Casper , Jarrod Pflum , Jason Grant , Jason Sewall , Jatin Mitra , Jeffrey Glick , Jenny Chen , Jesse Oliver , Jiacheng Xu , Jiafan Zhu , Jialin Song , Jian Zhang , Jiaqi Zeng , Jie Lou , Jill Milton , Jim Chow , Jimmy Zhang , Jinhang Choi , Jining Huang , Jocelyn Huang , Joel Caruso , Joey Conway , Joey Guman , Johan Jatko , John Kamalu , Johnny Greco , Jonathan Cohen , Jonathan Raiman , Joseph Jennings , Joyjit Daw , Juan Yu , Julio Tapia , Junkeun Yi , Jupinder Parmar , Jyothi Achar , Kari Briski , Kartik Mattoo , Katherine Cheung , Katherine Luna , Keith Wyss , Kevin Shih , Kezhi Kong , Khanh Nguyen , Khushi Bhardwaj , Kirill Buryak , Kirthi Shankar Sivamani , Konstantinos Krommydas , Kris Murphy , Krishna C. Puvvada , Krzysztof Pawelec , Kumar Anik , Laikh Tewari , Laya Sleiman , Leo Du , Leon Derczynski , Li Ding , Lilach Ilan , Lingjie Wu , Lizzie Wei , Luis Vega , Lun Su , Maarten Van Segbroeck , Maer Rodrigues de Melo , Magaret Zhang , Mahan Fathi , Makesh Narsimhan Sreedhar , Makesh Sreedhar , Makesh Tarun Chandran , Manuel Reyes Gomez , Maor Ashkenazi , Marc Cuevas , Marc Romeijn , Margaret Zhang , Mark Cai , Mark Gabel , Markus Kliegl , Martyna Patelka , Maryam Moosaei , Matthew Varacalli , Matvei Novikov , Mauricio Ferrato , Mehrzad Samadi , Melissa Corpuz , Meng Xin , Mengdi Wang , Mengru Wang , Meredith Price , Micah Schaffer , Michael Andersch , Michael Boone , Michael Evans , Michael Z Wang , Miguel Martinez , Mikail Khona , Mike Chrzanowski , Mike Hollinger , Mingyuan Ma , Minseok Lee , Mohammad Dabbah , Mohammad Shoeybi , Mostofa Patwary , Nabin Mulepati , Nader Khalil , Najeeb Nabwani , Nancy Agarwal , Nanthini Balasubramaniam , Narimane Hennouni , Narsi Kodukula , Natalie Hereth , Nathaniel Pinckney , Nave Assaf , Negar Habibi , Nestor Qin , Neta Zmora , Netanel Haber , Nick Reamaroon , Nickson Quak , Nidhi Bhatia , Nikhil Jukar , Nikki Pope , Nikolai Ludwig , Nima Tajbakhsh , Nir Ailon , Nirmal Juluru , Nirmalya De , Nowel Pitt , Oleg Rybakov , Oleksii Hrinchuk , Oleksii Kuchaiev , Olivier Delalleau , Oluwatobi Olabiyi , Omer Ullman Argov , Omri Almog , Omri Puny , Oren Tropp , Otavio Padovani , Ouye Xie , Parth Chadha , Pasha Shamis , Paul Gibbons , Pavlo Molchanov , Peter Belcak , Peter Jin , Pinky Xu , Piotr Januszewski , Pooya Jannaty , Prachi Shevate , Pradeep Thalasta , Pranav Prashant Thombre , Prasoon Varshney , Prerana Gambhir , Pritam Gundecha , Przemek Tredak , Qing Miao , Qiyu Wan , Quan Tran Minh , Rabeeh Karimi Mahabadi , Rachel Oberman , Rachit Garg , Rahul Kandu , Raina Zhong , Ran El-Yaniv , Ran Zilberstein , Rasoul Shafipour , Renee Yao , Renjie Pi , Richard Mazzarese , Richard Wang , Rick Izzo , Ridhima Singla , Rima Shahbazyan , Rishabh Garg , Ritika Borkar , Ritu Gala , Riyad Islam , Robert Clark , Robert Hesse , Roger Waleffe , Rohit Varma Kalidindi , Rohit Watve , Roi Koren , Ron Fan , Ruchika Kharwar , Ruisi Cai , Ruoxi Zhang , Russell J. Hewett , Ryan Prenger , Ryan Timbrook , Ryota Egashira , Sadegh Mahdavi , Sagar Singh Ashutosh Joshi , Sahil Modi , Samuel Kriman , Sandeep Pombra , Sanjay Kariyappa , Sanjeev Satheesh , Santiago Pombo , Saori Kaji , Satish Pasumarthi , Saurav Mishra , Saurav Muralidharan , Scott Hara , Sean Narenthiran , Sebastian Rogawski , Seonjin Na , Seonmyeong Bak , Sepehr Sameni , Seth Poulos , Shahar Mor , Shantanu Acharya , Shaona Ghosh Adam Lord , Sharath Turuvekere Sreenivas , Shaun Kotek , Shaya Gharghabi , Shelby Thomas , Sheng-Chieh Lin , Shibani Likhite , Shiqing Fan , Shiyang Chen , Shreya Gopal , Shrimai Prabhumoye , Shubham Pachori , Shubham Toshniwal , Shuo Zhang , Shuoyang Ding , Shyam Renjith , Shyamala Prayaga , Siddhartha Jain , Simeng Sun , Sirisha Rella , Sirshak Das , Smita Ithape , Sneha Harishchandra S , Somshubra Majumdar , Soumye Singhal , Sri Harsha Singudasu , Sriharsha Niverty , Stas Sergienko , Stefana Gloginic , Stefania Alborghetti , Stephen Ge , Stephen McCullough , Sugam Dipak Devare , Suguna Varshini Velury , Sukrit Rao , Sumeet Kumar Barua , Sunny Gai , Suseella Panguluri , Sushil Koundinyan , Swathi Patnam , Sweta Priyadarshi , Swetha Bhendigeri , Syeda Nahida Akter , Sylendran Arunagiri , Tailling Yuan , Talor Abramovich , Tan Bui , Tan Yu , Terry Kong , Thanh Do , Thomas Gburek , Thorgane Marques , Tiffany Moore , Tijmen Blankevoort , Tim Moon , Timothy Ma , Tiyasa Mitra , Tomasz Grzegorzek , Tomer Asida , Tomer Bar Natan , Tomer Keren , Tomer Ronen , Traian Rebedea , Trenton Starkey , Tugrul Konuk , Twinkle Vashishth , Tyler Condensa , Udi Karpas , Ushnish De , Vahid Noorozi , Vahid Noroozi , Vanshil Atul Shah , Veena Vaidyanathan , Venkat Srinivasan , Venmugil Elango , Victor Cui , Vijay Korthikanti , Vikas Mehta , Virginia Adams , Virginia Wu , Vitaly Kurin , Vitaly Lavrukhin , Vladimir Anisimov , Wan Seo , Wanli Jiang , Wasi Uddin Ahmad , Wei Du , Wei Ping , Wei-Ming Chen , Wendy Quan , Wenliang Dai , Wenwen Gao , Will Jennings , William Zhang , Xiaowei Ren , Xiaowen Xin , Xin Li , Yang Yu , Yangyi Chen , Yaniv Galron , Yashaswi Karnati , Yejin Choi , Yev Meyer , Yi-Fu Wu , Yian Zhang , Ying Lin , Yonatan Geifman , Yonggan Fu , Yoshi Suhara , Youngeun Kwon , Yuan Zhang , Yuki Huang , Zach Moshe , Zhilin Wang , Zhiyu Cheng , Zhongbo Zhu , Zhuolin Yang , Zihan Liu , Zijia Chen , Zijie Yan , Zuhair Ahmed
We introduce the Nemotron 3 family of models - Nano, Super, and Ultra. These models deliver strong agentic, reasoning, and conversational capabilities. The Nemotron 3 family uses a Mixture-of-Experts hybrid Mamba-Transformer architecture to…
Computation and Language · Computer Science
