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Author Information
Maxwell Nye (MIT)
Robert Kim (Salk Institute)
Toby St Clere Smithe (University of Oxford)
Takeshi D. Itoh (Nara Institute of Science and Technology)
Omar U. Florez (INTEL LABS)
Senior Research Manager in Conversational AI at Capital One
Vesna G. Djokic (University of Amsterdam)
Sneha Aenugu (University of Massachussets Amherst)
Mariya Toneva (Carnegie Mellon University)
Imanol Schlag (IDSIA)
Dan Schwartz (Carnegie Mellon University)
Max Raphael Sobroza Marques (Institut Mines-Télécom Atlantique)
Pravish Sainath (Mila / University of Montreal)
The purpose of my life and study is to better understand the nature and mechanisms of both natural and artificial intelligence. My broad interests span the intersection between the two vast disciplines of artificial intelligence and neuroscience. I am mostly interested in using computational and cognitive neuroscience to improve deep and reinforcement learning methods and applying deep learning methods on neuroimaging data to better understand the brain. Previously, I was an engineer at the startup [Hammerhead](http://www.hammerhead.io/), where I worked on computing cycling fitness metrics from smart cycling sensors for their flagship product Karoo and developing navigation solutions for the platform.
Peng-Hsuan Li (Academia Sinica)
Rishi Bommasani (Cornell University)
M.S. student at Cornell University, researching in NLP under Claire Cardie. My work centers around theoretical soundness in NLP and I will be applying to PhD programs this December.
Najoung Kim (Johns Hopkins University)
Paul Soulos (Johns Hopkins University)
Steven Frankland (Princeton University)
Nadezhda Chirkova (Higher School of Economics, Samsung-HSE Laboratory)
Dongqi Han (Okinawa Institute of Science and Technology)
Adam Kortylewski (Johns Hopkins University)
Rich Pang (University of Washington)
Milena Rabovsky (University of Potsdam)
Jonathan Mamou (Intel AI Lab)
Vaibhav Kumar (Carnegie Mellon University)
Tales Marra (Institut Mines-Télécom Atlantique)
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2021 : Augmenting Classic Algorithms with Neural Components for Strong Generalisation on Ambiguous and High-Dimensional Data »
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2021 : Improving Baselines in the Wild »
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2021 : A Modern Self-Referential Weight Matrix That Learns to Modify Itself »
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2022 : Parameter-Efficient Finetuning of Transformers for Source Code »
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2022 Poster: Solving Quantitative Reasoning Problems with Language Models »
Aitor Lewkowycz · Anders Andreassen · David Dohan · Ethan Dyer · Henryk Michalewski · Vinay Ramasesh · Ambrose Slone · Cem Anil · Imanol Schlag · Theo Gutman-Solo · Yuhuai Wu · Behnam Neyshabur · Guy Gur-Ari · Vedant Misra -
2022 Poster: Communicating Natural Programs to Humans and Machines »
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2022 Poster: Block-Recurrent Transformers »
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2021 Poster: Going Beyond Linear Transformers with Recurrent Fast Weight Programmers »
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2021 Poster: Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning »
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2021 Poster: On the Periodic Behavior of Neural Network Training with Batch Normalization and Weight Decay »
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2021 Affinity Workshop: LatinX in AI (LXAI) Research @ NeurIPS 2021 »
Maria Luisa Santiago · Andres Munoz Medina · Laura Montoya · Karla Caballero Barajas · Isabel Metzger · Jose Gallego-Posada · Juan Banda · Gabriela Vega · Amanda Duarte · Patrick Feeney · Lourdes Ramírez Cerna · Walter M Mayor · Omar U. Florez · Rosina Weber · Rocio Zorrilla -
2020 : Spotlight Session 1 »
Augustus Odena · Maxwell Nye · Disha Shrivastava · Mayank Agarwal · Vincent J Hellendoorn · Charles Sutton -
2020 Poster: Lamina-specific neuronal properties promote robust, stable signal propagation in feedforward networks »
Dongqi Han · Erik De Schutter · Sungho Hong -
2020 Poster: Learning Compositional Rules via Neural Program Synthesis »
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2020 Poster: Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction »
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2019 : Poster Session »
