Jun-Cheng Chen

Orcid: 0000-0002-0209-8932

According to our database1, Jun-Cheng Chen authored at least 109 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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On csauthors.net:

Bibliography

2024
Lightweight Deep Learning: An Overview.
IEEE Consumer Electron. Mag., July, 2024

CLIPREC: Graph-Based Domain Adaptive Network for Zero-Shot Referring Expression Comprehension.
IEEE Trans. Multim., 2024

FIPER: Generalizable Factorized Fields for Joint Image Compression and Super-Resolution.
CoRR, 2024

Training-free Diffusion Model Alignment with Sampling Demons.
CoRR, 2024

Improving Visual Object Tracking through Visual Prompting.
CoRR, 2024

DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement.
CoRR, 2024

Make Graph-based Referring Expression Comprehension Great Again through Expression-guided Dynamic Gating and Regression.
CoRR, 2024

Pixel Is Not A Barrier: An Effective Evasion Attack for Pixel-Domain Diffusion Models.
CoRR, 2024

A Recipe for CAC: Mosaic-based Generalized Loss for Improved Class-Agnostic Counting.
CoRR, 2024

Towards More General Video-based Deepfake Detection through Facial Feature Guided Adaptation for Foundation Model.
CoRR, 2024

Diffusion-based Aesthetic QR Code Generation via Scanning-Robust Perceptual Guidance.
CoRR, 2024

Camera Settings as Tokens: Modeling Photography on Latent Diffusion Models.
Proceedings of the SIGGRAPH Asia 2024 Conference Papers, 2024

Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Generalized Image-Based Deepfake Detection Through Foundation Model Adaptation.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Blenda: Domain Adaptive Object Detection Through Diffusion-Based Blending.
Proceedings of the IEEE International Conference on Acoustics, 2024

ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

UP-NAS: Unified Proxy for Neural Architecture Search.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MeDM: Mediating Image Diffusion Models for Video-to-Video Translation with Temporal Correspondence Guidance.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Towards Adversarial Robustness for Multi-Mode Data through Metric Learning.
Sensors, July, 2023

DEFAEK: Domain Effective Fast Adaptive Network for Face Anti-Spoofing.
Neural Networks, April, 2023

Towards a Controllable and Reversible Privacy Protection System for Facial Images through Enhanced Multi-Factor Modifier Networks.
Entropy, February, 2023

Deep Complex U-Net with Conformer for Audio-Visual Speech Enhancement.
CoRR, 2023

Diffusion to Confusion: Naturalistic Adversarial Patch Generation Based on Diffusion Model for Object Detector.
CoRR, 2023

Video ControlNet: Towards Temporally Consistent Synthetic-to-Real Video Translation Using Conditional Image Diffusion Models.
CoRR, 2023

Multi-Task Self-Blended Images for Face Forgery Detection.
Proceedings of the ACM Multimedia Asia 2023, 2023

Task-Adaptive Feature Matching Loss for Image Deblurring.
Proceedings of the IEEE International Conference on Image Processing, 2023

Hearing and Seeing Abnormality: Self-Supervised Audio-Visual Mutual Learning for Deepfake Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Improved Photometric Stereo through Efficient and Differentiable Shadow Estimation.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

Enhancing Real-Time Semantic Segmentation with Textual Knowledge of Pre-Trained Vision-Language Model: A Lightweight Approach.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022
Lightweight Face Anti-Spoofing Network for Telehealth Applications.
IEEE J. Biomed. Health Informatics, 2022

A cooperative image object recognition framework and task offloading optimization in edge computing.
J. Netw. Comput. Appl., 2022

Social Media Popularity Prediction Based on Multi-Modal Self-Attention Mechanisms.
IEEE Access, 2022

Pose and Joint-Aware Action Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

A Comparative Study of Cross-Model Universal Adversarial Perturbation for Face Forgery.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Enhancing the Robustness of Deep Learning Based Fingerprinting to Improve Deepfake Attribution.
Proceedings of the 4th ACM International Conference on Multimedia in Asia, 2022

Cross-Domain Knowledge Transfer for Skeleton-based Action Recognition based on Graph Convolutional Gradient Reversal Layer.
Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022

Kinship Face Synthesis Evaluation Website with Gamified Mechanism.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

Residual Graph Attention Network and Expression-Respect Data Augmentation Aided Visual Grounding.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

DDPG based on multi-scale strokes for financial time series trading strategy.
Proceedings of the ICCTA 2022: 8th International Conference on Computer Technology Applications, Kapfenberg, Austria, May 12, 2022

CLIPCAM: A Simple Baseline For Zero-Shot Text-Guided Object And Action Localization.
Proceedings of the IEEE International Conference on Acoustics, 2022

Continual Learning for Visual Search with Backward Consistent Feature Embedding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A deep learning algorithm for stock selection based on multi-factor anomaly detection.
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

KinStyle: A Strong Baseline Photorealistic Kinship Face Synthesis with an Optimized StyleGAN Encoder.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
LR-to-HR Face Hallucination with an Adversarial Progressive Attribute-Induced Network.
CoRR, 2021