2025-12-25
NVIDIA , : , Aaron Blakeman , Aaron Grattafiori , Aarti Basant , Abhibha Gupta , Abhinav Khattar , Adi Renduchintala , Aditya Vavre , Akanksha Shukla , Akhiad Bercovich , Aleksander Ficek , Aleksandr Shaposhnikov , Alex Kondratenko , Alexander Bukharin , Alexandre Milesi , Ali Taghibakhshi , Alisa Liu , Amelia Barton , Ameya Sunil Mahabaleshwarkar , Amir Klein , Amit Zuker , Amnon Geifman , Amy Shen , Anahita Bhiwandiwalla , Andrew Tao , Anjulie Agrusa , Ankur Verma , Ann Guan , Anubhav Mandarwal , Arham Mehta , Ashwath Aithal , Ashwin Poojary , Asif Ahamed , Asit Mishra , Asma Kuriparambil Thekkumpate , Ayush Dattagupta , Banghua Zhu , Bardiya Sadeghi , Barnaby Simkin , Ben Lanir , Benedikt Schifferer , Besmira Nushi , Bilal Kartal , Bita Darvish Rouhani , Boris Ginsburg , Brandon Norick , Brandon Soubasis , Branislav Kisacanin , Brian Yu , Bryan Catanzaro , Carlo del Mundo , Chantal Hwang , Charles Wang , Cheng-Ping Hsieh , Chenghao Zhang , Chenhan Yu , Chetan Mungekar , Chintan Patel , Chris Alexiuk , Christopher Parisien , Collin Neale , Cyril Meurillon , Damon Mosk-Aoyama , Dan Su , Dane Corneil , Daniel Afrimi , Daniel Lo , Daniel Rohrer , Daniel Serebrenik , Daria Gitman , Daria Levy , Darko Stosic , David Mosallanezhad , Deepak Narayanan , Dhruv Nathawani , Dima Rekesh , Dina Yared , Divyanshu Kakwani , Dong Ahn , Duncan Riach , Dusan Stosic , Edgar Minasyan , Edward Lin , Eileen Long , Eileen Peters Long , Elad Segal , Elena Lantz , Ellie Evans , Elliott Ning , Eric Chung , Eric Harper , Eric Tramel , Erick Galinkin , Erik Pounds , Evan Briones , Evelina Bakhturina , Evgeny Tsykunov , Faisal Ladhak , Fay Wang , Fei Jia , Felipe Soares , Feng Chen , Ferenc Galko , Frank Sun , Frankie Siino , Gal Hubara Agam , Ganesh Ajjanagadde , Gantavya Bhatt , Gargi Prasad , George Armstrong , Gerald Shen , Gorkem Batmaz , Grigor Nalbandyan , Haifeng Qian , Harsh Sharma , Hayley Ross , Helen Ngo , Herbert Hum , Herman Sahota , Hexin Wang , Himanshu Soni , Hiren Upadhyay , Huizi Mao , Huy C Nguyen , Huy Q Nguyen , Iain Cunningham , Ido Galil , Ido Shahaf , Igor Gitman , Ilya Loshchilov , Itamar Schen , Itay Levy , Ivan Moshkov , Izik Golan , Izzy Putterman , Jan Kautz , Jane Polak Scowcroft , Jared Casper , Jatin Mitra , Jeffrey Glick , Jenny Chen , Jesse Oliver , Jian Zhang , Jiaqi Zeng , Jie Lou , Jimmy Zhang , Jinhang Choi , Jining Huang , Joey Conway , Joey Guman , John Kamalu , Johnny Greco , Jonathan Cohen , Joseph Jennings , Joyjit Daw , Julien Veron Vialard , Junkeun Yi , Jupinder Parmar , Kai Xu , Kan Zhu , Kari Briski , Katherine Cheung , Katherine Luna , Keith Wyss , Keshav Santhanam , Kevin Shih , Kezhi Kong , Khushi Bhardwaj , Kirthi Shankar , Krishna C. Puvvada , Krzysztof Pawelec , Kumar Anik , Lawrence