Gautam Singh

57 papers A* 14A 3B 2Journal 32Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Variational Physics-Informed Neural Network Framework Using Petrov-Galerkin Method for Solving Singularly Perturbed Boundary Value Problems.
CoRR
Vijay Kumar, Gautam Singh
2025 J jnl
Analysis of two-parameter singular perturbation problems via the DDG method on Shishkin mesh.
J. Appl. Math. Comput.
Amit Yadav, Gautam Singh
2025 A conf
Cross-Slice Online Federated Learning Framework for Anomaly Detection in 5G Networks.
MSWiM
Arjit Gupta, Gautam Singh, A. Antony Franklin
2025 J jnl
Development and Analysis of Chien-Physics-Informed Neural Networks for Singular Perturbation Problems.
CoRR
Gautam Singh, Sofia Haider
2025 A* conf
Dreamweaver: Learning Compositional World Models from Pixels.
ICLR
Junyeob Baek, Yi-Fu Wu, Gautam Singh, Sungjin Ahn
2025 J jnl
Dreamweaver: Learning Compositional World Representations from Pixels.
CoRR
Junyeob Baek, Yi-Fu Wu, Gautam Singh, Sungjin Ahn
2024 J jnl
Parallelized Spatiotemporal Binding.
CoRR
Gautam Singh, Yue Wang, Jiawei Yang, Boris Ivanovic, Sungjin Ahn, Marco Pavone, Tong Che
2024 A* conf
Parallelized Spatiotemporal Slot Binding for Videos.
ICML
Gautam Singh, Yue Wang, Jiawei Yang, Boris Ivanovic, Sungjin Ahn, Marco Pavone, Tong Che
2024 A* conf
Slot State Space Models.
NeurIPS
Jindong Jiang, Fei Deng, Gautam Singh, Minseung Lee, Sungjin Ahn
2024 J jnl
Slot State Space Models.
CoRR
Jindong Jiang, Fei Deng, Gautam Singh, Minseung Lee, Sungjin Ahn
2023 A* conf
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models.
NeurIPS
Yeongbin Kim, Gautam Singh, Junyeong Park, Çaglar Gülçehre, Sungjin Ahn
2023 J jnl
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models.
CoRR
Yeongbin Kim, Gautam Singh, Junyeong Park, Çaglar Gülçehre, Sungjin Ahn
2023 A* conf
Neural Systematic Binder.
ICLR
Gautam Singh, Yeongbin Kim, Sungjin Ahn
2023 A* conf
Object-Centric Slot Diffusion.
NeurIPS
Jindong Jiang, Fei Deng, Gautam Singh, Sungjin Ahn
2023 J jnl
Object-Centric Slot Diffusion.
CoRR
Jindong Jiang, Fei Deng, Gautam Singh, Sungjin Ahn
2023 J jnl
Superconvergence error analysis of discontinuous Galerkin method with interior penalties for 2D elliptic convection - diffusion - reaction problems.
Int. J. Comput. Math.
Gautam Singh, Srinivasan Natesan, Ali Sendur
2022 A* conf
Illiterate DALL-E Learns to Compose.
ICLR
Gautam Singh, Fei Deng, Sungjin Ahn
2022 J jnl
Neural Block-Slot Representations.
CoRR
Gautam Singh, Yeongbin Kim, Sungjin Ahn
2022 A* conf
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos.
NeurIPS
Gautam Singh, Yi-Fu Wu, Sungjin Ahn
2022 J jnl
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos.
CoRR
Gautam Singh, Yi-Fu Wu, Sungjin Ahn
2022 J jnl
Superconvergence error estimates of discontinuous Galerkin time stepping for singularly perturbed parabolic problems.
Numer. Algorithms
Gautam Singh, Srinivasan Natesan
2021 J jnl
A unified study on superconvergence analysis of Galerkin FEM for singularly perturbed systems of multiscale nature.
