Personal information

Activities

Employment (2)

Singapore University of Technology and Design: Singapore, SG

2022-07 to present | Adjunct Assistant Professor
Employment
Source: Self-asserted source
Cheston Tan

Institute for Infocomm Research: Singapore, SG

2012 to present | Senior Principal Scientist II
Employment
Source: Self-asserted source
Cheston Tan

Education and qualifications (2)

Massachusetts Institute of Technology: Cambridge, Massachusetts, US

2006 to 2012 | Doctor of Philosophy (Brain and Cognitive Sciences)
Education
Source: Self-asserted source
Cheston Tan

University of California, Berkeley: Berkeley, California, US

1999 to 2003 | Bachelor of Science (Electrical Engineering and Computer Science)
Education
Source: Self-asserted source
Cheston Tan

Professional activities (5)

NeurIPS conference: Vancouver, CA

2024 to present | Senior Area Chair
Service
Source: Self-asserted source
Cheston Tan

IJCAI conference: Jeju, KR

2023 to present | Senior Program Committee
Service
Source: Self-asserted source
Cheston Tan

ICLR conference: Vienna, AT

2023 to present | Area Chair
Service
Source: Self-asserted source
Cheston Tan

Ubiquitous Robots Conference: Honolulu, HI, US

2023-06 | Best Application Paper Award
Distinction
Source: Self-asserted source
Cheston Tan

NeurIPS conference: Lake Tahoe, NV, US

2013-12 | Travel Award
Distinction
Source: Self-asserted source
Cheston Tan

Funding (4)

Human-Robot Collaborative AI for Advanced Manufacuting and Engineering

2018-11 to 2023-11 | Grant
Agency for Science, Technology and Research (Singapore, SG)
GRANT_NUMBER:

A18A2b0046

Source: Self-asserted source
Cheston Tan

Rapid, Anticipatory Action and Event Recognition

2017 to 2021 | Grant
National Research Foundation (Singapore, SG)
Source: Self-asserted source
Cheston Tan

Human-Centric Artificial Intelligence

2017 to 2020 | Grant
Agency for Science, Technology and Research (Singapore, SG)
Source: Self-asserted source
Cheston Tan

REVIVE: Reverse Engineering Visual Intelligence for Cognitive Enhancement

2014 to 2018 | Grant
Agency for Science, Technology and Research (Singapore, SG)
Source: Self-asserted source
Cheston Tan

Works (50 of 66)

Items per page:
Page 1 of 2

Robustness of Utilizing Feedback in Embodied Visual Navigation

arXiv
2023 | Other
EID:

2-s2.0-85152125076

Part of ISSN: 23318422
Contributors: Zhang, J.; Yu, S.; Duan, J.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

A nonlinear hidden layer enables actor-critic agents to learn multiple paired association navigation

Cerebral Cortex
2022 | Journal article
EID:

2-s2.0-85138445770

Part of ISSN: 14602199 10473211
Contributors: Ganesh Kumar, M.; Tan, C.; Libedinsky, C.; Yen, S.-C.; Tan, A.Y.Y.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

A Survey of Embodied AI: From Simulators to Research Tasks

IEEE Transactions on Emerging Topics in Computational Intelligence
2022 | Journal article
EID:

2-s2.0-85123683090

Part of ISSN: 2471285X
Contributors: Duan, J.; Yu, S.; Tan, H.L.; Zhu, H.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

A Survey on Machine Learning Approaches for Modelling Intuitive Physics

IJCAI International Joint Conference on Artificial Intelligence
2022 | Conference paper
EID:

2-s2.0-85137865999

Part of ISSN: 10450823
Contributors: Duan, J.; Dasgupta, A.; Fischer, J.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

ABCDE: AN AGENT-BASED COGNITIVE DEVELOPMENT ENVIRONMENT

arXiv
2022 | Other
EID:

2-s2.0-85133118110

Part of ISSN: 23318422
Contributors: Ye, J.; Duan, J.; Yu, S.; Wen, B.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

Abductive Action Inference

arXiv
2022 | Other
EID:

2-s2.0-85141428447

Part of ISSN: 23318422
Contributors: Tan, C.; Yeo, C.K.; Tan, C.; Fernando, B.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

Good Time to Ask: A Learning Framework for Asking for Help in Embodied Visual Navigation

arXiv
2022 | Other
EID:

2-s2.0-85133359875

Part of ISSN: 23318422
Contributors: Zhang, J.; Yu, S.; Duan, J.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

Self-Supervised Superpixel Correspondences for Video Object Segmentation

ACM International Conference Proceeding Series
2022 | Conference paper
EID:

2-s2.0-85153330907

Contributors: Tan, C.; Yeo, C.K.; Tan, C.; Fernando, B.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Book
EID:

2-s2.0-85142744782

Part of ISSN: 16113349 03029743
Contributors: Jaiswal, S.; Fernando, B.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

