Tom Gedeon

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 160

Top Venues

Publications

Yue Yao, Liang Zheng, Xiaodong Yang, Milind Napthade, Tom Gedeon
Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 46 (4) (2024)
Zeyu Zhang, Khandaker Asif Ahmed, Md. Rakibul Hasan, Tom Gedeon, Md. Zakir Hossain
A Deep Learning Approach to Diabetes Diagnosis. CoRR (2024)
Md. Rakibul Hasan, Xuehan Liu, Tom Gedeon, Md. Zakir Hossain
MADE-for-ASD: A Multi-Atlas Deep Ensemble Network for Diagnosing Autism Spectrum Disorder. CoRR (2024)
Lei Wang, Xiuyuan Yuan, Tom Gedeon, Liang Zheng
Taylor Videos for Action Recognition. CoRR (2024)
Md. Rakibul Hasan, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman
LLM-GEm: Large Language Model-Guided Prediction of People's Empathy Levels towards Newspaper Article. EACL (Findings) (2024)
Weijie Tu, Weijian Deng, Tom Gedeon
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP). CoRR (2024)
Weijie Tu, Weijian Deng, Dylan Campbell, Stephen Gould, Tom Gedeon
An Empirical Study Into What Matters for Calibrating Vision-Language Models. CoRR (2024)
Md. Rakibul Hasan, Md. Zakir Hossain, Aneesh Krishna, Jessica Sharmin Rahman, Tom Gedeon
Thesis Proposal: Detecting Empathy Using Multimodal Language Model. EACL (Student Research Workshop) (2024)
Weijie Tu, Weijian Deng, Liang Zheng, Tom Gedeon
What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions? Trans. Mach. Learn. Res. 2024 (2024)
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Robert I. McKay, Saeed Anwar, Tom Gedeon
Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Xiangyu Chen, Md Ayshik Rahman Khan, Md. Rakibul Hasan, Tom Gedeon, Md. Zakir Hossain
C3-PO: A Convolutional Neural Network for COVID Onset Prediction from Cough Sounds. MMM (3) (2024)
Md Jobayer, Md. Mehedi Hasan Shawon, Md. Rakibul Hasan, Shreya Ghosh, Tom Gedeon, Md. Zakir Hossain
FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time. CoRR (2024)
Lei Wang, Jun Liu, Liang Zheng, Tom Gedeon, Piotr Koniusz
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment. CoRR (2024)
Qixiang Chen, Lei Wang, Piotr Koniusz, Tom Gedeon
Motion meets Attention: Video Motion Prompts. CoRR (2024)
Qixuan Zhang, Zhifeng Wang, Yang Liu, Zhenyue Qin, Kaihao Zhang, Sabrina B. Caldwell, Tom Gedeon
Authentic Emotion Mapping: Benchmarking Facial Expressions in Real News. CoRR (2024)
Weijie Tu, Weijian Deng, Liang Zheng, Tom Gedeon
What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions? CoRR (2024)
Lei Wang, Piotr Koniusz, Tom Gedeon, Liang Zheng
Adaptive Multi-head Contrastive Learning. CoRR (2023)
Shreya Ghosh, Zhixi Cai, Parul Gupta, Garima Sharma, Abhinav Dhall, Munawar Hayat, Tom Gedeon
Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit. CoRR (2023)
Yiqun Zhang, Zhenyu Qin, Yang Liu, Tom Gedeon, Wu Song
Advancing Multi-actor Graph Convolutions for Skeleton-Based Action Recognition. INTETAIN (2023)
Amrijit Biswas, Jingjie Li, Fahimul Hoque Shubho, Tom Gedeon, Shafin Rahman, Md. Zakir Hossain
Personality Perception Using Scenario Based Stimulation and Physiological Signals. SMC (2023)
Chayan Mondal, Duc-Son Pham, Tele Tan, Tom Gedeon, Ashu Gupta
