Chun-Fu Chen

According to our database, Chun-Fu Chen authored at least 67 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Model-Agnostic Utility-Preserving Biometric Information Anonymization.

Chun-Fu Chen, Bill Moriarty, Shaohan Hu, Sean Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati

Int. J. Inf. Sec., August, 2024

Improved Techniques for Quantizing Deep Networks with Adaptive Bit-Widths.

Ximeng Sun, Rameswar Panda, Chun-Fu Richard Chen, Naigang Wang, Bowen Pan, Aude Oliva, Rogério Feris, Kate Saenko

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

DynaSpa: Exploiting Spatial Sparsity for Efficient Dynamic DNN Inference on Devices.

Renyuan Liu, Yuyang Leng, Shilei Tian, Shaohan Hu, Chun-Fu (Richard) Chen, Shuochao Yao

Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective.

Yizhuo Chen, Chun-Fu Chen, Hsiang Hsu, Shaohan Hu, Marco Pistoia, Tarek F. Abdelzaher

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Machine Unlearning for Image-to-Image Generative Models.

Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning.

Wei-Cheng Huang, Chun-Fu Richard Chen, Hsiang Hsu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation.

Hsiang Hsu, Guihong Li, Shaohan Hu, Chun-Fu Chen

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models.

Guihong Li, Hsiang Hsu, Chun-Fu Richard Chen, Radu Marculescu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Quantum Deep Hedging.

El Amine Cherrat, Snehal Raj, Iordanis Kerenidis, Abhishek Shekhar, Ben Wood, Jon Dee, Shouvanik Chakrabarti, Chun-Fu Richard Chen, Dylan Herman, Shaohan Hu, Pierre Minssen, Ruslan Shaydulin, Yue Sun, Romina Yalovetzky, Marco Pistoia

Quantum, November, 2023

2022

MaSS: Multi-attribute Selective Suppression.

Chun-Fu Chen, Shaohan Hu, Zhonghao Shi, Prateek Gulati, Bill Moriarty, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati

CoRR, 2022

Temporal Relevance Analysis for Video Action Models.

Quanfu Fan, Donghyun Kim, Chun-Fu Chen, Stan Sclaroff, Kate Saenko, Sarah Adel Bargal

CoRR, 2022

Procedural Image Programs for Representation Learning.

Manel Baradad, Chun-Fu Richard Chen, Jonas Wulff, Tongzhou Wang, Rogério Feris, Antonio Torralba, Phillip Isola

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Can an Image Classifier Suffice For Action Recognition?

Quanfu Fan, Chun-Fu Chen, Rameswar Panda

Proceedings of the Tenth International Conference on Learning Representations, 2022

RegionViT: Regional-to-Local Attention for Vision Transformers.

Chun-Fu Chen, Rameswar Panda, Quanfu Fan

Proceedings of the Tenth International Conference on Learning Representations, 2022

Utility-Preserving Biometric Information Anonymization.

Bill Moriarty, Chun-Fu (Richard) Chen, Shaohan Hu, Sean Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati

Proceedings of the Computer Security - ESORICS 2022, 2022

Task2Sim: Towards Effective Pre-training and Transfer from Synthetic Data.

Samarth Mishra, Rameswar Panda, Cheng Perng Phoo, Chun-Fu Richard Chen, Leonid Karlinsky, Kate Saenko, Venkatesh Saligrama, Rogério Schmidt Feris

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

VALHALLA: Visual Hallucination for Machine Translation.

Yi Li, Rameswar Panda, Yoon Kim, Chun-Fu Richard Chen, Rogério Feris, David D. Cox, Nuno Vasconcelos

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

An Image Classifier Can Suffice For Video Understanding.

Quanfu Fan, Chun-Fu Chen, Rameswar Panda

CoRR, 2021

All at Once Network Quantization via Collaborative Knowledge Transfer.