McAfee , Laya Sleiman , Leon Derczynski , Li Ding , Lizzie Wei , Lucas Liebenwein , Luis Vega , Maanu Grover , Maarten Van Segbroeck , Maer Rodrigues de Melo , Mahdi Nazemi , Makesh Narsimhan Sreedhar , Manoj Kilaru , Maor Ashkenazi , Marc Romeijn , Marcin Chochowski , Mark Cai , Markus Kliegl , Maryam Moosaei , Matt Kulka , Matvei Novikov , Mehrzad Samadi , Melissa Corpuz , Mengru Wang , Meredith Price , Michael Andersch , Michael Boone , Michael Evans , Miguel Martinez , Mikail Khona , Mike Chrzanowski , Minseok Lee , Mohammad Dabbah , Mohammad Shoeybi , Mostofa Patwary , Nabin Mulepati , Najeeb Nabwani , Natalie Hereth , Nave Assaf , Negar Habibi , Neta Zmora , Netanel Haber , Nicola Sessions , Nidhi Bhatia , Nikhil Jukar , Nikki Pope , Nikolai Ludwig , Nima Tajbakhsh , Nir Ailon , Nirmal Juluru , Nishant Sharma , Oleksii Hrinchuk , Oleksii Kuchaiev , Olivier Delalleau , Oluwatobi Olabiyi , Omer Ullman Argov , Omri Puny , Oren Tropp , Ouye Xie , Parth Chadha , Pasha Shamis , Paul Gibbons , Pavlo Molchanov , Pawel Morkisz , Peter Dykas , Peter Jin , Pinky Xu , Piotr Januszewski , Pranav Prashant Thombre , Prasoon Varshney , Pritam Gundecha , Przemek Tredak , Qing Miao , Qiyu Wan , Rabeeh Karimi Mahabadi , Rachit Garg , Ran El-Yaniv , Ran Zilberstein , Rasoul Shafipour , Rich Harang , Rick Izzo , Rima Shahbazyan , Rishabh Garg , Ritika Borkar , Ritu Gala , Riyad Islam , Robert Hesse , Roger Waleffe , Rohit Watve , Roi Koren , Ruoxi Zhang , Russell Hewett , Russell J. Hewett , Ryan Prenger , Ryan Timbrook , Sadegh Mahdavi , Sahil Modi , Samuel Kriman , Sangkug Lim , Sanjay Kariyappa , Sanjeev Satheesh , Saori Kaji , Satish Pasumarthi , Saurav Muralidharan , Sean Narentharen , Sean Narenthiran , Seonmyeong Bak , Sergey Kashirsky , Seth Poulos , Shahar Mor , Shanmugam Ramasamy , Shantanu Acharya , Shaona Ghosh , Sharath Turuvekere Sreenivas , Shelby Thomas , Shiqing Fan , Shreya Gopal , Shrimai Prabhumoye , Shubham Pachori , Shubham Toshniwal , Shuoyang Ding , Siddharth Singh , Simeng Sun , Smita Ithape , Somshubra Majumdar , Soumye Singhal , Stas Sergienko , Stefania Alborghetti , Stephen Ge , Sugam Dipak Devare , Sumeet Kumar Barua , Suseella Panguluri , Suyog Gupta , Sweta Priyadarshi , Syeda Nahida Akter , Tan Bui , Teodor-Dumitru Ene , Terry Kong , Thanh Do , Tijmen Blankevoort , Tim Moon , Tom Balough , Tomer Asida , Tomer Bar Natan , Tomer Ronen , Tugrul Konuk , Twinkle Vashishth , Udi Karpas , Ushnish De , Vahid Noorozi , Vahid Noroozi , Venkat Srinivasan , Venmugil Elango , Victor Cui , Vijay Korthikanti , Vinay Rao , Vitaly Kurin , Vitaly Lavrukhin , Vladimir Anisimov , Wanli Jiang , Wasi Uddin Ahmad , Wei Du , Wei Ping , Wenfei Zhou , Will Jennings , William Zhang , Wojciech Prazuch , Xiaowei Ren , Yashaswi Karnati , Yejin Choi , Yev Meyer , Yi-Fu Wu , Yian Zhang , Yigong Qin , Ying Lin , Yonatan Geifman , Yonggan Fu , Yoshi Subara , Yoshi Suhara , Yubo Gao , Zach Moshe , Zhen Dong , Zhongbo Zhu , Zihan Liu , Zijia Chen , Zijie Yan