A DIAGNOSTIC STUDY OF VISUAL QUESTION ANSWERING WITH ANALOGICAL REASONING

Proceedings - International Conference on Image Processing, ICIP
2021 | Conference paper
EID:

2-s2.0-85125558731

Part of ISSN: 15224880
Contributors: Huang, Z.; Zhu, H.; Sun, Y.; Choi, D.; Tan, C.; Lim, J.-H.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

A Survey of Embodied AI: From Simulators to Research Tasks

arXiv
2021 | Other
EID:

2-s2.0-85104042386

Part of ISSN: 23318422
Contributors: Duan, J.; Yu, S.; Tan, H.L.; Zhu, H.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee

Advances in Neural Information Processing Systems
2021 | Conference paper
EID:

2-s2.0-85118849104

Part of ISSN: 10495258
Contributors: Fan, F.X.; Ma, Y.; Dai, Z.; Jing, W.; Tan, C.; Low, B.K.H.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

One-shot learning of paired association navigation with biologically plausible schemas

arXiv
2021 | Other
EID:

2-s2.0-85152519180

Part of ISSN: 23318422
Contributors: Kumar, M.G.; Tan, C.; Libedinsky, C.; Yen, S.-C.; Tan, A.Y.Y.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

Space: A simulator for physical interactions and causal learning in 3D environments

arXiv
2021 | Other
EID:

2-s2.0-85113849733

Part of ISSN: 23318422
Contributors: Duan, J.; Jian, S.Y.B.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

SPACE: A Simulator for Physical Interactions and Causal Learning in 3D Environments

Proceedings of the IEEE International Conference on Computer Vision
2021 | Conference paper
EID:

2-s2.0-85121114990

Part of ISSN: 15505499
Contributors: Duan Nanyang, J.; Yu Bai Jian, S.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs

arXiv
2021 | Other
EID:

2-s2.0-85141794721

Part of ISSN: 23318422
Contributors: Jaiswal, S.; Fernando, B.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

One-shot learning of paired associations by a reservoir computing model with Hebbian plasticity

2021-06-07 | Preprint
Source: Self-asserted source
Cheston Tan

A Survey of Embodied AI: From Simulators to Research Tasks

2021-03-08 | Preprint
Source: Self-asserted source
Cheston Tan

A comprehensive survey of procedural video datasets

Computer Vision and Image Understanding
2021-01 | Journal article
Part of ISSN: 1077-3142
Source: Self-asserted source
Cheston Tan

6D Pose Estimation with Correlation Fusion

2020 25th International Conference on Pattern Recognition (ICPR)
2021-01-10 | Conference paper
Part of ISBN: 9781728188089
Source: Self-asserted source
Cheston Tan

Neural correlates of retrieval-based enhancement of autobiographical memory in older adults

Scientific Reports
2020-12 | Journal article
Part of ISSN: 2045-2322
Source: Self-asserted source
Cheston Tan

Actionet: An Interactive End-To-End Platform For Task-Based Data Collection And Augmentation In 3D Environment

2020 IEEE International Conference on Image Processing (ICIP)
2020-10 | Conference paper
Part of ISBN: 9781728163956
Source: Self-asserted source
Cheston Tan

Weakly Supervised Gaussian Networks for Action Detection

2020 IEEE Winter Conference on Applications of Computer Vision (WACV)
2020-03 | Conference paper
Part of ISBN: 9781728165530
Source: Self-asserted source
Cheston Tan

Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning

2019 IEEE International Conference on Robotics and Biomimetics (ROBIO)
2019-12 | Conference paper
Part of ISBN: 9781728163215
Source: Self-asserted source
Cheston Tan

An End-To-End Network for Generating Social Relationship Graphs

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2019-06 | Conference paper
Source: Self-asserted source
Cheston Tan

A Probabilistic Model of Social Working Memory for Information Retrieval in Social Interactions

IEEE Transactions on Cybernetics
2018-05 | Journal article
Part of ISSN: 2168-2267
Part of ISSN: 2168-2275
Source: Self-asserted source
Cheston Tan

Neurogenesis and multiple plasticity mechanisms enhance associative memory retrieval in a spiking network model of the hippocampus

AAAI Spring Symposium - Technical Report
2017 | Conference paper
EID:

2-s2.0-85028706458

Contributors: Chua, Y.; Tan, C.
Source: Self-asserted source
Cheston Tan via Scopus - Elsevier

Vision and Memory: Looking Beyond Immediate Visual Perception

Computational and Cognitive Neuroscience of Vision
2017 | Book chapter
Part of ISBN: 9789811002113
Part of ISBN: 9789811002137
Part of ISSN: 2195-3988
Part of ISSN: 2195-3996
Source: Self-asserted source
Cheston Tan
grade
Preferred source (of 2)‎

The effect of different types of navigation assistance on indoor scene memorability

