Philip Chikontwe

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

Anomaly Detection

Multiple Instance

Image Classification

Top Venues

Publications

Miguel Luna, Philip Chikontwe, Siwoo Nam, Sang Hyun Park
Attention guided multi-scale cluster refinement with extended field of view for amodal nuclei segmentation. Comput. Biol. Medicine 170 (2024)
Ihsan Ullah, Sion An, Myeongkyun Kang, Philip Chikontwe, Hyunki Lee, Jinwoo Choi, Sanghyun Park
Video domain adaptation for semantic segmentation using perceptual consistency matching. Neural Networks 179 (2024)
Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection. AAAI (2024)
Sion An, Myeongkyun Kang, Soopil Kim, Philip Chikontwe, Li Shen, Sang Hyun Park
Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification. CoRR (2024)
Sion An, Jaehong Kim, Soopil Kim, Philip Chikontwe, Jiwook Jung, Hyejeong Jeon, Sang Hyun Park
Few-shot anomaly detection using positive unlabeled learning with cycle consistency and co-occurrence features. Expert Syst. Appl. 256 (2024)
Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli-Mosabbeb, Kilian M. Pohl, Sanghyun Park
One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation. MICCAI (2) (2023)
Siwoo Nam, Jaehoon Jeong, Miguel Luna, Philip Chikontwe, Sanghyun Park
PROnet: Point Refinement Using Shape-Guided Offset Map for Nuclei Instance Segmentation. MICCAI (1) (2023)
Myeongkyun Kang, Dong Kyu Won, Miguel Luna, Philip Chikontwe, Kyung Soo Hong, June Hong Ahn, Sanghyun Park
Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation. Neural Networks 166 (2023)
Soopil Kim, Philip Chikontwe, Sion An, Sanghyun Park
Uncertainty-aware semi-supervised few shot segmentation. Pattern Recognit. 137 (2023)
Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection. CoRR (2023)
Myeongkyun Kang, Philip Chikontwe, Dong Kyu Won, Miguel Luna, Sang Hyun Park
Structure-preserving image translation for multi-source medical image domain adaptation. Pattern Recognit. 144 (2023)
Philip Chikontwe, Soo Jeong Nam, Heounjeong Go, Meejeong Kim, Hyun Jung Sung, Sang Hyun Park
Feature Re-calibration based MIL for Whole Slide Image Classification. CoRR (2022)
Philip Chikontwe, Soo Jeong Nam, Heounjeong Go, Meejeong Kim, Hyun Jung Sung, Sanghyun Park
Feature Re-calibration Based Multiple Instance Learning for Whole Slide Image Classification. MICCAI (2) (2022)
Philip Chikontwe, Soopil Kim, Sang Hyun Park
CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification. CoRR (2022)
Siwoo Nam, Myeongkyun Kang, Dong Kyu Won, Philip Chikontwe, Byeong-Joo Noh, Heounjeong Go, Sanghyun Park
Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor. PRIME@MICCAI (2022)
Philip Chikontwe, Hyun Jung Sung, Jaehoon Jeong, Meejeong Kim, Heounjeong Go, Soo Jeong Nam, Sang Hyun Park
Weakly supervised segmentation on neural compressed histopathology with self-equivariant regularization. Medical Image Anal. 80 (2022)
Philip Chikontwe, Soopil Kim, Sang Hyun Park
CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification. CVPR (2022)
Dong Kyu Won, Euijin Jung, Sion An, Philip Chikontwe, Sang Hyun Park
Low-Dose CT Denoising Using Pseudo-CT Image Pairs. PRIME@MICCAI (2021)
Philip Chikontwe, Miguel Luna, Myeongkyun Kang, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park
Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening. Medical Image Anal. 72 (2021)
Philip Chikontwe, Yongbin Gao, Hyo Jong Lee
Transformation guided representation GAN for pose invariant face recognition. Multidimens. Syst. Signal Process. 32 (2) (2021)
Dong Kyu Won, Euijin Jung, Sion An, Philip Chikontwe, Sang Hyun Park
Self-Supervised Learning based CT Denoising using Pseudo-CT Image Pairs. CoRR (2021)
Myeongkyun Kang, Philip Chikontwe, Miguel Luna, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park
Mixing-AdaSIN: Constructing a de-biased dataset using Adaptive Structural Instance Normalization and texture Mixing. CoRR (2021)
Myeongkyun Kang, Philip Chikontwe, Miguel Luna, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park
Mixing-AdaSIN: Constructing a De-biased Dataset Using Adaptive Structural Instance Normalization and Texture Mixing. PRIME@MICCAI (2021)
Soopil Kim, Philip Chikontwe, Sang Hyun Park
Uncertainty-Aware Semi-Supervised Few Shot Segmentation. CoRR (2021)
Soopil Kim, Sion An, Philip Chikontwe, Sang Hyun Park
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation. AAAI (2021)
Sion An, Soopil Kim, Philip Chikontwe, Sang Hyun Park
Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification. IROS (2020)
Soopil Kim, Sion An, Philip Chikontwe, Sang Hyun Park
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation. CoRR (2020)
Sion An, Soopil Kim, Philip Chikontwe, Sang Hyun Park
Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification. CoRR (2020)
Philip Chikontwe, Meejeong Kim, Soo Jeong Nam, Heounjeong Go, Sang Hyun Park
Multiple Instance Learning with Center Embeddings for Histopathology Classification. MICCAI (5) (2020)
Ihsan Ullah, Philip Chikontwe, Sang Hyun Park
Real-Time Tracking of Guidewire Robot Tips Using Deep Convolutional Neural Networks on Successive Localized Frames. IEEE Access 7 (2019)
Euijin Jung, Philip Chikontwe, Xiaopeng Zong, Weili Lin, Dinggang Shen, Sang Hyun Park
Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network. IEEE Access 7 (2019)
Soopil Kim, Miguel Luna, Philip Chikontwe, Sang Hyun Park
Two-Step U-Nets for Brain Tumor Segmentation and Random Forest with Radiomics for Survival Time Prediction. BrainLes@MICCAI (1) (2019)
Ihsan Ullah, Philip Chikontwe, Sang Hyun Park
Guidewire Tip Tracking using U-Net with Shape and Motion Constraints. ICAIIC (2019)
Ihsan Ullah, Philip Chikontwe, Sang Hyun Park
Catheter Synthesis in X-Ray Fluoroscopy with Generative Adversarial Networks. PRIME@MICCAI (2019)
Philip Chikontwe, Hyo Jong Lee
Deep Multi-Task Network for Learning Person Identity and Attributes. IEEE Access 6 (2018)
Philip Chikontwe, Lee Hyo Jong
Face sketch synthesis using conditional adversarial networks. ICTC (2017)