Seong Tae Kim

CoRR, July, 2025

When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series.

[BibT_eX]

[DOI]

CoRR, June, 2025

Spatial Mask-Based Adaptive Robust Training for Video Object Segmentation With Noisy Labels.

[BibT_eX]

[DOI]

Enki Cho

Jung Uk Kim

IEEE Trans. Circuits Syst. Video Technol., May, 2025

VLM-KG: Multimodal Radiology Knowledge Graph Generation.

[BibT_eX]

[DOI]

Abdullah Abdullah

CoRR, May, 2025

Adversarial Wear and Tear: Exploiting Natural Damage for Generating Physical-World Adversarial Examples.

[BibT_eX]

[DOI]

CoRR, March, 2025

Effects of mixed sample data augmentation on interpretability of neural networks.

[BibT_eX]

[DOI]

Soyoun Won

Sung-Ho Bae

Neural Networks, 2025

PRISM: Pseudo-Labeling and Region-Based Inpainting for Synthetic Change Detection Modeling.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2025

Unified link prediction modeling for enhanced knowledge graph completion task.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

Teddysum at the NTCIR-18 HIDDEN-RAD Task: Using RAG andTree-of-Thought for Causal Explanation Generation.

[BibT_eX]

[DOI]

Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies, 2025

PCBEAR: Pose Concept Bottleneck for Explainable Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

HiCM²: Hierarchical Compact Memory Modeling for Dense Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning.

[BibT_eX]

[DOI]

Neural Networks, 2024

HiCM<sup>2</sup>: Hierarchical Compact Memory Modeling for Dense Video Captioning.

[BibT_eX]

[DOI]

CoRR, 2024

Resource-Efficient Medical Report Generation using Large Language Models.

[BibT_eX]

[DOI]

Abdullah

Ameer Hamza

CoRR, 2024

Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering.

[BibT_eX]

[DOI]

CoRR, 2024

Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain.

[BibT_eX]

[DOI]

Hyeon Bae Kim

Yong Hyun Ahn

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Dissecting Mixed-Sample Data Augmentation Models via Neural-concept Association.

[BibT_eX]

[DOI]

Soyoun Won

Sung-Ho Bae

Proceedings of the International Conference on Information Networking, 2024

Chain-of-Factors: A Zero-Shot Prompting Methodology Enabling Factor-Centric Reasoning in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2024

MonoWAD: Weather-Adaptive Diffusion Model for Robust Monocular 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

WWW: A Unified Framework for Explaining what, Where and why of Neural Networks by Interpretation of Neuron Concepts.

[BibT_eX]

[DOI]

Yong Hyun Ahn

Hyeon Bae Kim

Hafiz Syed Muhammad Bilal

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Exploiting recollection effects for memory-based video object segmentation.

[BibT_eX]

[DOI]

Image Vis. Comput., December, 2023

A Hybrid Multimodal Emotion Recognition Framework for UX Evaluation Using Generalized Mixture Functions.

[BibT_eX]

[DOI]

Sungyoung Lee

Sensors, 2023

One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era.

[BibT_eX]

[DOI]

CoRR, 2023

Analyzing Effects of Mixed Sample Data Augmentation on Model Interpretability.

[BibT_eX]

[DOI]

Soyoun Won

Sung-Ho Bae

CoRR, 2023

Time Series Anomaly Detection Using Transformer-Based GAN With Two-Step Masking.

[BibT_eX]

[DOI]

Ah-Hyung Shin

Gyeong-Moon Park

IEEE Access, 2023

Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks.

[BibT_eX]

[DOI]

Samra Irshad

Douglas P. S. Gomes

IEEE Access, 2023

Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT Scans.

[BibT_eX]

[DOI]

Michelle Xiao-Lin Foo

IEEE Access, 2023

Toward Label-Efficient Neural Network Training: Diversity-Based Sampling in Semi-Supervised Active Learning.

[BibT_eX]

[DOI]

Felix Buchert

IEEE Access, 2023

Towards Robust Audio-Based Vehicle Detection Via Importance-Aware Audio-Visual Learning.

[BibT_eX]

[DOI]

Jung Uk Kim

Proceedings of the IEEE International Conference on Acoustics, 2023

LINe: Out-of-Distribution Detection by Leveraging Important Neurons.

[BibT_eX]

[DOI]

Yong Hyun Ahn

Gyeong-Moon Park

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Robust Perturbation for Visual Explanation: Cross-Checking Mask Optimization to Avoid Class Distortion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models.

[BibT_eX]

[DOI]

CoRR, 2022

Longitudinal Self-Supervision for COVID-19 Pathology Quantification.

[BibT_eX]

[DOI]

CoRR, 2022

Theory, Applications, and Challenges of Cyber-Physical Systems 2021.

[BibT_eX]

[DOI]

Complex., 2022

Exploiting Diversity of Unlabeled Data for Label-Efficient Semi-Supervised Active Learning.

[BibT_eX]

[DOI]

Felix Buchert

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

CUA Loss: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images.

[BibT_eX]

[DOI]

CoRR, 2021

Longitudinal Brain MR Image Modeling Using Personalized Memory for Alzheimer's Disease.