Ximeng Sun, Rameswar Panda, Chun-Fu Chen, Naigang Wang, Bowen Pan, Kailash Gopalakrishnan, Aude Oliva, Rogério Feris, Kate Saenko

CoRR, 2021

Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data.

Ashraful Islam, Chun-Fu (Richard) Chen, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Richard J. Radke

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Dynamic Network Quantization for Efficient Video Inference.

Ximeng Sun, Rameswar Panda, Chun-Fu (Richard) Chen, Aude Oliva, Rogério Feris, Kate Saenko

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition.

Rameswar Panda, Chun-Fu (Richard) Chen, Quanfu Fan, Ximeng Sun, Kate Saenko, Aude Oliva, Rogério Feris

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Broad Study on the Transferability of Visual Representations with Contrastive Learning.

Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Richard J. Radke, Rogério Feris

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification.

Chun-Fu (Richard) Chen, Quanfu Fan, Rameswar Panda

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Detector-Free Weakly Supervised Grounding by Separation.

Assaf Arbelle, Sivan Doveh, Amit Alfassy, Joseph Shtok, Guy Lev, Eli Schwartz, Hilde Kuehne, Hila Barak Levi, Prasanna Sattigeri, Rameswar Panda, Chun-Fu Chen, Alex M. Bronstein, Kate Saenko, Shimon Ullman, Raja Giryes, Rogério Feris, Leonid Karlinsky

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition.

Chun-Fu (Richard) Chen, Rameswar Panda, Kandan Ramakrishnan, Rogério Feris, John Cohn, Aude Oliva, Quanfu Fan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search.

Rameswar Panda, Michele Merler, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu (Richard) Chen, Minsik Cho, Rogério Feris, David S. Kung, Bishwaranjan Bhattacharjee

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Large Scale Neural Architecture Search with Polyharmonic Splines.

Ulrich Finkler, Michele Merler, Rameswar Panda, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Chun-Fu Chen, Minsik Cho, David S. Kung, Rogério Feris, Bishwaranjan Bhattacharjee

CoRR, 2020

Parallelization of Classical Numerical optimization in Quantum Variational Algorithms.

Marco Pistoia, Peng Liu, Chun-Fu (Richard) Chen, Shaohan Hu, Stephen P. Wood

Proceedings of the 13th IEEE International Conference on Software Testing, 2020

2019

A Domain-agnostic, Noise-resistant Evolutionary Variational Quantum Eigensolver for Hardware-efficient Optimization in the Hilbert Space.

Arthur G. Rattew, Shaohan Hu, Marco Pistoia, Chun-Fu (Richard) Chen, Steve Wood

CoRR, 2019

Stochastic Optimization of Quantum Programs.

Peng Liu, Shaohan Hu, Marco Pistoia, Chun-Fu (Richard) Chen, Jay M. Gambetta

Computer, 2019

Reduction-Based Problem Mapping for Quantum Computing.

Shaohan Hu, Peng Liu, Chun-Fu (Richard) Chen, Marco Pistoia, Jay M. Gambetta

Computer, 2019

More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation.

Quanfu Fan, Chun-Fu (Richard) Chen, Hilde Kuehne, Marco Pistoia, David D. Cox

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition.

Chun-Fu (Richard) Chen, Quanfu Fan, Neil Mallinar, Tom Sercu, Rogério Schmidt Feris

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Efficient Fusion of Sparse and Complementary Convolutions for Object Recognition and Detection.

Chun-Fu Chen, Quanfu Fan, Marco Pistoia, Gwo Giun Lee

CoRR, 2018

System G Distributed Graph Database.

Gabriel Tanase, Toyotaro Suzumura, Jinho Lee, Chun-Fu Chen, Jason Crawford, Hiroki Kanezashi, Song Zhang, Warut D. Vijitbenjaronk

CoRR, 2018

SC-Conv: Sparse-Complementary Convolution for Efficient Model Utilization on CNNs.

Chun-Fu Chen, Jinwook Oh, Quanfu Fan, Marco Pistoia

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

Automatically solving NP-complete problems on a quantum computer.

