Siddharth Goyal

Follow

Generating author description...

All published works
Action Title Year Authors
+ PDF Chat InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis 2024 Kevin Scaria
Himanshu Gupta
Siddharth Goyal
Saurabh S. Sawant
Swaroop Mishra
Chitta Baral
+ PDF Chat The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysts 2023 Richard Tran
Janice Lan
Muhammed Shuaibi
Brandon M. Wood
Siddharth Goyal
Abhishek Das
Javier Heras‐Domingo
Adeesh Kolluru
Ammar Rizvi
Nima Shoghi
+ InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis 2023 Kevin Scaria
Himanshu Gupta
Siddharth Goyal
Saurabh Arjun Sawant
Swaroop Mishra
Chitta Baral
+ “John is 50 years old, can his son be 65?” Evaluating NLP Models’ Understanding of Feasibility 2023 Himanshu Gupta
Neeraj Varshney
Swaroop Mishra
Kuntal Kumar Pal
Saurabh Arjun Sawant
Kevin Scaria
Siddharth Goyal
Chitta Baral
+ Gemini: A Family of Highly Capable Multimodal Models 2023 Gemini Team
Rohan Anil
Sebastian Borgeaud
Jean-Baptiste Alayrac
Jiahui Yu
Radu Soricut
Johan Schalkwyk
Andrew M. Dai
Anja Hauth
Katie Millican
+ PDF Chat The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysis 2022 Richard Tran
Janice Lan
Muhammed Shuaibi
Siddharth Goyal
Brandon M. Wood
Abhishek Das
Javier Heras‐Domingo
Adeesh Kolluru
Ammar Rizvi
Nima Shoghi
+ Optimal Resource Allocation during Epidemics using Reinforcement Learning 2022 Saumay Garg
Siddharth Goyal
Pranshu Grover
Abhijeet Singh
Mukta Goyal
+ Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations 2022 Anuroop Sriram
Abhishek Das
Brandon M. Wood
Siddharth Goyal
C. Lawrence Zitnick
+ "John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility 2022 Himanshu Gupta
Neeraj Varshney
Swaroop Mishra
Kuntal Kumar Pal
Saurabh Arjun Sawant
Kevin Scaria
Siddharth Goyal
Chitta Baral
+ The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysts 2022 Richard Tran
Janice Lan
Muhammed Shuaibi
Brandon M. Wood
Siddharth Goyal
Abhishek Das
Javier Heras‐Domingo
Adeesh Kolluru
Ammar Rizvi
Nima Shoghi
+ PDF Chat Open Catalyst 2020 (OC20) Dataset and Community Challenges 2021 Lowik Chanussot
Abhishek Das
Siddharth Goyal
Thibaut Lavril
Muhammed Shuaibi
Morgane Rivière
Kevin Tran
Javier Heras‐Domingo
Caleb Ho
Weihua Hu
+ PDF Chat ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations 2021 Weihua Hu
Muhammed Shuaibi
Abhishek Das
Siddharth Goyal
Anuroop Sriram
Jure Leskovec
Devi Parikh
C. Lawrence Zitnick
+ ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations 2021 Weihua Hu
Muhammed Shuaibi
Abhishek Das
Siddharth Goyal
Anuroop Sriram
Jure Leskovec
Devi Parikh
C. Lawrence Zitnick
+ An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage. 2020 C. Lawrence Zitnick
Lowik Chanussot
Abhishek Das
Siddharth Goyal
Javier Heras‐Domingo
Caleb Ho
Weihua Hu
Thibaut Lavril
Aini Palizhati
Morgane Rivière
+ Beyond English-Centric Multilingual Machine Translation 2020 Angela Fan
Shruti Bhosale
Holger Schwenk
Zhiyi Ma
Ahmed El-Kishky
Siddharth Goyal
Mandeep Baines
Onur Çelebi
Guillaume Wenzek
Vishrav Chaudhary
+ An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage 2020 C. Lawrence Zitnick
Lowik Chanussot
Abhishek Das
Siddharth Goyal
Javier Heras‐Domingo
Caleb Ho
Weihua Hu
Thibaut Lavril
Aini Palizhati
Morgane Rivière
+ PDF Chat NEW CORONA AND NEW CLUSTER OF GRAPHS AND THEIR WIENER INDEX S. GOYAL, P. GARG AND VISHNU NARAYAN MISHRA 2020 Siddharth Goyal
Pushkal Garg
Vishnu Narayan Mishra
Vishnu Narayan Mishra
+ CraftAssist: A Framework for Dialogue-enabled Interactive Agents 2019 Jonathan Gray
Kavya Srinet
Yacine Jernite
Haonan Yu
Zhuoyuan Chen
Demi Guo
Siddharth Goyal
C. Lawrence Zitnick
Arthur Szlam
+ Why Build an Assistant in Minecraft? 2019 Arthur Szlam
Jonathan Gray
Kavya Srinet
Yacine Jernite
Armand Joulin
Gabriel Synnaeve