Transformers Are All You Need to Generate Automatic Report from Chest X-ray Images. DICTA (2023)
Weijie Tu, Weijian Deng, Tom Gedeon, Liang Zheng
A Bag-of-Prototypes Representation for Dataset-Level Applications. CoRR (2023)
Yue Yao, Tom Gedeon, Liang Zheng
Large-scale Training Data Search for Object Re-identification. CVPR (2023)
Yue Yao, Xinyu Tian, Zheng Tang, Sujit Biswas, Huan Lei, Tom Gedeon, Liang Zheng
Training with Product Digital Twins for AutoRetail Checkout. CoRR (2023)
Yue Yao, Huan Lei, Tom Gedeon, Liang Zheng
Large-scale Training Data Search for Object Re-identification. CoRR (2023)
Weijie Tu, Weijian Deng, Tom Gedeon
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP). NeurIPS (2023)
Shreya Ghosh, Rakibul Hasan, Pradyumna Agrawal, Zhixi Cai, Susannah Soon, Abhinav Dhall, Tom Gedeon
Pavlok-Nudge: A Feedback Mechanism for Atomic Behaviour Modification with Snoring Usecase. CoRR (2023)
Sharifa Alghowinem, Tom Gedeon, Roland Goecke, Jeffrey F. Cohn, Gordon Parker
Interpretation of Depression Detection Models via Feature Selection Methods. IEEE Trans. Affect. Comput. 14 (1) (2023)
Cheng Jiang, Md. Rakibul Hasan, Tom Gedeon, Md. Zakir Hossain
MaskTheFER: Mask-Aware Facial Expression Recognition using Convolutional Neural Network. DICTA (2023)
Garima Sharma, Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jianfei Cai, Tom Gedeon
GraphITTI: Attributed Graph-based Dominance Ranking in Social Interaction Videos. ICMI Companion (2023)
Weijie Tu, Weijian Deng, Tom Gedeon, Liang Zheng
A Bag-of-Prototypes Representation for Dataset-Level Applications. CVPR (2023)
Abhinav Dhall, Monisha Singh, Roland Goecke, Tom Gedeon, Donghuo Zeng, Yanan Wang, Kazushi Ikeda
EmotiW 2023: Emotion Recognition in the Wild Challenge. ICMI (2023)
Md. Rakibul Hasan, Md. Zakir Hossain, Shreya Ghosh, Susannah Soon, Tom Gedeon
Empathy Detection Using Machine Learning on Text, Audiovisual, Audio or Physiological Signals. CoRR (2023)
Madhawa Perera, Tom Gedeon, Armin Haller, Matt Adcock
Using Virtual Reality to Overcome Legacy Bias in Remote Gesture Elicitation Studies. HCI (1) (2023)
Zhixi Cai, Shreya Ghosh, Abhinav Dhall, Tom Gedeon, Kalin Stefanov, Munawar Hayat
"Glitch in the Matrix!": A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization. CoRR (2023)
Zhixi Cai, Shreya Ghosh, Abhinav Dhall, Tom Gedeon, Kalin Stefanov, Munawar Hayat
: A large scale benchmark for content driven audio-visual forgery detection and localization. Comput. Vis. Image Underst. 236 (2023)
Md Rakibul Hasan, Md. Zakir Hossain, Tom Gedeon, Susannah Soon, Shafin Rahman
Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers. WASSA@ACL (2023)
Yunzhong Hou, Xingjian Leng, Tom Gedeon, Liang Zheng
Optimizing Camera Configurations for Multi-View Pedestrian Detection. CoRR (2023)
Chayan Mondal, Duc-Son Pham, Ashu Gupta, Shreya Ghosh, Tele Tan, Tom Gedeon
EfficienTransNet: An Automated Chest X-ray Report Generation Paradigm. MRAC@MM (2023)
Jo Plested, Tom Gedeon
Deep transfer learning for image classification: a survey. CoRR (2022)
Priscilla Kan John, Xuanying Zhu, Tom Gedeon, Wan Zhu