Shaohan Hu, Peng Liu, Chun-Fu (Richard) Chen, Marco Pistoia

Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

NISP: Pruning Networks Using Neuron Importance Score Propagation.

Ruichi Yu, Ang Li, Chun-Fu Chen, Jui-Hsin Lai, Vlad I. Morariu, Xintong Han, Mingfei Gao, Ching-Yung Lin, Larry S. Davis

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Complexity-Aware Gabor Filter Bank Architecture Using Principal Component Analysis.

Gwo Giun Chris Lee, Chun-Hsi Huang, Chun-Fu (Richard) Chen, Tai-Ping Wang

J. Signal Process. Syst., 2017

Reconfigurable Parser Architecture Design with Microprogrammed Controller for Multiple Purposes.

Gwo Giun Chris Lee, Chun-Fu (Richard) Chen, Ching-Jui Hsiao

J. Signal Process. Syst., 2017

UI X-Ray: Interactive Mobile UI Testing Based on Computer Vision.

Chun-Fu (Richard) Chen, Marco Pistoia, Conglei Shi, Paolo Girolami, Joseph W. Ligman, Yong Wang

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

2016

Reconfigurable Interpolation Architecture for Multistandard Video Decoding.

Gwo Giun Lee, Tzu-Chiang Tai, Wei-Chiao Yang, Chun-Fu Chen, Chun-Hsi Huang

J. Signal Process. Syst., 2016

High-Throughput Reconfigurable Variable Length Coding Decoder for MPEG-2 and AVC/H.264.

Gwo Giun Chris Lee, Chun-Fu Chen, Shu-Ming Xu, Ching-Jui Hsiao

J. Signal Process. Syst., 2016

Deep Convolutional Neural Network on iOS Mobile Devices.

Chun-Fu Chen, Gwo Giun Lee, Vincent Sritapan, Ching-Yung Lin

Proceedings of the 2016 IEEE International Workshop on Signal Processing Systems, 2016

Efficient nuclei segmentation based on spectral graph partitioning.

Gwo Giun Chris Lee, Shi-Yu Hung, Tai-Ping Wang, Chun-Fu (Richard) Chen, Chi-Kuang Sun, Yi-Hua Liao

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

2015

3-D Video Generation from Monocular Video Based on Hierarchical Video Segmentation.

Gwo Giun Chris Lee, Chun-Fu Chen, He-Yuan Lin, Ming-Jiun Wang

J. Signal Process. Syst., 2015

Multi-modality Mobile Image Recognition Based on Thermal and Visual Cameras.

Jui-Hsin Larry Lai, Chung-Ching Lin, Chun-Fu (Richard) Chen, Ching-Yung Lin

Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Efficient Multi-training Framework of Image Deep Learning on GPU Cluster.

Chun-Fu (Richard) Chen, Gwo Giun Chris Lee, Yinglong Xia, W. Sabrina Lin, Toyotaro Suzumura, Ching-Yung Lin

Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Implementation of Gabor feature extraction algorithm for electrocardiogram on FPGA.

Gwo Giun Chris Lee, Zuo-Jheng Huang, Chih-Yuan Chen, Chun-Fu Chen

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

IBM system G Social Media Solution: Analyze multimedia content, people, and network dynamics in context.

Ching-Yung Lin, Danny L. Yeh, Nan Cao, Jui-Hsin Lai, Chun-Fu (Richard) Chen, Conglei Shi, Jie Lu, Jason Crawford, Keith Houck, Yinglong Xia, Wan-Yi Sabrina Lin, Richard B. Hull, Fenno F. Terry Heath III, Piyawadee Sukaviriya, SweeFen Goh

Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Reconfigurable filter bank design via principal component analysis and low rank approximation.

Chun-Hsi Huang, Gwo Giun Chris Lee, Chun-Fu (Richard) Chen, Yinglong Xia, Ching-Yung Lin

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014

Bi-Directional Trajectory Tracking With Variable Block-Size Motion Estimation for Frame Rate Up-Convertor.

