Gautam Singh

Orcid: 0000-0002-0570-2170

According to our database1, Gautam Singh authored at least 39 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Parallelized Spatiotemporal Binding.
CoRR, 2024

2023
Superconvergence error analysis of discontinuous Galerkin method with interior penalties for 2D elliptic convection - diffusion - reaction problems.
Int. J. Comput. Math., May, 2023

Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Object-Centric Slot Diffusion.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Neural Systematic Binder.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Superconvergence error estimates of discontinuous Galerkin time stepping for singularly perturbed parabolic problems.
Numer. Algorithms, 2022

Neural Block-Slot Representations.
CoRR, 2022

Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Illiterate DALL-E Learns to Compose.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
A unified study on superconvergence analysis of Galerkin FEM for singularly perturbed systems of multiscale nature.
J. Appl. Math. Comput., June, 2021

Structured World Belief for Reinforcement Learning in POMDP.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Study of the NIPG method for two-parameter singular perturbation problems on several layer adapted grids.
J. Appl. Math. Comput., June, 2020

Fair Transfer of Multiple Style Attributes in Text.
CoRR, 2020

Robustifying Sequential Neural Processes.
Proceedings of the 37th International Conference on Machine Learning, 2020

SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Sequential Neural Processes.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Mining Procedures from Technical Support Documents.
CoRR, 2018

Generating Clues for Gender based Occupation De-biasing in Text.
CoRR, 2018

Fast Nearest-Neighbor Classification Using RNN in Domains with Large Number of Classes.
Proceedings of the Service-Oriented Computing - ICSOC 2018 Workshops, 2018

Semantic Parsing for Technical Support Questions.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

A Change Tracking Framework for Financial Documents.
Proceedings of the 2018 IEEE International Conference on Services Computing, 2018

2017
Neev: A cognitive support agent for content improvement in hardware tickets.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

2016
Semantically Guided Geo-location and Modeling in Urban Environments.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2016

Cross-Lingual Predicate Mapping Between Linked Data Ontologies.
CoRR, 2016

2015
Visual Scene Understanding through Semantic Segmentation.
PhD thesis, 2015

A subtractive clustering scheme for text-independent online writer identification.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014
Introspective semantic segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

2013
Localization in Urban Environments Using a Panoramic Gist Descriptor.
IEEE Trans. Robotics, 2013

Nonparametric Scene Parsing with Adaptive Feature Relevance and Semantic Context.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
RPF: a quality assessment tool for protein NMR structures.
Nucleic Acids Res., 2012

Application of Bayesian Classifier for the Diagnosis of Dental Pain.
J. Medical Syst., 2012

Semantic parsing of street scenes from video.
Int. J. Robotics Res., 2012

Acquiring semantics induced topology in urban environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2011
Recognizing manipulation actions in arts and crafts shows using domain-specific visual and textual cues.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Language Models for Semantic Extraction and Filtering in Video Action Recognition.
Proceedings of the Language-Action Tools for Cognitive Artificial Agents, 2011

2009
Component-Based Approach for Educating Students in Bioinformatics.
IEEE Trans. Educ., 2009

2008
Refining educational content through a closed-loop FLOW approach.
ACM SIGCSE Bull., 2008

1998
The Genome Sequence DataBase (GSDB): improving data quality and data access.
Nucleic Acids Res., 1998

1997
The Genome Sequence DataBase version 1.0 (GSDB): from low pass sequences to complete genomes.
Nucleic Acids Res., 1997


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