Jun-Cheng Chen

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 102

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Tsung-Han Chou, Brian Wang, Wei-Chen Chiu, Jun-Cheng Chen
A Recipe for CAC: Mosaic-based Generalized Loss for Improved Class-Agnostic Counting. CoRR (2024)
Ching-Hao Wang, Kang-Yang Huang, Yi Yao, Jun-Cheng Chen, Hong-Han Shuai, Wen-Huang Cheng
Lightweight Deep Learning: An Overview. IEEE Consumer Electron. Mag. 13 (4) (2024)
Sarwar Khan, Jun-Cheng Chen, Wen-Hung Liao, Chu-Song Chen
Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning. MMM (3) (2024)
Ernie Chu, Tzuhsuan Huang, Shuo-Yen Lin, Jun-Cheng Chen
MeDM: Mediating Image Diffusion Models for Video-to-Video Translation with Temporal Correspondence Guidance. AAAI (2024)
Tzuhsuan Huang, Chen-Che Huang, Chung-Hao Ku, Jun-Cheng Chen
BlenDA: Domain Adaptive Object Detection through diffusion-based blending. CoRR (2024)
Jingcheng Ke, Jia Wang, Jun-Cheng Chen, I-Hong Jhuo, Chia-Wen Lin, Yen-Yu Lin
CLIPREC: Graph-Based Domain Adaptive Network for Zero-Shot Referring Expression Comprehension. IEEE Trans. Multim. 26 (2024)
Tzuhsuan Huang, Chen-Che Huang, Chung-Hao Ku, Jun-Cheng Chen
Blenda: Domain Adaptive Object Detection Through Diffusion-Based Blending. ICASSP (2024)
Yue-Hua Han, Tai-Ming Huang, Shu-Tzu Lo, Po-Han Huang, Kai-Lung Hua, Jun-Cheng Chen
Towards More General Video-based Deepfake Detection through Facial Feature Guided Adaptation for Foundation Model. CoRR (2024)
Jia-Wei Liao, Winston Wang, Tzu-Sian Wang, Li-Xuan Peng, Cheng-Fu Chou, Jun-Cheng Chen
Diffusion-based Aesthetic QR Code Generation via Scanning-Robust Perceptual Guidance. CoRR (2024)
Shuo-Yen Lin, Ernie Chu, Che-Hsien Lin, Jun-Cheng Chen, Jia-Ching Wang
Diffusion to Confusion: Naturalistic Adversarial Patch Generation Based on Diffusion Model for Object Detector. CoRR (2023)
Yi-Lun Pan, Jun-Cheng Chen, Ja-Ling Wu
Towards a Controllable and Reversible Privacy Protection System for Facial Images through Enhanced Multi-Factor Modifier Networks. Entropy 25 (2) (2023)
Chang-Sung Sung, Jun-Cheng Chen, Chu-Song Chen
Hearing and Seeing Abnormality: Self-Supervised Audio-Visual Mutual Learning for Deepfake Detection. ICASSP (2023)
Sarwar Khan, Jun-Cheng Chen, Wen-Hung Liao, Chu-Song Chen
Towards Adversarial Robustness for Multi-Mode Data through Metric Learning. Sensors 23 (13) (2023)
Chiao-Chang Chang, Bo-Cheng Yang, Yi-Ting Liu, Jun-Cheng Chen, I-Hong Jhuo, Yen-Yu Lin
Task-Adaptive Feature Matching Loss for Image Deblurring. ICIP (2023)
Po-Hung Yeh, Pei-Yuan Wu, Jun-Cheng Chen
Improved Photometric Stereo through Efficient and Differentiable Shadow Estimation. BMVC (2023)
Shafique Ahmed, Chia-Wei Chen, Wenze Ren, Chin-Jou Li, Ernie Chu, Jun-Cheng Chen, Amir Hussain, Hsin-Min Wang, Yu Tsao, Jen-Cheng Hou
Deep Complex U-Net with Conformer for Audio-Visual Speech Enhancement. CoRR (2023)
Jiun-Da Lin, Yue-Hua Han, Po-Han Huang, Julianne Tan, Jun-Cheng Chen, Muhammad Tanveer, Kai-Lung Hua
DEFAEK: Domain Effective Fast Adaptive Network for Face Anti-Spoofing. Neural Networks 161 (2023)
Ernie Chu, Shuo-Yen Lin, Jun-Cheng Chen
Video ControlNet: Towards Temporally Consistent Synthetic-to-Real Video Translation Using Conditional Image Diffusion Models. CoRR (2023)
Po-Han Huang, Yue-Hua Han, Ernie Chu, Jun-Cheng Chen, Kai-Lung Hua
Multi-Task Self-Blended Images for Face Forgery Detection. MMAsia (2023)