Evaluating Human Impressions of an Initiative-taking Robot. CHI Extended Abstracts (2022)
Shreya Ghosh, Abhinav Dhall, Nicu Sebe, Tom Gedeon
Automatic Prediction of Group Cohesiveness in Images. IEEE Trans. Affect. Comput. 13 (3) (2022)
Sabrina B. Caldwell, Penny Sweetser, Nicholas O'Donnell, Matthew James Knight, Matthew Aitchison, Tom Gedeon, Daniel Johnson, Margot Brereton, Marcus Gallagher, David Conroy
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability. ACM Trans. Interact. Intell. Syst. 12 (3) (2022)
Zhenyue Qin, Pan Ji, Dongwoo Kim, Yang Liu, Saeed Anwar, Tom Gedeon
Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns. ECCV Workshops (5) (2022)
Yuchi Liu, Zhongdao Wang, Tom Gedeon, Liang Zheng
How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset? ECCV (8) (2022)
Yue Yao, Liang Zheng, Xiaodong Yang, Milind Naphade, Tom Gedeon
Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond. CoRR (2022)
Tom Gedeon
Convergence of HCI & AI. SISY (2022)
Jessica Sharmin Rahman, Sabrina B. Caldwell, Richard Jones, Tom Gedeon
Brain Melody Interaction: Understanding Effects of Music on Cerebral Hemodynamic Responses. Multimodal Technol. Interact. 6 (5) (2022)
Yan Yang, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman
S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation. WACV (2022)
Xuyang Shen, Jo Plested, Sabrina B. Caldwell, Yiran Zhong, Tom Gedeon
AMF: Adaptable Weighting Fusion with Multiple Fine-tuning for Image Classification. CoRR (2022)
Zhenyue Qin, Dongwoo Kim, Yang Liu, Saeed Anwar, Tom Gedeon
Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns. CoRR (2022)
Zhenyue Qin, Tom Gedeon, Robert I. McKay
Resolving Anomalies in the Behaviour of a Modularity-Inducing Problem Domain with Distributional Fitness Evaluation. Artif. Life 28 (2) (2022)
Ying-Hsang Liu, Paul Thomas, Tom Gedeon, Nicolay Rusnachenko
Search Interfaces for Biomedical Searching: How do Gaze, User Perception, Search Behaviour and Search Performance Relate? CHIIR (2022)
Yang Liu, Saeed Anwar, Zhenyue Qin, Pan Ji, Sabrina B. Caldwell, Tom Gedeon
Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network. Sensors 22 (24) (2022)
Zhenyue Qin, Yang Liu, Madhawa Perera, Tom Gedeon, Pan Ji, Dongwoo Kim, Saeed Anwar
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark. CoRR (2022)
Jessica Sharmin Rahman, Tom Gedeon, Sabrina B. Caldwell, Richard Jones, Zi Jin
Towards Effective Music Therapy for Mental Health Care Using Machine Learning Tools: Human Affective Reasoning and Music Genres. J. Artif. Intell. Soft Comput. Res. 11 (1) (2021)
Xuyang Shen, Jo Plested, Sabrina B. Caldwell, Tom Gedeon
Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space. IJCNN (2021)
Jo Plested, Xuyang Shen, Tom Gedeon
Non-binary deep transfer learning for imageclassification. CoRR (2021)
Yang Liu, Zhenyue Qin, Saeed Anwar, Pan Ji, Dongwoo Kim, Sabrina B. Caldwell, Tom Gedeon
Invertible Denoising Network: A Light Solution for Real Noise Removal. CoRR (2021)
Yuhao Zhang, Yue Yao, Md. Zakir Hossain, Shafin Rahman, Tom Gedeon
EEG Feature Significance Analysis. ICONIP (6) (2021)
Xuyang Shen, Jo Plested, Tom Gedeon