We present Nemotron 3 Nano 30B-A3B, a Mixture-of-Experts hybrid Mamba-Transformer language model. Nemotron 3 Nano was pretrained on 25 trillion text tokens, including more than 3 trillion new unique tokens over Nemotron 2, followed by…
Computation and Language · Computer Science
2025-12-25
NVIDIA , : , Aaron Blakeman , Aaron Grattafiori , Aarti Basant , Abhibha Gupta , Abhinav Khattar , Adi Renduchintala , Aditya Vavre , Akanksha Shukla , Akhiad Bercovich , Aleksander Ficek , Aleksandr Shaposhnikov , Alex Kondratenko , Alexander Bukharin , Alexandre Milesi , Ali Taghibakhshi , Alisa Liu , Amelia Barton , Ameya Sunil Mahabaleshwarkar , Amir Klein , Amit Zuker , Amnon Geifman , Amy Shen , Anahita Bhiwandiwalla , Andrew Tao , Ann Guan , Anubhav Mandarwal , Arham Mehta , Ashwath Aithal , Ashwin Poojary , Asif Ahamed , Asma Kuriparambil Thekkumpate , Ayush Dattagupta , Banghua Zhu , Bardiya Sadeghi , Barnaby Simkin , Ben Lanir , Benedikt Schifferer , Besmira Nushi , Bilal Kartal , Bita Darvish Rouhani , Boris Ginsburg , Brandon Norick , Brandon Soubasis , Branislav Kisacanin , Brian Yu , Bryan Catanzaro , Carlo del Mundo , Chantal Hwang , Charles Wang , Cheng-Ping Hsieh , Chenghao Zhang , Chenhan Yu , Chetan Mungekar , Chintan Patel , Chris Alexiuk , Christopher Parisien , Collin Neale , Damon Mosk-Aoyama , Dan Su , Dane Corneil , Daniel Afrimi , Daniel Rohrer , Daniel Serebrenik , Daria Gitman , Daria Levy , Darko Stosic , David Mosallanezhad , Deepak Narayanan , Dhruv Nathawani , Dima Rekesh , Dina Yared , Divyanshu Kakwani , Dong Ahn , Duncan Riach , Dusan Stosic , Edgar Minasyan , Edward Lin , Eileen Long , Eileen Peters Long , Elena Lantz , Ellie Evans , Elliott Ning , Eric Chung , Eric Harper , Eric Tramel , Erick Galinkin , Erik Pounds , Evan Briones , Evelina Bakhturina , Faisal Ladhak , Fay Wang , Fei Jia , Felipe Soares , Feng Chen , Ferenc Galko , Frankie Siino , Gal Hubara Agam , Ganesh Ajjanagadde , Gantavya Bhatt , Gargi Prasad , George Armstrong , Gerald Shen , Gorkem Batmaz , Grigor Nalbandyan , Haifeng Qian , Harsh Sharma , Hayley Ross , Helen Ngo , Herman Sahota , Hexin Wang , Himanshu Soni , Hiren Upadhyay , Huizi Mao , Huy C Nguyen , Huy Q Nguyen , Iain Cunningham , Ido Shahaf , Igor Gitman , Ilya Loshchilov , Ivan Moshkov , Izzy Putterman , Jan Kautz , Jane Polak Scowcroft , Jared Casper , Jatin Mitra , Jeffrey Glick , Jenny Chen , Jesse Oliver , Jian Zhang , Jiaqi Zeng , Jie Lou , Jimmy Zhang , Jining Huang , Joey Conway , Joey Guman , John Kamalu , Johnny Greco , Jonathan Cohen , Joseph Jennings , Joyjit Daw , Julien Veron