Ernie Chu, Tzuhsuan Huang, Shuo-Yen Lin, Jun-Cheng Chen
MeDM: Mediating Image Diffusion Models for Video-to-Video Translation with Temporal Correspondence Guidance. CoRR (2023)
Chia-Yi Lin, Jun-Cheng Chen, Ja-Ling Wu
Enhancing Real-Time Semantic Segmentation with Textual Knowledge of Pre-Trained Vision-Language Model: A Lightweight Approach. APSIPA ASC (2023)
Timmy S. T. Wan, Jun-Cheng Chen, Tzer-Yi Wu, Chu-Song Chen
Continual Learning for Visual Search with Backward Consistent Feature Embedding. CVPR (2022)
Chieh-Yin Liao, Chen-Hsiu Huang, Jun-Cheng Chen, Ja-Ling Wu
Enhancing the Robustness of Deep Learning Based Fingerprinting to Improve Deepfake Attribution. MMAsia (2022)
Hsuan-An Hsia, Che-Hsien Lin, Bo-Han Kung, Jhao-Ting Chen, Daniel Stanley Tan, Jun-Cheng Chen, Kai-Lung Hua
CLIPCAM: A Simple Baseline For Zero-Shot Text-Guided Object And Action Localization. ICASSP (2022)
Li-Chen Cheng, Shu-Chuan Hsu, Pin-Hua Lee, Hsiu-Chieh Lee, Che-Hsien Lin, Jun-Cheng Chen, Chih-Yu Wang
KinStyle: A Strong Baseline Photorealistic Kinship Face Synthesis with an Optimized StyleGAN Encoder. ACCV (4) (2022)
Jiun-Da Lin, Hung-Hsiang Lin, Jilyan Bianca Dy, Jun-Cheng Chen, Mohammad Tanveer, Imran Razzak, Kai-Lung Hua
Lightweight Face Anti-Spoofing Network for Telehealth Applications. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Jia Wang, Hung-Yi Wu, Jun-Cheng Chen, Hong-Han Shuai, Wen-Huang Cheng
Residual Graph Attention Network and Expression-Respect Data Augmentation Aided Visual Grounding. ICIP (2022)
Anshul Shah, Shlok Mishra, Ankan Bansal, Jun-Cheng Chen, Rama Chellappa, Abhinav Shrivastava
Pose and Joint-Aware Action Recognition. WACV (2022)
Jun-Cheng Chen, Zhen Li, Xiaoyun Cai, Zhi Cai, Wei-Wei Wang
A deep learning algorithm for stock selection based on multi-factor anomaly detection. CCIS (2022)
Jun-Cheng Chen, Cong-Xiao Chen, Lijuan Duan, Zhi Cai
DDPG based on multi-scale strokes for financial time series trading strategy. ICCTA (2022)
Shuo-Yen Lin, Jun-Cheng Chen, Jia-Ching Wang
A Comparative Study of Cross-Model Universal Adversarial Perturbation for Face Forgery. VCIP (2022)
Hsiu-Chieh Lee, Che-Hsien Lin, Li-Chen Cheng, Shu-Chuan Hsu, Jun-Cheng Chen, Chih-Yu Wang
Kinship Face Synthesis Evaluation Website with Gamified Mechanism. ICME Workshops (2022)
Chu-Fu Wang, Yih-Kai Lin, Jun-Cheng Chen
A cooperative image object recognition framework and task offloading optimization in edge computing. J. Netw. Comput. Appl. 204 (2022)
Jun-Cheng Chen, Cong-Xiao Chen, Lijuan Duan, Zhi Cai
DDPG based on multi-scale strokes for financial time series trading strategy. CoRR (2022)
Tom Liao, Jun-Cheng Chen, Shyh-Kang Jeng, Chunhwei Tai
Cross-Domain Knowledge Transfer for Skeleton-based Action Recognition based on Graph Convolutional Gradient Reversal Layer. MIPR (2022)
Timmy S. T. Wan, Jun-Cheng Chen, Tzer-Yi Wu, Chu-Song Chen
Continual Learning for Visual Search with Backward Consistent Feature Embedding. CoRR (2022)
Hung-Hsiang Lin, Jiun-Da Lin, Jose Jaena Mari Ople, Jun-Cheng Chen, Kai-Lung Hua
Social Media Popularity Prediction Based on Multi-Modal Self-Attention Mechanisms. IEEE Access 10 (2022)
Chih-Ting Liu, Jun-Cheng Chen, Chu-Song Chen, Shao-Yi Chien
Video-based Person Re-identification without Bells and Whistles. CoRR (2021)
Bo-Han Kung, Pin-Chun Chen, Yu-Cheng Liu, Jun-Cheng Chen
