Jongseong Jang

Orcid: 0000-0001-6556-0365

According to our database1, Jongseong Jang authored at least 19 papers between 2013 and 2024.

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Bibliography

2024
Pan-cancer gene set discovery via scRNA-seq for optimal deep learning based downstream tasks.
CoRR, 2024

EXAONEPath 1.0 Patch-level Foundation Model for Pathology.
CoRR, 2024

2023
TransCAM: Transformer attention-based CAM refinement for Weakly supervised semantic segmentation.
J. Vis. Commun. Image Represent., April, 2023

2022
A Pattern-Driven Stochastic Degradation Model for the Prediction of Remaining Useful Life of Rechargeable Batteries.
IEEE Trans. Ind. Informatics, 2022

Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders.
CoRR, 2022

TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation.
CoRR, 2022

Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
ExCon: Explanation-driven Supervised Contrastive Learning for Image Classification.
CoRR, 2021

Look at here : Utilizing supervision to attend subtle key regions.
CoRR, 2021

EDDA: Explanation-driven Data Augmentation to Improve Model and Explanation Alignment.
CoRR, 2021

Ada-Sise: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021

Integrated Grad-Cam: Sensitivity-Aware Visual Explanation of Deep Convolutional Networks Via Integrated Gradient-Based Scoring.
Proceedings of the IEEE International Conference on Acoustics, 2021

Online Class-Incremental Continual Learning with Adversarial Shapley Value.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Adversarial Shapley Value Experience Replay for Task-Free Continual Learning.
CoRR, 2020

2019
Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2017
Real-time Triple-modal Photoacoustic, Ultrasound, and Magnetic Resonance Fusion Imaging of Humans.
IEEE Trans. Medical Imaging, 2017

2014
Co-segmentation of inter-subject brain magnetic resonance images.
Proceedings of the 11th International Conference on Ubiquitous Robots and Ambient Intelligence, 2014

2013
Safety management algorithm for telesurgical robot system for brain tumor surgery.
Proceedings of the 44th Internationel Symposium on Robotics, 2013


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