J. Appl. Math. Comput.
Maneesh Kumar Singh, Gautam Singh, Srinivasan Natesan
2021 J jnl
Illiterate DALL-E Learns to Compose.
CoRR
Gautam Singh, Fei Deng, Sungjin Ahn
2021 A* conf
Structured World Belief for Reinforcement Learning in POMDP.
ICML
Gautam Singh, Skand Vishwanath Peri, Junghyun Kim, Hyunseok Kim, Sungjin Ahn
2021 J jnl
Structured World Belief for Reinforcement Learning in POMDP.
CoRR
Gautam Singh, Skand Vishwanath Peri, Junghyun Kim, Hyunseok Kim, Sungjin Ahn
2020 J jnl
Fair Transfer of Multiple Style Attributes in Text.
CoRR
Karan Dabas, Nishtha Madaan, Vijay Arya, Sameep Mehta, Gautam Singh, Tanmoy Chakraborty
2020 A* conf
Robustifying Sequential Neural Processes.
ICML
Jaesik Yoon, Gautam Singh, Sungjin Ahn
2020 J jnl
Robustifying Sequential Neural Processes.
CoRR
Jaesik Yoon, Gautam Singh, Sungjin Ahn
2020 A* conf
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition.
ICLR
Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Weihao Sun, Gautam Singh, Fei Deng, Jindong Jiang, Sungjin Ahn
2020 J jnl
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition.
CoRR
Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Weihao Sun, Gautam Singh, Fei Deng, Jindong Jiang, Sungjin Ahn
2020 J jnl
Study of the NIPG method for two-parameter singular perturbation problems on several layer adapted grids.
J. Appl. Math. Comput.
Gautam Singh, Srinivasan Natesan
2019 A* conf
Sequential Neural Processes.
NeurIPS
Gautam Singh, Jaesik Yoon, Youngsung Son, Sungjin Ahn
2019 J jnl
Sequential Neural Processes.
CoRR
Gautam Singh, Jaesik Yoon, Youngsung Son, Sungjin Ahn
2018 — conf
A Change Tracking Framework for Financial Documents.
SCC
Nishtha Madaan, Gautam Singh, Srikanta Bedathur, Arun Kumar
2018 — conf
Fast Nearest-Neighbor Classification Using RNN in Domains with Large Number of Classes.
ICSOC Workshops
Gautam Singh, Gargi Dasgupta, Yu Deng
2018 J jnl
Generating Clues for Gender based Occupation De-biasing in Text.
CoRR
Nishtha Madaan, Gautam Singh, Sameep Mehta, Aditya Chetan, Brihi Joshi
2018 J jnl
Mining Procedures from Technical Support Documents.
CoRR
Abhirut Gupta, Abhay Khosla, Gautam Singh, Gargi Dasgupta
2018 B conf
Semantic Parsing for Technical Support Questions.
COLING
Abhirut Gupta, Anupama Ray, Gargi Dasgupta, Gautam Singh, Pooja Aggarwal, Prateeti Mohapatra
2017 J jnl
Fast Nearest-Neighbor Classification using RNN in Domains with Large Number of Classes.
CoRR
Gautam Singh, Gargi Dasgupta, Yu Deng
2017 B conf
Neev: A cognitive support agent for content improvement in hardware tickets.
IM
Nishtha Madaan, Gautam Singh, Arun Kumar, Gargi Banerjee Dasgupta
2016 J jnl
Cross-Lingual Predicate Mapping Between Linked Data Ontologies.
CoRR
Gautam Singh, Saemi Jang, Mun Yong Yi
2016 — ch.
Semantically Guided Geo-location and Modeling in Urban Environments.
Large-Scale Visual Geo-Localization
Gautam Singh, Jana Kosecká
2015 A conf
A subtractive clustering scheme for text-independent online writer identification.
ICDAR
Gautam Singh, Suresh Sundaram
2015 — —
Visual Scene Understanding through Semantic Segmentation.