Squeeze And Reconstruct: Improved Practical Adversarial Defense Using Paired Image Compression And Reconstruction. ICIP (2021)
Yu-Chih-Tuan Hu, Jun-Cheng Chen, Bo-Han Kung, Kai-Lung Hua, Daniel Stanley Tan
Naturalistic Physical Adversarial Patch for Object Detectors. ICCV (2021)
Chih-Ting Liu, Jun-Cheng Chen, Chu-Song Chen, Shao-Yi Chien
Video-Based Person Re-Identification Without Bells and Whistles. CVPR Workshops (2021)
Pin-Chun Chen, Bo-Han Kung, Jun-Cheng Chen
Class-Aware Robust Adversarial Training for Object Detection. CVPR (2021)
Nitin Balachandran, Jun-Cheng Chen, Rama Chellappa
LR-to-HR Face Hallucination with an Adversarial Progressive Attribute-Induced Network. CoRR (2021)
Che-Hsien Lin, Hung-Chun Chen, Li-Chen Cheng, Shu-Chuan Hsu, Jun-Cheng Chen, Chih-Yu Wang
StyleDNA: A High-Fidelity Age and Gender Aware Kinship Face Synthesizer. FG (2021)
Ching-Hao Wang, Kang-Yang Huang, Jun-Cheng Chen, Hong-Han Shuai, Wen-Huang Cheng
Heterogeneous Federated Learning Through Multi-Branch Network. ICME (2021)
Pin-Chun Chen, Bo-Han Kung, Jun-Cheng Chen
Class-Aware Robust Adversarial Training for Object Detection. CoRR (2021)
Yi-Lun Pan, Jun-Cheng Chen, Ja-Ling Wu
A Multi-Factor Combinations Enhanced Reversible Privacy Protection System for Facial Images. ICME (2021)
Chien-Wen Chen, Min-Chun Hu, Wei-Ta Chu, Jun-Cheng Chen
A Real-Time Sculpting and Terrain Generation System for Interactive Content Creation. IEEE Access 9 (2021)
Jingxiao Zheng, Rajeev Ranjan, Ching-Hui Chen, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
An Automatic System for Unconstrained Video-Based Face Recognition. IEEE Trans. Biom. Behav. Identity Sci. 2 (3) (2020)
Cheng-Yu Fan, Chao-Peng Liu, Kuan-Chun Wang, Jiun-Hao Jhan, Yu-Chiang Frank Wang, Jun-Cheng Chen
Face Feature Recovery via Temporal Fusion for Person Search. ICASSP (2020)
Chang-Ti Huang, Jun-Cheng Chen, Ja-Ling Wu
Learning Sparse Neural Networks Through Mixture-Distributed Regularization. CVPR Workshops (2020)
Boyu Lu, Jun-Cheng Chen, Rama Chellappa
UID-GAN: Unsupervised Image Deblurring via Disentangled Representations. IEEE Trans. Biom. Behav. Identity Sci. 2 (1) (2020)
Anshul Shah, Shlok Kumar Mishra, Ankan Bansal, Jun-Cheng Chen, Rama Chellappa, Abhinav Shrivastava
Pose And Joint-Aware Action Recognition. CoRR (2020)
Yu-Cheng Liu, Chia-Ming Chang, I-Hsuan Chen, Yu-Ru Ku, Jun-Cheng Chen
An Experimental Evaluation of Recent Face Recognition Losses for Deepfake Detection. ICPR (2020)
Chon-Hou Sio, Yu-Jen Ma, Hong-Han Shuai, Jun-Cheng Chen, Wen-Huang Cheng
S2SiamFC: Self-supervised Fully Convolutional Siamese Network for Visual Tracking. ACM Multimedia (2020)
Neehar Peri, Pirazh Khorramshahi, Sai Saketh Rambhatla, Vineet Shenoy, Saumya Rawat, Jun-Cheng Chen, Rama Chellappa
Towards Real-Time Systems for Vehicle Re-Identification, Multi-Camera Tracking, and Anomaly Detection. CVPR Workshops (2020)
Pirazh Khorramshahi, Neehar Peri, Jun-Cheng Chen, Rama Chellappa
The Devil is in the Details: Self-Supervised Attention for Vehicle Re-Identification. CoRR (2020)
Joshua Gleason, Steven Schwarcz, Rajeev Ranjan, Carlos Domingo Castillo, Jun-Cheng Chen, Rama Chellappa
Activity Detection in Untrimmed Videos Using Chunk-based Classifiers. WACV Workshops (2020)
Tsung-Hung Hsieh, Jun-Cheng Chen, Chu-Song Chen
Label Reuse for Efficient Semi-Supervised Learning. ICASSP (2020)