Feature Selection on Thermal-stress Dataset. CoRR (2021)
Ruimin Chu, Jessica Sharmin Rahman, Sabrina B. Caldwell, Xuanying Zhu, Tom Gedeon
Detecting Lies: Finding the Degree of Falsehood from Observers' Physiological Responses. SMC (2021)
Tanmay Singha, Duc-Son Pham, Aneesh Krishna, Tom Gedeon
A Lightweight Multi-scale Feature Fusion Network for Real-Time Semantic Segmentation. ICONIP (2) (2021)
Zhenyue Qin, Dongwoo Kim, Tom Gedeon
Informative Class Activation Maps. CoRR (2021)
Xuyang Shen, Jo Plested, Sabrina B. Caldwell, Tom Gedeon
Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space. CoRR (2021)
Moritz Spiller, Ying-Hsang Liu, Md. Zakir Hossain, Tom Gedeon, Julia Geißler, Andreas Nürnberger
Predicting Visual Search Task Success from Eye Gaze Data as a Basis for User-Adaptive Information Visualization Systems. ACM Trans. Interact. Intell. Syst. 11 (2) (2021)
Yang Liu, Zhenyue Qin, Saeed Anwar, Pan Ji, Dongwoo Kim, Sabrina B. Caldwell, Tom Gedeon
Invertible Denoising Network: A Light Solution for Real Noise Removal. CVPR (2021)
Yiran Li, Yang Liu, Zhenyue Qin, Xuanying Zhu, Sabrina B. Caldwell, Tom Gedeon
Skeletons on the Stairs: Are They Deceptive? ICONIP (6) (2021)
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Bob McKay, Saeed Anwar, Tom Gedeon
Leveraging Third-Order Features in Skeleton-Based Action Recognition. CoRR (2021)
Madhawa Perera, Tom Gedeon, Matt Adcock, Armin Haller
Towards Self-Guided Remote User Studies - Feasibility of Gesture Elicitation using Immersive Virtual Reality. SMC (2021)
Yuchi Liu, Zhongdao Wang, Tom Gedeon, Liang Zheng
Action Units That Constitute Trainable Micro-expressions (and A Large-scale Synthetic Dataset). CoRR (2021)
Zhenyue Qin, Dongwoo Kim, Tom Gedeon
Neural Network Classifier as Mutual Information Evaluator. CoRR (2021)
Zhenyue Qin, Saeed Anwar, Dongwoo Kim, Yang Liu, Pan Ji, Tom Gedeon
Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions. CoRR (2021)
Jo Plested, Xuyang Shen, Tom Gedeon
Rethinking Binary Hyperparameters for Deep Transfer Learning. ICONIP (2) (2021)
Zishan Qin, Xuanying Zhu, Tom Gedeon
Examining Transfer Learning with Neural Network and Bidirectional Neural Network on Thermal Imaging for Deception Recognition. ICONIP (6) (2021)
Ruiqi Chen, Atiqul Islam, Tom Gedeon, Md. Zakir Hossain
Observers Pupillary Responses in Recognising Real and Posed Smiles: A Preliminary Study. CoRR (2021)
Jessica Sharmin Rahman, Tom Gedeon, Sabrina B. Caldwell, Richard L. Jones
Can Binaural Beats Increase Your Focus? Exploring the Effects of Music in Participants' Conscious and Brain Activity Responses. CHI Extended Abstracts (2021)
Yang Liu, Saeed Anwar, Zhenyue Qin, Pan Ji, Sabrina B. Caldwell, Tom Gedeon
Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network. CoRR (2021)
Zhenyue Qin, Tom Gedeon, Robert I. McKay
Resolving Anomalies in the Behaviour of a Modularity Inducing Problem Domain with Distributional Fitness Evaluation. CoRR (2021)
Rollin Omari, Robert I. McKay, Tom Gedeon
Analogical and Relational Reasoning with Spiking Neural Networks. CoRR (2020)
Yue Yao, Josephine Plested, Tom Gedeon
