Chun-Fu Chen

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 36

Top Topics

Weakly Supervised

Variable Length Coding

Neural Architecture

Top Venues

J. Signal Process. Syst.

Publications

Chun-Fu Chen, Bill Moriarty, Shaohan Hu, Sean Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
Model-Agnostic Utility-Preserving Biometric Information Anonymization. Int. J. Inf. Sec. 23 (4) (2024)
Hsiang Hsu, Guihong Li, Shaohan Hu, Chun-Fu Chen
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation. CoRR (2024)
Wei-Cheng Huang, Chun-Fu Chen, Hsiang Hsu
OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning. CoRR (2024)
Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu
Machine Unlearning for Image-to-Image Generative Models. ICLR (2024)
Hsiang Hsu, Guihong Li, Shaohan Hu, Chun-Fu Chen
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation. ICLR (2024)
Yi Li, Rameswar Panda, Yoon Kim, Chun-Fu Chen, Rogério Feris, David D. Cox, Nuno Vasconcelos
VALHALLA: Visual Hallucination for Machine Translation. CoRR (2022)
Chun-Fu Chen, Rameswar Panda, Quanfu Fan
RegionViT: Regional-to-Local Attention for Vision Transformers. ICLR (2022)
Chun-Fu Chen, Shaohan Hu, Zhonghao Shi, Prateek Gulati, Bill Moriarty, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
MaSS: Multi-attribute Selective Suppression. CoRR (2022)
Manel Baradad, Chun-Fu Chen, Jonas Wulff, Tongzhou Wang, Rogério Feris, Antonio Torralba, Phillip Isola
Procedural Image Programs for Representation Learning. CoRR (2022)
Quanfu Fan, Chun-Fu Chen, Rameswar Panda
Can an Image Classifier Suffice For Action Recognition? ICLR (2022)
Quanfu Fan, Donghyun Kim, Chun-Fu Chen, Stan Sclaroff, Kate Saenko, Sarah Adel Bargal
Temporal Relevance Analysis for Video Action Models. CoRR (2022)
Chun-Fu Chen, Quanfu Fan, Rameswar Panda
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification. CoRR (2021)
Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Richard J. Radke, Rogério Feris
A Broad Study on the Transferability of Visual Representations with Contrastive Learning. CoRR (2021)
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
Detector-Free Weakly Supervised Grounding by Separation. ICCV (2021)
Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Richard J. Radke, Rogério Feris
A Broad Study on the Transferability of Visual Representations with Contrastive Learning. ICCV (2021)
Chun-Fu Chen, Rameswar Panda, Quanfu Fan
RegionViT: Regional-to-Local Attention for Vision Transformers. CoRR (2021)
Samarth Mishra, Rameswar Panda, Cheng Perng Phoo, Chun-Fu Chen, Leonid Karlinsky, Kate Saenko, Venkatesh Saligrama, Rogério Schmidt Feris
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data. CoRR (2021)
Quanfu Fan, Chun-Fu Chen, Rameswar Panda
An Image Classifier Can Suffice For Video Understanding. CoRR (2021)
Ximeng Sun, Rameswar Panda, Chun-Fu Chen, Naigang Wang, Bowen Pan, Kailash Gopalakrishnan, Aude Oliva, Rogério Feris, Kate Saenko
All at Once Network Quantization via Collaborative Knowledge Transfer. CoRR (2021)
Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Richard J. Radke
Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data. CoRR (2021)
Ximeng Sun, Rameswar Panda, Chun-Fu Chen, Aude Oliva, Rogério Feris, Kate Saenko
Dynamic Network Quantization for Efficient Video Inference. CoRR (2021)
Rameswar Panda, Chun-Fu Chen, Quanfu Fan, Ximeng Sun, Kate Saenko, Aude Oliva, Rogério Feris
AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition. CoRR (2021)
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
Detector-Free Weakly Supervised Grounding by Separation. CoRR (2021)