Gautam Singh
2014 A conf
Introspective semantic segmentation.
WACV
Gautam Singh, Jana Kosecka
2013 J jnl
Localization in Urban Environments Using a Panoramic Gist Descriptor.
IEEE Trans. Robotics
Ana Cristina Murillo, Gautam Singh, Jana Kosecká, José Jesús Guerrero
2013 A* conf
Nonparametric Scene Parsing with Adaptive Feature Relevance and Semantic Context.
CVPR
Gautam Singh, Jana Kosecka
2012 A* conf
Acquiring semantics induced topology in urban environments.
ICRA
Gautam Singh, Jana Kosecka
2012 J jnl
Application of Bayesian Classifier for the Diagnosis of Dental Pain.
J. Medical Syst.
Subhagata Chattopadhyay, Rima M. Davis, Daphne D. Menezes, Gautam Singh, U. Rajendra Acharya, Toshiyo Tamura
2012 J jnl
RPF: a quality assessment tool for protein NMR structures.
Nucleic Acids Res.
Yuanpeng Janet Huang, Antonio Rosato, Gautam Singh, Gaetano T. Montelione
2012 J jnl
Semantic parsing of street scenes from video.
Int. J. Robotics Res.
Branislav Micusík, Jana Kosecká, Gautam Singh
2011 — conf
Language Models for Semantic Extraction and Filtering in Video Action Recognition.
Language-Action Tools for Cognitive Artificial Agents
Evelyne Tzoukermann, Jan Neumann, Jana Kosecka, Cornelia Fermüller, Ian Perera, Frank Ferraro, Benjamin Sapp, Rizwan Chaudhry, Gautam Singh
2011 — conf
Recognizing manipulation actions in arts and crafts shows using domain-specific visual and textual cues.
ICCV Workshops
Benjamin Sapp, Rizwan Chaudhry, Xiaodong Yu, Gautam Singh, Ian Perera, Francis Ferraro, Evelyne Tzoukermann, Jana Kosecka, Jan Neumann
2009 J jnl
Component-Based Approach for Educating Students in Bioinformatics.
IEEE Trans. Educ.
David Poe, Nirmala Venkatraman, Christine Hansen, Gautam Singh
2008 J jnl
Refining educational content through a closed-loop FLOW approach.
ACM SIGCSE Bull.
David Poe, Christine Hansen, Kellie McGowan, Gautam Singh
1998 J jnl
The Genome Sequence DataBase (GSDB): improving data quality and data access.
Nucleic Acids Res.
Carol Harger, M. P. Skupski, J. Bingham, Andrew D. Farmer, S. Hoisie, Peter T. Hraber, Donald Kiphart, L. Krakowski, Mia McLeod, Jolene Schwertfeger, G. A. Seluja, Adam C. Siepel, Gautam Singh, David Stamper, Peter A. Steadman, Nina Thayer, R. Thompson, P. Wargo, Mark E. Waugh, J. J. Zhuang, Peter A. Schad
1997 J jnl
The Genome Sequence DataBase version 1.0 (GSDB): from low pass sequences to complete genomes.
Nucleic Acids Res.
Carol Harger, Marian Skupski, Ethan Allen, Christopher Clark, David Crowley, Emily Dickinson, David Easley, Ada Espinosa-Lujan, Andrew D. Farmer, Chris A. Fields, Leandrita Flores, Lynn Harris, Gifford Keen, Maurice Manning, Michael P. McLeod, John O'Neill, Maria Pumilia, Rhonda Reinert, David Rider, John Rohrlich, Yolanda Romero, Jolene Schwertfeger, Gustavo Seluja, Adam C. Siepel, Gautam Singh, Linda Smyth, David Stamper, Judy Stein, Randy Suggs, Rajini Takkallapalli, Nina Thayer, Gary Thompson, Colleen Walsh, Frederick Wedgeworth III, Peter A. Schad