Soo-Hyung Kim

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All published works

Action	Title	Year	Authors
+ PDF Chat	Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model	2024	Quang Vinh Nguyễn Thanh Hoang Son Vo Sae‐Ryung Kang Soo-Hyung Kim
+ PDF Chat	KAN-Based Fusion of Dual-Domain for Audio-Driven Facial Landmarks Generation	2024	Vo Thanh Hoang Son Nguyễn Quang Vịnh Soo-Hyung Kim
+ PDF Chat	Leveraging WaveNet for Dynamic Listening Head Modeling from Speech	2024	Minh Nhut Nguyen Hyung-Jeong Yang Seungwon Kim Ji-eun Shin Soo-Hyung Kim
+ PDF Chat	Transformer with Leveraged Masked Autoencoder for video-based Pain Assessment	2024	Minh-Duc Nguyen Hyung-Jeong Yang Soo-Hyung Kim Ji-eun Shin Seungwon Kim
+ PDF Chat	Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation	2024	Quang Vinh Nguyễn Van Thong Huynh Soo-Hyung Kim
+ PDF Chat	Mental workload estimation with electroencephalogram signals by combining multi-space deep models	2024	Hong-Hai Nguyen Ngumimi Karen Iyortsuun Seungwon Kim Hyung-Jeong Yang Soo-Hyung Kim
+	DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation	2023	Tu N. Vu Van Thong Huynh Hyung-Jeong Yang Soo-Hyung Kim Shah Nawaz Karthik Nandakumar Muhammad Zaigham Zaheer
+ PDF Chat	Prediction of evoked expression from videos with temporal position fusion	2023	Van Thong Huynh Hyung-Jeong Yang Guee-Sang Lee Soo-Hyung Kim
+	Generic Event Boundary Detection in Video with Pyramid Features	2023	Van Thong Huynh Hyung-Jeong Yang Guee-Sang Lee Soo-Hyung Kim
+ PDF Chat	Affective Behavior Analysis Using Action Unit Relation Graph and Multi-task Cross Attention	2023	Dang-Khanh Nguyen Sudarshan Pant Ngoc-Huynh Ho Guee-Sang Lee Soo-Hyung Kim Hyung-Jeong Yang
+	CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting	2023	Simon Graham Quoc Dang Vu Mostafa Jahanifar Martin Weigert Uwe Schmidt Wen‐Hua Zhang Jun Zhang Sen Yang Jinxi Xiang Xiyue Wang
+	Vision Transformer for Action Units Detection	2023	Tu Vu Van Thong Huynh Soo-Hyung Kim
+	Multi-scale Transformer-based Network for Emotion Recognition from Multi Physiological Signals	2023	Tu Vu Van Thong Huynh Soo-Hyung Kim
+	DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation	2023	Vu Ngoc Tu Van Thong Huynh Hyung-Jeong Yang Muhammad Zaigham Zaheer Shah Nawaz Karthik Nandakumar Soo-Hyung Kim
+	Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models	2023	Hong-Hai Nguyen Ngumimi Karen Iyortsuun Hyung-Jeong Yang Guee-Sang Lee Soo-Hyung Kim
+ PDF Chat	Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst	2022	Dang-Linh Trinh Minh-Cong Vo Soo-Hyung Kim Hyung-Jeong Yang Guee-Sang Lee
+	An Ensemble Approach for Facial Expression Analysis in Video	2022	Hong-Hai Nguyen Van Thong Huynh Soo-Hyung Kim
+	MF-Hovernet: An Extension of Hovernet for Colon Nuclei Identification and Counting (CoNiC) Challenge	2022	Vi Thi-Tuong Vo Soo-Hyung Kim Taebum Lee
+	Facial Expression Classification using Fusion of Deep Neural Network in Video for the 3rd ABAW3 Competition	2022	Kim Ngan Phan Hong-Hai Nguyen Van Thong Huynh Soo-Hyung Kim
+	An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning	2022	Irfan Haider Minh-Trieu Tran Soo-Hyung Kim Hyung-Jeong Yang Guee-Sang Lee
+	Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique.	2021	Phan Tran Dac Thinh Hoàng Mạnh Hùng Hyung-Jeong Yang Soo-Hyung Kim Guee-Sang Lee
+	Temporal Convolution Networks with Positional Encoding for Evoked Expression Estimation.	2021	Van Thong Huynh Guee-Sang Lee Hyung-Jeong Yang Soo-Hyung Kim
+ PDF Chat	Survival time prediction by integrating cox proportional hazards network and distribution function network	2021	Eu‐Tteum Baek Hyung-Jeong Yang Soo-Hyung Kim Guee Sang Lee In‐Jae Oh Sae‐Ryung Kang Jung‐Joon Min
+	Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique	2021	Phan Tran Dac Thinh Hoàng Mạnh Hùng Hyung-Jeong Yang Soo-Hyung Kim Guee-Sang Lee
+ PDF Chat	Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model	2020	Nhu-Tai Do Tram-Tran Nguyen-Quynh Soo-Hyung Kim
+ PDF Chat	The 1st Agriculture-Vision Challenge: Methods and Results	2020	Mang Tik Chiu Xingqian Xu Kai Wang Jennifer Hobbs Naira Hovakimyan Thomas S. Huang Humphrey Shi Yunchao Wei Zilong Huang Alexander G. Schwing
+	Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model	2020	Nhu-Tai Do Tram-Tran Nguyen-Quynh Soo-Hyung Kim