[BibT_eX]

[DOI]

Umut Küçükaslan

IEEE Access, 2021

Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models.

[BibT_eX]

[DOI]

Ashkan Khakzar

Sabrina Musatian

Jonas Buchberger

Icxel Valeriano Quiroz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

OperA: Attention-Regularized Transformers for Surgical Phase Recognition.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Butterfly-Net: Spatial-Temporal Architecture For Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Neural Response Interpretation Through the Lens of Critical Pathways.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Lightweight and Effective Facial Landmark Detection using Adversarial Learning with Face Geometric Map Generative Network.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Force-Ultrasound Fusion: Bringing Spine Robotic-US to the Next "Level".

[BibT_eX]

[DOI]

David Navarro-Alarcon

Yong-Ping Zheng

IEEE Robotics Autom. Lett., 2020

Stochastic elasticity of vol-of-vol and pricing of variance swaps.

[BibT_eX]

[DOI]

Jeong-Hoon Kim

Math. Comput. Simul., 2020

Multimodal facial biometrics recognition: Dual-stream convolutional neural networks with multi-feature fusion layers.

[BibT_eX]

[DOI]

Leslie Ching Ow Tiong

Abinav Ravi Venkatakrishnan

Image Vis. Comput., 2020

Self-Supervised Out-of-Distribution Detection in Brain CT Scans.

[BibT_eX]

[DOI]

CoRR, 2020

Efficient Ensemble Model Generation for Uncertainty Estimation with Bayesian Approximation in Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Confident Coreset for Active Learning in Medical Image Analysis.

[BibT_eX]

[DOI]

Farrukh Mushtaq

CoRR, 2020

TeCNO: Surgical Phase Recognition with Multi-stage Temporal Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Spatio-Temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

Robust Ensemble Model Training via Random Layer Sampling Against Adversarial Attack.

[BibT_eX]

[DOI]

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Attended Relation Feature Representation of Facial Dynamics for Facial Authentication.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2019

Implementation of multimodal biometric recognition via multi-feature deep learning networks and feature fusion.

[BibT_eX]

[DOI]

Leslie Ching Ow Tiong

Multim. Tools Appl., 2019

Explaining Neural Networks via Perturbing Important Learned Features.

[BibT_eX]

[DOI]

CoRR, 2019

Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis.

[BibT_eX]

[DOI]

Hyebin Lee

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support, 2019

Realistic Breast Mass Generation Through BIRADS Category.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Visual evidence for interpreting diagnostic decision of deep neural network in computer-aided diagnosis.

[BibT_eX]

[DOI]

Jae-Hyeok Lee

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

Probenet: Probing Deep Networks.

[BibT_eX]

[DOI]

Jae-Hyeok Lee

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Building a Breast-Sentence Dataset: Its Usefulness for Computer-Aided Diagnosis.

[BibT_eX]

[DOI]

Hyebin Lee

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

Convolution with Logarithmic Filter Groups for Efficient Shallow CNN.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Teacher and Student Joint Learning for Compact Facial Landmark Detection Network.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

ICADx: interpretable computer aided diagnosis of breast masses.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Feature2Mass: Visual Feature Processing in Latent Space for Realistic Labeled Mass Generation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Facial Dynamics Interpreter Network: What Are the Important Relations Between Local Dynamics for Facial Trait Estimation?

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Interpretable Facial Relational Network Using Relational Importance.

[BibT_eX]

[DOI]

CoRR, 2017

Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data.

[BibT_eX]

[DOI]

CoRR, 2017

EvaluationNet: Can Human Skill be Evaluated by Deep Networks?

[BibT_eX]

[DOI]

CoRR, 2017

Adaptive attention fusion network for visual question answering.

[BibT_eX]

[DOI]

Geonmo Gu

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Multi-Scale Facial Scanning via Spatial Lstm for Latent Facial Feature Representation.

[BibT_eX]

[DOI]

Yeoreum Choi

Proceedings of the International Conference of the Biometrics Special Interest Group, 2017

2016

Spatio-temporal representation for face authentication by using multi-task learning with human attributes.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A deep facial landmarks detection with facial contour and facial components constraint.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Latent feature representation with 3-D multi-view deep convolutional neural network for bilateral analysis in digital breast tomosynthesis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Facial dynamic modelling using long short-term memory network: Analysis and application to face authentication.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015

Feature extraction from inter-view similarity of DBT projection views.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Combination of conspicuity improved synthetic mammograms and digital breast tomosynthesis: a promising approach for mass detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Region matching based on local structure information in ipsilateral digital breast tomosynthesis views.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Feature extraction from bilateral dissimilarity in digital breast tomosynthesis reconstructed volume.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

Generation of conspicuity-improved synthetic image from digital breast tomosynthesis.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Mass detection based on pooled mass probability map of 3D reconstructed slices in digital breast tomosynthesis.

[BibT_eX]

[DOI]

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2008

Safety-Ensuring Systematic Design for Service Robots.

[BibT_eX]

[DOI]

Pyung Hun Chang

Proceedings of the Smart Homes and Health Telematics, 6th International Conference, 2008

2003

Time delay control with switching action using frequency-shaped integral sliding surface.

[BibT_eX]

[DOI]

Sung-Uk Lee

Pyung Hun Chang