Ming Jiang

Orcid: 0000-0001-6439-5476

Affiliations:
  • University of Minnesota, Department of Computer Science and Engineering, Minneapolis, MN, USA
  • National University of Singapore, Department of Electrical and Computer Engineering, Singapore


According to our database1, Ming Jiang authored at least 41 papers between 2013 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Deep Learning to Interpret Autism Spectrum Disorder Behind the Camera.
IEEE Trans. Cogn. Dev. Syst., October, 2024

Every Problem, Every Step, All in Focus: Learning to Solve Vision-Language Problems With Integrated Attention.
IEEE Trans. Pattern Anal. Mach. Intell., 2024

GRACE: Graph-Based Contextual Debiasing for Fair Visual Question Answering.
Proceedings of the Computer Vision - ECCV 2024, 2024

Learning Chain of Counterfactual Thought for Bias-Robust Vision-Language Reasoning.
Proceedings of the Computer Vision - ECCV 2024, 2024

GazeXplain: Learning to Predict Natural Language Explanations of Visual Scanpaths.
Proceedings of the Computer Vision - ECCV 2024, 2024

Beyond Average: Individualized Visual Scanpath Prediction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Emotional Attention: From Eye Tracking to Computational Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

What Do Deep Saliency Models Learn about Visual Attention?
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Artificial Intelligence Enables Real-Time and Intuitive Control of Prostheses via Nerve Interface.
IEEE Trans. Biomed. Eng., 2022

Attention in Reasoning: Dataset, Analysis, and Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

New Datasets and Models for Contextual Reasoning in Visual Dialog.
Proceedings of the Computer Vision - ECCV 2022, 2022

Query and Attention Augmentation for Knowledge-Based Explainable Reasoning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

VisualHow: Multimodal Problem Solving.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
A Portable, Self-Contained Neuroprosthetic Hand with Deep Learning-Based Finger Control.
CoRR, 2021

Saliency Prediction with External Knowledge.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Self-Distillation for Few-Shot Image Captioning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Leveraging Human Attention in Novel Object Captioning.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Explicit Knowledge Incorporation for Visual Reasoning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Predicting Human Scanpaths in Visual Question Answering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
A structure-guided approach to the prediction of natural image saliency.
Neurocomputing, 2020

Leveraging Bottom-Up and Top-Down Attention for Few-Shot Object Detection.
CoRR, 2020

Predicting Core Characteristics of ASD Through Facial Emotion Recognition and Eye Tracking in Youth.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

AiR: Attention with Reasoning Capability.
Proceedings of the Computer Vision - ECCV 2020, 2020

Fantastic Answers and Where to Find Them: Immersive Question-Directed Visual Attention.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
CapVis: Toward Better Understanding of Visual-Verbal Saliency Consistency.
ACM Trans. Intell. Syst. Technol., 2019

Classifying Individuals with ASD Through Facial Emotion Recognition and Eye-Tracking.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Visual Attention in Multi-Label Image Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Image Visual Realism: From Human Perception to Machine Computation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Emotional Attention: A Study of Image Sentiment and Visual Attention.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Determining child orientation from overhead video: A multiple kernel learning approach.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Visual-verbal consistency of image saliency.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Saliency prediction with scene structural guidance.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

The Role of Visual Attention in Sentiment Prediction.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Learning Visual Attention to Identify People with Autism Spectrum Disorder.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Learning to Predict Sequences of Human Visual Fixations.
IEEE Trans. Neural Networks Learn. Syst., 2016

A Paradigm for Building Generalized Models of Human Image Perception through Data Fusion.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Multi-Camera Saliency.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

SALICON: Saliency in Context.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Saliency Prediction with Active Semantic Segmentation.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Saliency in Crowd.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Leveraging Human Fixations in Sparse Coding: Learning a Discriminative Dictionary for Saliency Prediction.
Proceedings of the IEEE International Conference on Systems, 2013


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