+	The 1st Agriculture-Vision Challenge: Methods and Results	2020	Mang Tik Chiu Xingqian Xu Kai Wang Jennifer Hobbs Naira Hovakimyan Thomas S. Huang Humphrey Shi Yunchao Wei Zilong Huang Alexander G. Schwing
+ PDF Chat	Semantic Segmentation of the Eye With a Lightweight Deep Network and Shape Correction	2020	Van Thong Huynh Hyung-Jeong Yang Guee-Sang Lee Soo-Hyung Kim
+	Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge	2020	Hoàng Mạnh Hùng Hyung-Jeong Yang Soo-Hyung Kim Guee-Sang Lee
+	Eye Semantic Segmentation with a Lightweight Model	2019	Van Thong Huynh Soo-Hyung Kim Guee-Sang Lee Hyung-Jeong Yang
+ PDF Chat	Eye Semantic Segmentation with A Lightweight Model	2019	Van Thong Huynh Soo-Hyung Kim Guee-Sang Lee Hyung-Jeong Yang
+	Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet	2019	Hai-Duong Nguyen In Seop Na Soo-Hyung Kim
+	Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features	2019	Hai Duong Nguyen Soo-Hyung Kim
+	A New and Practical Design of Cancellable Biometrics: Index-of-Max Hashing.	2017	Zhe Jin Yen-Lung Lai Jung Yeon Hwang Soo-Hyung Kim Andrew Beng Jin Teoh

Common Coauthors

Coauthor	Papers Together
Hyung-Jeong Yang	19
Van Thong Huynh	15
Guee-Sang Lee	13
Seungwon Kim	3
Hoàng Mạnh Hùng	3
In Seop Na	3
Zilong Huang	2
Sungho Kim	2
Wang Yin	2
Hyunseong Park	2
Ivan Dozier	2
Sanjay N. Talbar	2
Hao Sheng	2
Thomas S. Huang	2
Karen Ghandilyan	2
Prasad Dutande	2
Muhammad Zaigham Zaheer	2
Rodrigo Trevisan	2
Sae‐Ryung Kang	2
Mang Tik Chiu	2
Humphrey Shi	2
Vi Thi-Tuong Vo	2
Jennifer Hobbs	2
Ngumimi Karen Iyortsuun	2
Shah Nawaz	2
Taebum Lee	2
Shubham Innani	2
Nhu-Tai Do	2
Ji-eun Shin	2
Róbert Brunner	2
Jianyu Tang	2
Xingqian Xu	2
Bingchen Zhao	2
Alexander G. Schwing	2
Alexandre Barbosa	2
Wyatt Dozier	2
Michael Kampffmeyer	2
Phan Tran Dac Thinh	2
Quang Vinh Nguyễn	2
Karthik Nandakumar	2
Ujjwal Baid	2
Bhakti Baheti	2
Ram Rajagopal	2
Naira Hovakimyan	2
Robert Jenssen	2
Hong-Hai Nguyen	2
Tram-Tran Nguyen-Quynh	2
Yunchao Wei	2
Shaozuo Yu	2
Siwei Yang	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	MobileNetV2: Inverted Residuals and Linear Bottlenecks	2018	Mark Sandler Andrew Howard Menglong Zhu Andrey Zhmoginov Liang-Chieh Chen	6
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	5
+ PDF Chat	Squeeze-and-Excitation Networks	2019	Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu	4
+	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	2019	Mingxing Tan Quoc V. Le	4
+ PDF Chat	VGGFace2: A Dataset for Recognising Faces across Pose and Age	2018	Qiong Cao Li Shen Weidi Xie Omkar Parkhi Andrew Zisserman	4
+	OpenEDS: Open Eye Dataset	2019	Stephan J. Garbin Yiru Shen Immo Schuetz Robert Cavin Gregory Hughes Sachin S. Talathi	3
+ PDF Chat	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	3
+	Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace	2019	Dimitrios Kollias Stefanos Zafeiriou	3
+ PDF Chat	Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation	2018	Diego R. Lucio Rayson Laroca Evair Borges Severo Alceu S. Britto David Menotti	3
+ PDF Chat	Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond	2019	Dimitrios Kollias Panagiotis Tzirakis Mihalis A. Nicolaou Athanasios Papaioannou Guoying Zhao Björn Schüller Irene Kotsia Stefanos Zafeiriou	3
+ PDF Chat	Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	2015	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+ PDF Chat	Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation	2018	Yunchao Wei Huaxin Xiao Humphrey Shi Zequn Jie Jiashi Feng Thomas S. Huang	3
+ PDF Chat	DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs	2017	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille	3
+ PDF Chat	Residual Dense Network for Image Super-Resolution	2018	Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Yun Fu	2
+	A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions.	2018	Dimitrios Kollias Stefanos Zafeiriou	2
+ PDF Chat	Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net	2018	Xingang Pan Ping Luo Jianping Shi Xiaoou Tang	2
+ PDF Chat	Analysing Affective Behavior in the First ABAW 2020 Competition	2020	Dimitrios Kollias Attila Schulc Elnar Hajiyev Stefanos Zafeiriou	2