Gwo Giun Lee, Chun-Fu Chen, Ching-Jui Hsiao, Jui-Che Wu

IEEE J. Emerg. Sel. Topics Circuits Syst., 2014

Content-adaptive depth map enhancement based on motion distribution.

Gwo Giun Chris Lee, Bo-Syun Li, Chun-Fu Chen

Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Mapping visual signal processing onto multi-core platform via algorithm/architecture co-exploration.

Chun-Fu Chen, Gwo Giun Chris Lee, Zheng-Han Yu, Chun-Hsi Huang

Proceedings of the 2014 IEEE Workshop on Signal Processing Systems, 2014

Density analysis of collagen fibers based on enhanced frangi filter in Second Harmonic Generation virtual biopsy images.

Cheng-Syun Cai, Chun-Fu Chen, Gwo Giun Lee, Guan-Liang Lin, Sin-Yo Chou, Ming-Rung Tsai, Yi-Hua Liao, Chi-Kuang Sun

Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

Design of view synthesis prediction in 3D-HEVC via algorithmic complexity analysis.

Gwo Giun Chris Lee, Bo-Syun Li, Chun-Fu Chen

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Automatic Cell Segmentation and Nuclear-to-Cytoplasmic Ratio Analysis for Third Harmonic Generated Microscopy Medical Images.

Gwo Giun Lee, Huan-Hsiang Lin, Ming-Rung Tsai, Sin-Yo Chou, Wen-Jeng Lee, Yi-Hua Liao, Chi-Kuang Sun, Chun-Fu Chen

IEEE Trans. Biomed. Circuits Syst., 2013

Motion-based depth estimation for 2D-to-3D video conversion.

Ming-Jiun Wang, Chun-Fu Chen, Gwo Giun Lee

Proceedings of the 2013 Visual Communications and Image Processing, 2013

Algorithmic complexity analysis on data transfer rate and data storage for multidimensional signal processing.

Gwo Giun Lee, Chun-Fu Chen, He-Yuan Lin

Proceedings of the IEEE Workshop on Signal Processing Systems, 2013

Depth map enhancement based on Z-displacement of objects.

Gwo Giun Chris Lee, Ciao-Siang Siao, Chunhui Cui, Chun-Fu Chen, Yan Huo, Huan-Hsiang Lin

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012

Quantifying Intrinsic Parallelism Using Linear Algebra for Algorithm/Architecture Coexploration.

Gwo Giun Lee, He-Yuan Lin, Chun-Fu Chen, Tsung-Yuan Huang

IEEE Trans. Parallel Distributed Syst., 2012

Variable Block Size Motion Estimator Design for Scan Rate Up-convertor.

Chun-Fu Chen, Gwo Giun Chris Lee, Jui-Che Wu, Ching-Jui Hsiao, Jun-Yuan Ke

Proceedings of the 2012 IEEE Workshop on Signal Processing Systems, 2012

Cell segmentation and NC ratio analysis of third harmonic generation virtual biopsy images based on marker-controlled gradient watershed algorithm.

Huan-Hsiang Lin, Ming-Rung Tsai, Chun-Fu Chen, Szu-Yu Chen, Yi-Hua Liao, Gwo Giun Lee, Chi-Kuang Sun

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Gabor feature extraction for electrocardiogram signals.

Gwo Giun Lee, Jhen-Yue Hu, Chun-Fu Chen, Huan-Hsiang Lin

Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012

Architecture of high-throughput context adaptive variable length coding decoder in AVC/H.264.

Gwo Giun Lee, Shu-Ming Xu, Chun-Fu Chen, Ching-Jui Hsiao

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011

Reconfigurable inverse transform architecture for multiple purpose video coding.

Tsung-Yuan Huang, He-Yuan Lin, Chun-Fu Chen, Gwo Giun Lee

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011