Vialard , Junkeun Yi , Jupinder Parmar , Kai Xu , Kan Zhu , Kari Briski , Katherine Cheung , Katherine Luna , Keshav Santhanam , Kevin Shih , Kezhi Kong , Khushi Bhardwaj , Krishna C. Puvvada , Krzysztof Pawelec , Kumar Anik , Lawrence McAfee , Laya Sleiman , Leon Derczynski , Li Ding , Lucas Liebenwein , Luis Vega , Maanu Grover , Maarten Van Segbroeck , Maer Rodrigues de Melo , Makesh Narsimhan Sreedhar , Manoj Kilaru , Maor Ashkenazi , Marc Romeijn , Mark Cai , Markus Kliegl , Maryam Moosaei , Matvei Novikov , Mehrzad Samadi , Melissa Corpuz , Mengru Wang , Meredith Price , Michael Boone , Michael Evans , Miguel Martinez , Mike Chrzanowski , Mohammad Shoeybi , Mostofa Patwary , Nabin Mulepati , Natalie Hereth , Nave Assaf , Negar Habibi , Neta Zmora , Netanel Haber , Nicola Sessions , Nidhi Bhatia , Nikhil Jukar , Nikki Pope , Nikolai Ludwig , Nima Tajbakhsh , Nirmal Juluru , Oleksii Hrinchuk , Oleksii Kuchaiev , Olivier Delalleau , Oluwatobi Olabiyi , Omer Ullman Argov , Ouye Xie , Parth Chadha , Pasha Shamis , Pavlo Molchanov , Pawel Morkisz , Peter Dykas , Peter Jin , Pinky Xu , Piotr Januszewski , Pranav Prashant Thombre , Prasoon Varshney , Pritam Gundecha , Qing Miao , Rabeeh Karimi Mahabadi , Ran El-Yaniv , Ran Zilberstein , Rasoul Shafipour , Rich Harang , Rick Izzo , Rima Shahbazyan , Rishabh Garg , Ritika Borkar , Ritu Gala , Riyad Islam , Roger Waleffe , Rohit Watve , Roi Koren , Ruoxi Zhang , Russell J. Hewett , Ryan Prenger , Ryan Timbrook , Sadegh Mahdavi , Sahil Modi , Samuel Kriman , Sanjay Kariyappa , Sanjeev Satheesh , Saori Kaji , Satish Pasumarthi , Sean Narentharen , Sean Narenthiran , Seonmyeong Bak , Sergey Kashirsky , Seth Poulos , Shahar Mor , Shanmugam Ramasamy , Shantanu Acharya , Shaona Ghosh , Sharath Turuvekere Sreenivas , Shelby Thomas , Shiqing Fan , Shreya Gopal , Shrimai Prabhumoye , Shubham Pachori , Shubham Toshniwal , Shuoyang Ding , Siddharth Singh , Simeng Sun , Smita Ithape , Somshubra Majumdar , Soumye Singhal , Stefania Alborghetti , Stephen Ge , Sugam Dipak Devare , Sumeet Kumar Barua , Suseella Panguluri , Suyog Gupta , Sweta Priyadarshi , Syeda Nahida Akter , Tan Bui , Teodor-Dumitru Ene , Terry Kong , Thanh Do , Tijmen Blankevoort , Tom Balough , Tomer Asida , Tomer Bar Natan , Tugrul Konuk , Twinkle Vashishth , Udi Karpas , Ushnish De , Vahid Noorozi , Vahid Noroozi , Venkat Srinivasan , Venmugil Elango , Vijay Korthikanti , Vitaly Kurin , Vitaly Lavrukhin , Wanli Jiang , Wasi Uddin Ahmad , Wei Du , Wei Ping , Wenfei Zhou , Will Jennings , William Zhang , Wojciech Prazuch , Xiaowei Ren , Yashaswi Karnati , Yejin Choi , Yev Meyer , Yi-Fu Wu , Yian Zhang , Ying Lin , Yonatan Geifman , Yonggan Fu , Yoshi Subara , Yoshi Suhara , Yubo Gao , Zach Moshe , Zhen Dong , Zihan Liu , Zijia Chen , Zijie Yan