+ PDF Chat	Towards Learning a Universal Non-Semantic Representation of Speech	2020	Joel Shor Aren Jansen Ronnie Maor Oran Lang Omry Tuval Félix de Chaumont Quitry Marco Tagliasacchi Ira Shavitt Dotan Emanuel Yinnon Haviv	2
+ PDF Chat	Classifying Radio Galaxies with the Convolutional Neural Network	2017	A. K. Aniyan K. Thorat	2
+	MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications	2017	Andrew Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand Marco Andreetto Hartwig Adam	2
+ PDF Chat	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	2
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	2
+ PDF Chat	CCNet: Criss-Cross Attention for Semantic Segmentation	2019	Zilong Huang Xinggang Wang Lichao Huang Chang Huang Yunchao Wei Wenyu Liu	2
+ PDF Chat	Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation	2020	Zhonghao Wang Mo Yu Yunchao Wei Rogério Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi	2
+ PDF Chat	CNN architectures for large-scale audio classification	2017	Shawn Hershey Sourish Chaudhuri Daniel P. W. Ellis Jort F. Gemmeke Aren Jansen Robert C. Moore Manoj Plakal Devin Platt Rif A. Saurous Bryan Seybold	2
+ PDF Chat	Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning	2019	Rui Qian Yunchao Wei Humphrey Shi Jiachen Li Jiaying Liu Thomas S. Huang	2
+ PDF Chat	Class-Balanced Loss Based on Effective Number of Samples	2019	Yin Cui Menglin Jia Tsung-Yi Lin Yang Song Serge Belongie	2
+	Analysing Affective Behavior in the First ABAW 2020 Competition.	2020	Dimitrios Kollias Attila Schulc Elnar Hajiyev Stefanos Zafeiriou	2
+	Differentiable Learning-to-Normalize via Switchable Normalization	2018	Ping Luo Jiamin Ren Zhanglin Peng Ruimao Zhang Jingyu Li	2
+ PDF Chat	Cyclical Learning Rates for Training Neural Networks	2017	Leslie N. Smith	2
+ PDF Chat	SPGNet: Semantic Prediction Guidance for Scene Parsing	2019	Bowen Cheng Liang-Chieh Chen Yunchao Wei Yukun Zhu Zilong Huang Jinjun Xiong Thomas S. Huang Wen‐mei Hwu Humphrey Shi Uiuc Uiuc	2
+	An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling	2018	Shaojie Bai J. Zico Kolter Vladlen Koltun	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+ PDF Chat	ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation	2018	Sachin Mehta Mohammad Rastegari Anat Caspi Linda G. Shapiro Hannaneh Hajishirzi	2
+	Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition	2018	Dimitrios Kollias Stefanos Zafeiriou	2
+ PDF Chat	Squeeze-and-Excitation Networks	2018	Jie Hu Li Shen Gang Sun	2
+ PDF Chat	Proceedings of the 29th ACM International Conference on Multimedia	2021	Jiutao Yue Haofeng Li Pengxu Wei Guanbin Li Liang Lin	2
+ PDF Chat	Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations	2017	Carole H. Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso	2
+	Rethinking Atrous Convolution for Semantic Image Segmentation	2017	Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam	2
+	EEV Dataset: Predicting Expressions Evoked by Diverse Videos	2020	Jennifer J. Sun Ting Liu Alan Cowen Florian Schroff Hartwig Adam Gautam Prasad	2
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	2017	Vijay Badrinarayanan A. C. Kendall Roberto Cipolla	2
+	MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications	2017	Andrew Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand Marco Andreetto Hartwig Adam	1
+ PDF Chat	Large Kernel Matters — Improve Semantic Segmentation by Global Convolutional Network	2017	Chao Peng Xiangyu Zhang Gang Yu Guiming Luo Jian Sun	1
+	THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL	1997	Robert Tibshirani	1
+ PDF Chat	A survey on deep learning in medical image analysis	2017	Geert Litjens Thijs Kooi Babak Ehteshami Bejnordi Arnaud Arindra Adiyoso Setio Francesco Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken Clara I. Sá‎nchez	1
+	Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models	2017	Sergey Ioffe	1
+ PDF Chat	Adaptive Lasso for Cox's proportional hazards model	2007	Hao Helen Zhang Wenlian Lu	1
+ PDF Chat	Allowing for mandatory covariates in boosting estimation of sparse high-dimensional survival models	2008	Harald Binder Martin Schumacher	1
+ PDF Chat	YOLO9000: Better, Faster, Stronger	2017	Joseph Redmon Ali Farhadi	1
+ PDF Chat	Generating survival times to simulate Cox proportional hazards models with time‐varying covariates	2012	Peter C. Austin	1