Pirazh Khorramshahi, Neehar Peri, Jun-Cheng Chen, Rama Chellappa
The Devil Is in the Details: Self-supervised Attention for Vehicle Re-identification. ECCV (14) (2020)
Boyu Lu, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification. IEEE Trans. Biom. Behav. Identity Sci. 1 (1) (2019)
Pirazh Khorramshahi, Amit Kumar, Neehar Peri, Sai Saketh Rambhatla, Jun-Cheng Chen, Rama Chellappa
A Dual Path ModelWith Adaptive Attention For Vehicle Re-Identification. CoRR (2019)
Matthew Q. Hill, Connor J. Parde, Carlos Domingo Castillo, Y. Ivette Colón, Rajeev Ranjan, Jun-Cheng Chen, Volker Blanz, Alice J. O'Toole
Deep convolutional neural networks in the face of caricature. Nat. Mach. Intell. 1 (11) (2019)
Jingxiao Zheng, Ruichi Yu, Jun-Cheng Chen, Boyu Lu, Carlos Domingo Castillo, Rama Chellappa
Uncertainty Modeling of Contextual-Connection between Tracklets for Unconstrained Video-based Face Recognition. CoRR (2019)
Rajeev Ranjan, Ankan Bansal, Jingxiao Zheng, Hongyu Xu, Joshua Gleason, Boyu Lu, Anirudh Nanduri, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
A Fast and Accurate System for Face Detection, Identification, and Verification. IEEE Trans. Biom. Behav. Identity Sci. 1 (2) (2019)
Jingxiao Zheng, Ruichi Yu, Jun-Cheng Chen, Boyu Lu, Carlos Domingo Castillo, Rama Chellappa
Uncertainty Modeling of Contextual-Connections Between Tracklets for Unconstrained Video-Based Face Recognition. ICCV (2019)
Boyu Lu, Jun-Cheng Chen, Rama Chellappa
Unsupervised Domain-Specific Deblurring via Disentangled Representations. CVPR (2019)
Pirazh Khorramshahi, Amit Kumar, Neehar Peri, Sai Saketh Rambhatla, Jun-Cheng Chen, Rama Chellappa
A Dual-Path Model With Adaptive Attention for Vehicle Re-Identification. ICCV (2019)
Jingxiao Zheng, Jun-Cheng Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa
Hybrid Dictionary Learning and Matching for Video-based Face Verification. BTAS (2019)
Boyu Lu, Jun-Cheng Chen, Rama Chellappa
Unsupervised Domain-Specific Deblurring via Disentangled Representations. CoRR (2019)
Joshua Gleason, Rajeev Ranjan, Steven Schwarcz, Carlos Domingo Castillo, Jun-Cheng Chen, Rama Chellappa
A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos. WACV (2019)
Joshua Gleason, Rajeev Ranjan, Steven Schwarcz, Carlos Domingo Castillo, Jun-Cheng Chen, Rama Chellappa
A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos. CoRR (2018)
Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks. Int. J. Comput. Vis. 126 (2-4) (2018)
Jingxiao Zheng, Rajeev Ranjan, Ching-Hui Chen, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
An Automatic System for Unconstrained Video-Based Face Recognition. CoRR (2018)
Jun-Cheng Chen, Wei-An Lin, Jingxiao Zheng, Rama Chellappa
A Real-Time Multi-Task Single Shot Face Detector. ICIP (2018)
Wei-An Lin, Jun-Cheng Chen, Rajeev Ranjan, Ankan Bansal, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa
Proximity-Aware Hierarchical Clustering of unconstrained faces. Image Vis. Comput. 77 (2018)
Rajeev Ranjan, Ankan Bansal, Hongyu Xu, Swami Sankaranarayanan, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition. CoRR (2018)
Wei-An Lin, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
Deep Density Clustering of Unconstrained Faces. CVPR (2018)
Amit Kumar, Pirazh Khorramshahi, Wei-An Lin, Prithviraj Dhar, Jun-Cheng Chen, Rama Chellappa
A Semi-Automatic 2D Solution for Vehicle Speed Estimation From Monocular Videos. CVPR Workshops (2018)