Douwe Kiela
Haonan Yu
Zhuoyuan Chen
Siddharth Goyal
+ CraftAssist: A Framework for Dialogue-enabled Interactive Agents 2019 Jonathan Gray
Kavya Srinet
Yacine Jernite
Haonan Yu
Zhuoyuan Chen
Demi Guo
Siddharth Goyal
C. Lawrence Zitnick
Arthur Szlam
+ Trace norm regularization and faster inference for embedded speech recognition RNNs 2017 Markus Kliegl
Siddharth Goyal
Kexin Zhao
Kavya Srinet
Mohammad Shoeybi
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties 2018 Tian Xie
Jeffrey C. Grossman
4
+ Directional Message Passing for Molecular Graphs 2020 Johannes Klicpera
Janek Groß
Stephan Günnemann
3
+ PDF Chat Open Catalyst 2020 (OC20) Dataset and Community Challenges 2021 Lowik Chanussot
Abhishek Das
Siddharth Goyal
Thibaut Lavril
Muhammed Shuaibi
Morgane Rivière
Kevin Tran
Javier Heras‐Domingo
Caleb Ho
Weihua Hu
3
+ PDF Chat Machine learning of accurate energy-conserving molecular force fields 2017 Stefan Chmiela
Alexandre Tkatchenko
Huziel E. Sauceda
Igor Poltavsky
Kristof T. Schütt
Klaus‐Robert Müller
3
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
3
+ PDF Chat VQA: Visual Question Answering 2015 Stanislaw Antol
Aishwarya Agrawal
Jiasen Lu
Margaret Mitchell
Dhruv Batra
C. Lawrence Zitnick
Devi Parikh
3
+ Deep Reinforcement Learning with Model Learning and Monte Carlo Tree Search in Minecraft 2018 Stephan Alaniz
2
+ Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning 2017 Victor W. Zhong
Caiming Xiong
Richard Socher
2
+ Methods for comparing uncertainty quantifications for material property predictions 2020 Kevin Tran
Willie Neiswanger
Junwoong Yoon
Qingyang Zhang
Eric P. Xing
Zachary W. Ulissi
2
+ Fast Graph Representation Learning with PyTorch Geometric 2019 Matthias Fey
Jan Eric Lenssen
2
+ Neural Message Passing for Quantum Chemistry 2017 Justin Gilmer
Samuel S. Schoenholz
Patrick Riley
Oriol Vinyals
George E. Dahl
2
+ Language to Logical Form with Neural Attention 2016 Li Dong
Mirella Lapata
2
+ PDF Chat Naturalizing a Programming Language via Interactive Learning 2017 Sida I. Wang
Samuel Ginn
Percy Liang
Christopher D. Manning
2
+ Fast Graph Representation Learning with PyTorch Geometric 2019 Matthias Fey
Jan Eric Lenssen
2
+ Adam: A Method for Stochastic Optimization 2014 Diederik P. Kingma
Jimmy Ba
2
+ SchNet: A continuous-filter convolutional neural network for modeling quantum interactions 2017 Kristof T. Schütt
Pieter-Jan Kindermans
Huziel E. Sauceda
Stefan Chmiela
Alexandre Tkatchenko
Klaus‐Robert Müller
2
+ VQA: Visual Question Answering 2015 Aishwarya Agrawal
Jiasen Lu
Stanislaw Antol
Margaret Mitchell
C. Lawrence Zitnick
Dhruv Batra
Devi Parikh
2
+ Graph Attention Networks 2018 Petar Veličković
Guillem Cucurull
Arantxa Casanova
Adriana Romero
Píetro Lió
Yoshua Bengio
2
+ Exploring the Limits of Weakly Supervised Pretraining 2018 Dhruv Mahajan
Ross Girshick
Vignesh Ramanathan
Kaiming He
Manohar Paluri
Yixuan Li
Ashwin Bharambe
Laurens van der Maaten
2
+ BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning 2018 Maxime Chevalier-Boisvert
Dzmitry Bahdanau
Salem Lahlou
Lucas Willems
Chitwan Saharia
Thien Huu Nguyen
Yoshua Bengio
2
+ Relevance of Rotationally Equivariant Convolutions for Predicting Molecular Properties 2020 B. Miller
Mario Geiger
Tess Smidt
Frank Noé
2
+ Fast and Uncertainty-Aware Directional Message Passing for Non-Equilibrium Molecules 2020 Johannes Gasteiger
Shankari Giri
Johannes T. Margraf
Stephan Günnemann
2
+ Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning 2017 Tianmin Shu
Caiming Xiong
Richard Socher
2
+ BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop. 2018 Maxime Chevalier-Boisvert
Dzmitry Bahdanau
Salem Lahlou
Lucas Willems
Chitwan Saharia
Thien Huu Nguyen
Yoshua Bengio
2
+ PyTorch: An Imperative Style, High-Performance Deep Learning Library 2019 Adam Paszke