Behaviour & Information Technology
2017-09-02 | Journal article
Part of ISSN: 0144-929X
Part of ISSN: 1362-3001
Source: Self-asserted source
Cheston Tan

Learning cognitive manifolds of faces

2017 IEEE 2nd International Conference on Signal and Image Processing (ICSIP)
2017-08 | Conference paper
Source: Self-asserted source
Cheston Tan

Object Detection Meets Knowledge Graphs

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence
2017-08 | Conference paper
Part of ISBN: 9780999241103
Source: Self-asserted source
Cheston Tan

A Wearable Virtual Usher for Vision-Based Cognitive Indoor Navigation

IEEE Transactions on Cybernetics
2017-04 | Journal article
Part of ISSN: 2168-2267
Part of ISSN: 2168-2275
Source: Self-asserted source
Cheston Tan

Neurogenesis and multiple plasticity mechanisms enhance associative memory retrieval in a spiking network model of the hippocampus

2017-04-25 | Preprint
Source: Self-asserted source
Cheston Tan

Summarization of Egocentric Videos: A Comprehensive Survey

IEEE Transactions on Human-Machine Systems
2016 | Journal article
Part of ISSN: 2168-2291
Part of ISSN: 2168-2305
Source: Self-asserted source
Cheston Tan

SocioGlass: social interaction assistance with face recognition on google glass

Scientific Phone Apps and Mobile Devices
2016-12 | Journal article
Part of ISSN: 2364-4958
Source: Self-asserted source
Cheston Tan

Neural Tuning Size in a Model of Primate Visual Processing Accounts for Three Key Markers of Holistic Face Processing

PLOS ONE
2016-03-17 | Journal article
Part of ISSN: 1932-6203
Source: Self-asserted source
Cheston Tan

A Wearable Face Recognition System on Google Glass for Assisting Social Interactions

Computer Vision - ACCV 2014 Workshops
2015 | Book chapter
Part of ISBN: 9783319166339
Part of ISBN: 9783319166346
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Cheston Tan

Benchmarking neuromorphic vision: lessons learnt from computer vision

Frontiers in Neuroscience
2015-10-13 | Journal article
Part of ISSN: 1662-453X
Source: Self-asserted source
Cheston Tan

The effect of repetition priming on spatial memory during backtracking in a novel environment

Cognitive Processing
2015-09 | Journal article
Part of ISSN: 1612-4782
Part of ISSN: 1612-4790
Source: Self-asserted source
Cheston Tan

Deep Convolutional Networks are Hierarchical Kernel Machines

2015-08-05 | Preprint
Source: Self-asserted source
Cheston Tan

Exploring users' attitudes towards social interaction assistance on Google Glass

Proceedings of the 6th Augmented Human International Conference
2015-03-09 | Conference paper
Source: Self-asserted source
Cheston Tan

A wearable virtual guide for context-aware cognitive indoor navigation

Proceedings of the 16th international conference on Human-computer interaction with mobile devices & services - MobileHCI '14
2014 | Conference paper
Source: Self-asserted source
Cheston Tan

Incremental Graph Clustering for Efficient Retrieval from Streaming Egocentric Video Data

2014 22nd International Conference on Pattern Recognition
2014-08 | Conference paper
Part of ISBN: 9781479952090
Source: Self-asserted source
Cheston Tan

Human Perception of Visual Realism for Photo and Computer-Generated Face Images

ACM Transactions on Applied Perception
2014-07 | Journal article
Part of ISSN: 1544-3558
Part of ISSN: 1544-3965
Source: Self-asserted source
Cheston Tan

An Automated Estimator of Image Visual Realism Based on Human Cognition

2014 IEEE Conference on Computer Vision and Pattern Recognition
2014-06 | Conference paper
Source: Self-asserted source
Cheston Tan

Efficient Retrieval from Large-Scale Egocentric Visual Data Using a Sparse Graph Representation

2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops
2014-06 | Conference paper
Part of ISBN: 9781479943081
Source: Self-asserted source
Cheston Tan

Understanding the Nature of First-Person Videos: Characterization and Classification Using Low-Level Features

2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops
2014-06 | Conference paper
Source: Self-asserted source
Cheston Tan

Neural tuning size is a key factor underlying holistic face processing

2014-06-15 | Preprint
Source: Self-asserted source
Cheston Tan

Robust and Efficient Saliency Modeling from Image Co-Occurrence Histograms

IEEE Transactions on Pattern Analysis and Machine Intelligence
2014-01 | Journal article
Part of ISSN: 0162-8828
Part of ISSN: 2160-9292
Source: Self-asserted source
Cheston Tan

A Wearable Cognitive Vision System for Navigation Assistance in Indoor Environment

Neural Information Processing
2013 | Conference paper
Part of ISBN: 9783642420504
Part of ISBN: 9783642420511
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Cheston Tan
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