Information-preserving feature filter for short-term EEG signals. Neurocomputing 408 (2020)
Weiwei Hou, Hanna Suominen, Piotr Koniusz, Sabrina B. Caldwell, Tom Gedeon
A Token-Wise CNN-Based Method for Sentence Compression. ICONIP (1) (2020)
Xuyang Shen, Jo Plested, Yue Yao, Tom Gedeon
Pairwise-GAN: Pose-based View Synthesis through Pair-Wise Training. CoRR (2020)
Yang Liu, Zhenyue Qin, Saeed Anwar, Sabrina B. Caldwell, Tom Gedeon
Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable. CoRR (2020)
Amin Derakhshan, Mohammad Mikaeili, Tom Gedeon, Ali Motie Nasrabadi
Identifying the Optimal Features in Multimodal Deception Detection. Multimodal Technol. Interact. 4 (2) (2020)
Jessica Sharmin Rahman, Md. Zakir Hossain, Tom Gedeon
Are paired or single stimuli better to recognize genuine and posed smiles from observers' galvanic skin response? OZCHI (2020)
Yu Wang, Jo Plested, Tom Gedeon
MultiTune: Adaptive Integration of Multiple Fine-Tuning Models for Image Classification. ICONIP (4) (2020)
Renshang Gao, Atiqul Islam, Tom Gedeon, Md. Zakir Hossain
Identifying Real and Posed Smiles from Observers' Galvanic Skin Response and Blood Volume Pulse. ICONIP (1) (2020)
Nicholas Evans, Jo Plested, Tom Gedeon
Exploring the Correlation Between Random Convolutional Architectures and the Trained Equivalent. IJCNN (2020)
Weiwei Hou, Hanna Suominen, Piotr Koniusz, Sabrina B. Caldwell, Tom Gedeon
A Token-wise CNN-based Method for Sentence Compression. CoRR (2020)
Jessica Sharmin Rahman, Tom Gedeon, Sabrina B. Caldwell, Richard Jones
Brain Melody Informatics: Analysing Effects of Music on Brainwave Patterns. IJCNN (2020)
Yue Yao, Liang Zheng, Xiaodong Yang, Milind Naphade, Tom Gedeon
Simulating Content Consistent Vehicle Datasets with Attribute Descent. ECCV (6) (2020)
Yang Liu, Tom Gedeon, Sabrina B. Caldwell, Shouxu Lin, Zi Jin
Emotion Recognition Through Observer's Physiological Signals. CoRR (2020)
Ying-Hsang Liu, Moritz Spiller, Jinshuai Ma, Tom Gedeon, Md. Zakir Hossain, Atiqul Islam, Ralf Bierig
User Engagement with Driving Simulators: An Analysis of Physiological Signals. HCI (47) (2020)
Zhenyue Qin, Rouyi Jin, Robert Ian (Bob) McKay, Tom Gedeon
Improving Effectiveness and Efficiency in Wagner's Modularity-Evolving Artificial Gene Regulatory Networks. SSCI (2020)
Yan Yang, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition. CoRR (2020)
Xuyang Shen, Jo Plested, Yue Yao, Tom Gedeon
Pairwise-GAN: Pose-Based View Synthesis Through Pair-Wise Training. ICONIP (4) (2020)
Md. Zakir Hossain, Tom Gedeon, Ramesh S. Sankaranarayana
Using Temporal Features of Observers' Physiological Measures to Distinguish Between Genuine and Fake Smiles. IEEE Trans. Affect. Comput. 11 (1) (2020)
Xuanying Zhu, Tom Gedeon, Sabrina B. Caldwell, Richard Jones, Xiaohan Gu
Deceit Detection: Identification of Presenter's Subjective Doubt Using Affective Observation Neural Network Analysis. SMC (2020)
Abhinav Dhall, Garima Sharma, Roland Goecke, Tom Gedeon
EmotiW 2020: Driver Gaze, Group Emotion, Student Engagement and Physiological Signal based Challenges. ICMI (2020)

Tom Gedeon.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Tom Gedeon