Sam Gross
Francisco Massa
Adam Lerer
James Bradbury
Gregory Chanan
Trevor Killeen
Zeming Lin
Natalia Gimelshein
Luca Antiga
2
+ Data Recombination for Neural Semantic Parsing 2016 Robin Jia
Percy Liang
2
+ PDF Chat A Deep Hierarchical Approach to Lifelong Learning in Minecraft 2017 Chen Tessler
Shahar Givony
Tom Zahavy
Daniel J. Mankowitz
Shie Mannor
2
+ PDF Chat Quantum-chemical insights from deep tensor neural networks 2017 Kristof T. Schütt
Farhad Arbabzadah
Stefan Chmiela
K. Müller
Alexandre Tkatchenko
2
+ Fast and Uncertainty-Aware Directional Message Passing for Non-Equilibrium Molecules. 2020 Johannes Klicpera
Shankari Giri
Johannes T. Margraf
Stephan Günnemann
2
+ Habitat: A Platform for Embodied AI Research 2019 Manolis Savva
Abhishek Kadian
Oleksandr Maksymets
Yili Zhao
Erik Wijmans
Bhavana Jain
Julian Straub
Jia Liu
Vladlen Koltun
Jitendra Malik
2
+ PDF Chat Embodied Question Answering 2018 Abhishek Das
Samyak Datta
Georgia Gkioxari
Stefan Lee
Devi Parikh
Dhruv Batra
2
+ AI2-THOR: An Interactive 3D Environment for Visual AI 2017 Eric Kolve
Roozbeh Mottaghi
Daniel Gordon
Yuke Zhu
Abhinav Gupta
Ali Farhadi
2
+ PDF Chat Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation 2017 Melvin Johnson
Mike Schuster
Quoc V. Le
Maxim Krikun
Yonghui Wu
Zhifeng Chen
Nikhil Thorat
Fernanda Viégas
Martin Wattenberg
Greg S. Corrado
1
+ TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games 2016 Gabriel Synnaeve
Nantas Nardelli
Alex Auvolat
Soumith Chintala
Timothée Lacroix
Zeming Lin
Florian Richoux
Nicolas Usunier
1
+ Wiener Index and Vibrational Energy 2002 Iván Gutman
И. Г. Зенкевич
1
+ TerpreT: A Probabilistic Programming Language for Program Induction 2016 Alexander L. Gaunt
Marc Brockschmidt
Rishabh Singh
Nate Kushman
Pushmeet Kohli
Jonathan M. Taylor
Daniel Tarlow
1
+ PDF Chat Epidemic predictions in an imperfect world: modelling disease spread with partial data 2015 Peter M. Dawson
Marleen Werkman
Ellen Brooks‐Pollock
Michael J. Tildesley
1
+ Big Data Meets Quantum Chemistry Approximations: The Δ-Machine Learning Approach 2015 Raghunathan Ramakrishnan
Pavlo O. Dral
Matthias Rupp
O. Anatole von Lilienfeld
1
+ SQuAD: 100,000+ Questions for Machine Comprehension of Text 2016 Pranav Rajpurkar
Jian Zhang
Konstantin Lopyrev
Percy Liang
1
+ PDF Chat AFLOW: An automatic framework for high-throughput materials discovery 2012 Stefano Curtarolo
Wahyu Setyawan
Gus L. W. Hart
Michal Jahnátek
Roman V. Chepulskii
Richard H. Taylor
Shidong Wang
Junkai Xue
Kesong Yang
Ohad Levy
1
+ Learning Language Games through Interaction 2016 Sida I. Wang
Percy Liang
Christopher D. Manning
1
+ Spectra of graphs: theory and application 1981 Gordon J. Savage
S. Toida
1
+ PDF Chat Gaussian Approximation Potentials: The Accuracy of Quantum Mechanics, without the Electrons 2010 Albert P. Bartók
M. C. Payne
Risi Kondor
Gábor Cśanyi
1
+ PDF Chat Projector augmented-wave method 1994 Peter E. Blöchl
1
+ Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift 2015 Sergey Ioffe
Christian Szegedy
1
+ Matterport3D: Learning from RGB-D Data in Indoor Environments 2017 Anne Lynn S. Chang
Angela Dai
Thomas Funkhouser
Maciej Halber
Matthias Nießner
Manolis Savva
Shuran Song
Andy Zeng
Yinda Zhang
1
+ Swish: a Self-Gated Activation Function 2017 Prajit Ramachandran
Barret Zoph
Quoc V. Le
1
+ Progressive Growing of GANs for Improved Quality, Stability, and Variation 2017 Tero Karras
Timo Aila
Samuli Laine
Jaakko Lehtinen
1
+ Explore, Exploit or Listen: Combining Human Feedback and Policy Model to Speed up Deep Reinforcement Learning in 3D Worlds 2017 Zhiyu Lin
Brent Harrison
Aaron Keech
Mark Riedl
1
+ PDF Chat Learning executable semantic parsers for natural language understanding 2016 Percy Liang
1