Boyu Lu, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification. CoRR (2018)
Rajeev Ranjan, Swami Sankaranarayanan, Ankan Bansal, Navaneeth Bodla, Jun-Cheng Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa
Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans. IEEE Signal Process. Mag. 35 (1) (2018)
Matthew Q. Hill, Connor J. Parde, Carlos Domingo Castillo, Y. Ivette Colon, Rajeev Ranjan, Jun-Cheng Chen, Volker Blanz, Alice J. O'Toole
Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed. CoRR (2018)
Rajeev Ranjan, Ankan Bansal, Jingxiao Zheng, Hongyu Xu, Joshua Gleason, Boyu Lu, Anirudh Nanduri, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
A Fast and Accurate System for Face Detection, Identification, and Verification. CoRR (2018)
Connor J. Parde, Carlos Domingo Castillo, Matthew Q. Hill, Y. Ivette Colon, Swami Sankaranarayanan, Jun-Cheng Chen, Alice J. O'Toole
Face and Image Representation in Deep CNN Features. FG (2017)
Navaneeth Bodla, Jingxiao Zheng, Hongyu Xu, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition. WACV (2017)
Chun-I Fan, Jun-Cheng Chen, Shi-Yuan Huang, Jheng-Jia Huang, Wen-Tsuen Chen
Provably Secure Timed-Release Proxy Conditional Reencryption. IEEE Syst. J. 11 (4) (2017)
Ching-Hui Chen, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
Video-Based Face Association and Identification. FG (2017)
Boyu Lu, Jingxiao Zheng, Jun-Cheng Chen, Rama Chellappa
Pose-Robust Face Verification by Exploiting Competing Tasks. WACV (2017)
Wei-An Lin, Jun-Cheng Chen, Rama Chellappa
A Proximity-Aware Hierarchical Clustering of Faces. CoRR (2017)
Navaneeth Bodla, Jingxiao Zheng, Hongyu Xu, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition. CoRR (2017)
Wei-An Lin, Jun-Cheng Chen, Rama Chellappa
A Proximity-Aware Hierarchical Clustering of Faces. FG (2017)
Jun-Cheng Chen, Amit Kumar, Rajeev Ranjan, Vishal M. Patel, Azadeh Alavi, Rama Chellappa
A cascaded convolutional neural network for age estimation of unconstrained faces. BTAS (2016)
Boyu Lu, Jun-Cheng Chen, Rama Chellappa
Regularized metric adaptation for unconstrained face verification. ICPR (2016)
Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo
Towards the design of an end-to-end automated system for image and video-based recognition. ITA (2016)
Jun-Cheng Chen, Jingxiao Zheng, Vishal M. Patel, Rama Chellappa
Fisher vector encoded deep convolutional features for unconstrained face verification. ICIP (2016)
Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa
An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks. CoRR (2016)
Chien-Yao Huang, Wei-Jei Peng, Cheng-Fong Ho, Jung-Hsing Wang, Jun-Cheng Chen, Aaron Wei-Yao Hsu, Fong-Zhi Chen
Development of precision angle measurement system. I2MTC (2016)
Jun-Cheng Chen, Vishal M. Patel, Rama Chellappa
Unconstrained face verification using deep CNN features. WACV (2016)
Jingxiao Zheng, Jun-Cheng Chen, Navaneeth Bodla, Vishal M. Patel, Rama Chellappa
VLAD encoded Deep Convolutional features for unconstrained face verification. ICPR (2016)
Connor J. Parde, Carlos Domingo Castillo, Matthew Q. Hill, Y. Ivette Colon, Swami Sankaranarayanan, Jun-Cheng Chen, Alice J. O'Toole
Deep Convolutional Neural Network Features and the Original Image. CoRR (2016)

Jun-Cheng Chen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jun-Cheng Chen