A Real-Time Sculpting and Terrain Generation System for Interactive Content Creation.
IEEE Access, 2021

Heterogeneous Federated Learning Through Multi-Branch Network.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

A Multi-Factor Combinations Enhanced Reversible Privacy Protection System for Facial Images.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Squeeze And Reconstruct: Improved Practical Adversarial Defense Using Paired Image Compression And Reconstruction.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Naturalistic Physical Adversarial Patch for Object Detectors.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

StyleDNA: A High-Fidelity Age and Gender Aware Kinship Face Synthesizer.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Video-Based Person Re-Identification Without Bells and Whistles.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Class-Aware Robust Adversarial Training for Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
An Automatic System for Unconstrained Video-Based Face Recognition.
IEEE Trans. Biom. Behav. Identity Sci., 2020

UID-GAN: Unsupervised Image Deblurring via Disentangled Representations.
IEEE Trans. Biom. Behav. Identity Sci., 2020

Activity Detection in Untrimmed Videos Using Chunk-based Classifiers.
Proceedings of the IEEE Winter Applications of Computer Vision Workshops, 2020

S2SiamFC: Self-supervised Fully Convolutional Siamese Network for Visual Tracking.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

An Experimental Evaluation of Recent Face Recognition Losses for Deepfake Detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Label Reuse for Efficient Semi-Supervised Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Face Feature Recovery via Temporal Fusion for Person Search.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

The Devil Is in the Details: Self-supervised Attention for Vehicle Re-identification.
Proceedings of the Computer Vision - ECCV 2020, 2020

Towards Real-Time Systems for Vehicle Re-Identification, Multi-Camera Tracking, and Anomaly Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Sparse Neural Networks Through Mixture-Distributed Regularization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
A Fast and Accurate System for Face Detection, Identification, and Verification.
IEEE Trans. Biom. Behav. Identity Sci., 2019

An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification.
IEEE Trans. Biom. Behav. Identity Sci., 2019

Deep convolutional neural networks in the face of caricature.
Nat. Mach. Intell., 2019

A Dual Path ModelWith Adaptive Attention For Vehicle Re-Identification.
CoRR, 2019

Uncertainty Modeling of Contextual-Connection between Tracklets for Unconstrained Video-based Face Recognition.
CoRR, 2019

A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Uncertainty Modeling of Contextual-Connections Between Tracklets for Unconstrained Video-Based Face Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Dual-Path Model With Adaptive Attention for Vehicle Re-Identification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Unsupervised Domain-Specific Deblurring via Disentangled Representations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Hybrid Dictionary Learning and Matching for Video-based Face Verification.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

2018
Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans.
IEEE Signal Process. Mag., 2018

Proximity-Aware Hierarchical Clustering of unconstrained faces.
Image Vis. Comput., 2018

Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks.
Int. J. Comput. Vis., 2018

Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed.
CoRR, 2018

Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition.
CoRR, 2018

A Real-Time Multi-Task Single Shot Face Detector.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep Density Clustering of Unconstrained Faces.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

A Semi-Automatic 2D Solution for Vehicle Speed Estimation From Monocular Videos.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Provably Secure Timed-Release Proxy Conditional Reencryption.
IEEE Syst. J., 2017

Pose-Robust Face Verification by Exploiting Competing Tasks.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Deep Heterogeneous Feature Fusion for Template-Based Face Recognition.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Face and Image Representation in Deep CNN Features.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

A Proximity-Aware Hierarchical Clustering of Faces.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Video-Based Face Association and Identification.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016
Robust Representations for unconstrained Face Recognition and its Applications.
PhD thesis, 2016

Deep Convolutional Neural Network Features and the Original Image.
CoRR, 2016

An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks.
CoRR, 2016

Frontal to profile face verification in the wild.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Unconstrained face verification using deep CNN features.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Towards the design of an end-to-end automated system for image and video-based recognition.
Proceedings of the 2016 Information Theory and Applications Workshop, 2016

VLAD encoded Deep Convolutional features for unconstrained face verification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Regularized metric adaptation for unconstrained face verification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Fisher vector encoded deep convolutional features for unconstrained face verification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Development of precision angle measurement system.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

A cascaded convolutional neural network for age estimation of unconstrained faces.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015
Landmark-based fisher vector representation for video-based face verification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Unconstrained Age Estimation with Deep Convolutional Neural Networks.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Unconstrained face verification using fisher vectors computed from frontalized faces.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

2014
Dictionary-based video face recognition using dense multi-scale facial landmark features.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2007
Tiling Slideshow: An Audiovisual Presentation Method for Consumer Photos.
IEEE Multim., 2007

Film Narrative Exploration Through the Analysis of Aesthetic Elements.
Proceedings of the Advances in Multimedia Modeling, 2007

2006
Audiovisual slideshow: present your journey by photos.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Tiling slideshow.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

2005
Improvement of Commercial Boundary Detection Using Audiovisual Features.
Proceedings of the Advances in Multimedia Information Processing, 2005

An adaptive edge detection based colorization algorithm and its applications.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

TV commercial detection in news program videos.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005


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