Pravish Sainath · Mohamed Akrout · Charles Delahunt · Nathan Kutz · Guangyu Robert Yang · Joseph Marino · L F Abbott · Nicolas Vecoven · Damien Ernst · andrew warrington · Michael Kagan · Kyunghyun Cho · Kameron Harris · Leopold Grinberg · John J. Hopfield · Dmitry Krotov · Taliah Muhammad · Erick Cobos · Edgar Walker · Jacob Reimer · Andreas Tolias · Alexander Ecker · Janaki Sheth · Yu Zhang · Maciej Wołczyk · Jacek Tabor · Szymon Maszke · Roman Pogodin · Dane Corneil · Wulfram Gerstner · Baihan Lin · Guillermo Cecchi · Jenna M Reinen · Irina Rish · Guillaume Bellec · Darjan Salaj · Anand Subramoney · Wolfgang Maass · Yueqi Wang · Ari Pakman · Jin Hyung Lee · Liam Paninski · Bryan Tripp · Colin Graber · Alex Schwing · Luke Prince · Gabriel Ocker · Michael Buice · Benjamin Lansdell · Konrad Kording · Jack Lindsey · Terrence Sejnowski · Matthew Farrell · Eric Shea-Brown · Nicolas Farrugia · Victor Nepveu · Jiwoong Im · Kristin Branson · Brian Hu · Ramakrishnan Iyer · Stefan Mihalas · Sneha Aenugu · Hananel Hazan · Sihui Dai · Tan Nguyen · Doris Tsao · Richard Baraniuk · Anima Anandkumar · Hidenori Tanaka · Aran Nayebi · Stephen Baccus · Surya Ganguli · Dean Pospisil · Eilif Muller · Jeffrey S Cheng · Gaël Varoquaux · Kamalaker Dadi · Dimitrios C Gklezakos · Rajesh PN Rao · Anand Louis · Christos Papadimitriou · Santosh Vempala · Naganand Yadati · Daniel Zdeblick · Daniela M Witten · Nicholas Roberts · Vinay Prabhu · Pierre Bellec · Poornima Ramesh · Jakob H Macke · Santiago Cadena · Guillaume Bellec · Franz Scherr · Owen Marschall · Robert Kim · Hannes Rapp · Marcio Fonseca · Oliver Armitage · Jiwoong Im · Thomas Hardcastle · Abhishek Sharma · Wyeth Bair · Adrian Valente · Shane Shang · Merav Stern · Rutuja Patil · Peter Wang · Sruthi Gorantla · Peter Stratton · Tristan Edwards · Jialin Lu · Martin Ester · Yurii Vlasov · Siavash Golkar -
2019 : Learning Compositional Rules via Neural Program Synthesis »
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2019 : Spiking Recurrent Networks as a Model to Probe Neuronal Timescales Specific to Working Memory »
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2019 : Uncovering the compositional structure of vector representations with Role Learning Networks »
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2019 : Break / Poster Session 1 »
Antonia Marcu · Yao-Yuan Yang · Pascale Gourdeau · Chen Zhu · Thodoris Lykouris · Jianfeng Chi · Mark Kozdoba · Arjun Nitin Bhagoji · Xiaoxia Wu · Jay Nandy · Michael T Smith · Bingyang Wen · Yuege Xie · Konstantinos Pitas · Suprosanna Shit · Maksym Andriushchenko · Dingli Yu · Gaël Letarte · Misha Khodak · Hussein Mozannar · Chara Podimata · James Foulds · Yizhen Wang · Huishuai Zhang · Ondrej Kuzelka · Alexander Levine · Nan Lu · Zakaria Mhammedi · Paul Viallard · Diana Cai · Lovedeep Gondara · James Lucas · Yasaman Mahdaviyeh · Aristide Baratin · Rishi Bommasani · Alessandro Barp · Andrew Ilyas · Kaiwen Wu · Jens Behrmann · Omar Rivasplata · Amir Nazemi · Aditi Raghunathan · Will Stephenson · Sahil Singla · Akhil Gupta · YooJung Choi · Yannic Kilcher · Clare Lyle · Edoardo Manino · Andrew Bennett · Zhi Xu · Niladri Chatterji · Emre Barut · Flavien Prost · Rodrigo Toro Icarte · Arno Blaas · Chulhee Yun · Sahin Lale · YiDing Jiang · Tharun Kumar Reddy Medini · Ashkan Rezaei · Alexander Meinke · Stephen Mell · Gary Kazantsev · Shivam Garg · Aradhana Sinha · Vishnu Lokhande · Geovani Rizk · Han Zhao · Aditya Kumar Akash · Jikai Hou · Ali Ghodsi · Matthias Hein · Tyler Sypherd · Yichen Yang · Anastasia Pentina · Pierre Gillot · Antoine Ledent · Guy Gur-Ari · Noah MacAulay · Tianzong Zhang -
2019 : Poster lighting round »
Yinhe Zheng · Anders Søgaard · Abdelrhman Saleh · Youngsoo Jang · Hongyu Gong · Omar U. Florez · Margaret Li · Andrea Madotto · The Tung Nguyen · Ilia Kulikov · Arash einolghozati · Yiru Wang · Mihail Eric · Victor Petrén Bach Hansen · Nurul Lubis · Yen-Chen Wu -
2019 : Poster session »
Jindong Gu · Alice Xiang · Atoosa Kasirzadeh · Zhiwei Han · Omar U. Florez · Frederik Harder · An-phi Nguyen · Amir Hossein Akhavan Rahnama · Michele Donini · Dylan Slack · Junaid Ali · Paramita Koley · Michiel Bakker · Anna Hilgard · Hailey James · Gonzalo Ramos · Jialin Lu · Jingying Yang · Margarita Boyarskaya · Martin Pawelczyk · Kacper Sokol · Mimansa Jaiswal · Umang Bhatt · David Alvarez-Melis · Aditya Grover · Charles Marx · Mengjiao (Sherry) Yang · Jingyan Wang · Gökhan Çapan · Hanchen Wang · Steffen Grünewälder · Moein Khajehnejad · Gourab Patro · Russell Kunes · Samuel Deng · Yuanting Liu · Luca Oneto · Mengze Li · Thomas Weber · Stefan Matthes · Duy Patrick Tu -
2019 : Posters »
Colin Graber · Yuan-Ting Hu · Tiantian Fang · Jessica Hamrick · Giorgio Giannone · John Co-Reyes · Boyang Deng · Eric Crawford · Andrea Dittadi · Peter Karkus · Matthew Dirks · Rakshit Trivedi · Sunny Raj · Javier Felip Leon · Harris Chan · Jan Chorowski · Jeff Orchard · Aleksandar Stanić · Adam Kortylewski · Ben Zinberg · Chenghui Zhou · Wei Sun · Vikash Mansinghka · Chun-Liang Li · Marco Cusumano-Towner -
2019 Poster: Write, Execute, Assess: Program Synthesis with a REPL »
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2019 Poster: Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) »
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2019 Poster: Inducing brain-relevant bias in natural language processing models »
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2018 : Bayesian Sparsification of Gated Recurrent Neural Networks »
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