Rameswar Panda, Michele Merler, Mayoore Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu Chen, Minsik Cho, David S. Kung, Rogério Feris, Bishwaranjan Bhattacharjee
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search. CoRR (2020)
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
Large Scale Neural Architecture Search with Polyharmonic Splines. CoRR (2020)
Chun-Fu Chen, Rameswar Panda, Kandan Ramakrishnan, Rogério Feris, John Cohn, Aude Oliva, Quanfu Fan
Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition. CoRR (2020)
Quanfu Fan, Chun-Fu Chen, Hilde Kuehne, Marco Pistoia, David D. Cox
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation. CoRR (2019)
Ruichi Yu, Ang Li, Chun-Fu Chen, Jui-Hsin Lai, Vlad I. Morariu, Xintong Han, Mingfei Gao, Ching-Yung Lin, Larry S. Davis
NISP: Pruning Networks Using Neuron Importance Score Propagation. CVPR (2018)
Chun-Fu Chen, Quanfu Fan, Marco Pistoia, Gwo Giun Lee
Efficient Fusion of Sparse and Complementary Convolutions for Object Recognition and Detection. CoRR (2018)
Chun-Fu Chen, Jinwook Oh, Quanfu Fan, Marco Pistoia
SC-Conv: Sparse-Complementary Convolution for Efficient Model Utilization on CNNs. ISM (2018)
Gabriel Tanase, Toyotaro Suzumura, Jinho Lee, Chun-Fu Chen, Jason Crawford, Hiroki Kanezashi, Song Zhang, Warut D. Vijitbenjaronk
System G Distributed Graph Database. CoRR (2018)
Chun-Fu Chen, Quanfu Fan, Neil Mallinar, Tom Sercu, Rogério Schmidt Feris
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition. CoRR (2018)
Ruichi Yu, Ang Li, Chun-Fu Chen, Jui-Hsin Lai, Vlad I. Morariu, Xintong Han, Mingfei Gao, Ching-Yung Lin, Larry S. Davis
NISP: Pruning Networks using Neuron Importance Score Propagation. CoRR (2017)
Chun-Fu Chen, Gwo Giun Lee, Vincent Sritapan, Ching-Yung Lin
Deep Convolutional Neural Network on iOS Mobile Devices. SiPS (2016)
Gwo Giun Lee, Tzu-Chiang Tai, Wei-Chiao Yang, Chun-Fu Chen, Chun-Hsi Huang
Reconfigurable Interpolation Architecture for Multistandard Video Decoding. J. Signal Process. Syst. 84 (2) (2016)
Gwo Giun Chris Lee, Chun-Fu Chen, Shu-Ming Xu, Ching-Jui Hsiao
High-Throughput Reconfigurable Variable Length Coding Decoder for MPEG-2 and AVC/H.264. J. Signal Process. Syst. 82 (1) (2016)
Gwo Giun Chris Lee, Zuo-Jheng Huang, Chih-Yuan Chen, Chun-Fu Chen
Implementation of Gabor feature extraction algorithm for electrocardiogram on FPGA. ISCAS (2015)
Gwo Giun Chris Lee, Chun-Fu Chen, He-Yuan Lin, Ming-Jiun Wang
3-D Video Generation from Monocular Video Based on Hierarchical Video Segmentation. J. Signal Process. Syst. 81 (3) (2015)
Gwo Giun Chris Lee, Bo-Syun Li, Chun-Fu Chen
Design of view synthesis prediction in 3D-HEVC via algorithmic complexity analysis. ACSSC (2014)
Cheng-Syun Cai, Chun-Fu Chen, Gwo Giun Lee, Guan-Liang Lin, Sin-Yo Chou, Ming-Rung Tsai, Yi-Hua Liao, Chi-Kuang Sun
Density analysis of collagen fibers based on enhanced frangi filter in Second Harmonic Generation virtual biopsy images. ChinaSIP (2014)
Gwo Giun Lee, Chun-Fu Chen, Ching-Jui Hsiao, Jui-Che Wu
Bi-Directional Trajectory Tracking With Variable Block-Size Motion Estimation for Frame Rate Up-Convertor. IEEE J. Emerg. Sel. Topics Circuits Syst. 4 (1) (2014)
Gwo Giun Chris Lee, Bo-Syun Li, Chun-Fu Chen
Content-adaptive depth map enhancement based on motion distribution. VCIP (2014)
Chun-Fu Chen, Gwo Giun Chris Lee, Zheng-Han Yu, Chun-Hsi Huang
Mapping visual signal processing onto multi-core platform via algorithm/architecture co-exploration. SiPS (2014)
Ming-Jiun Wang, Chun-Fu Chen, Gwo Giun Lee
Motion-based depth estimation for 2D-to-3D video conversion. VCIP (2013)
Gwo Giun Lee, Huan-Hsiang Lin, Ming-Rung Tsai, Sin-Yo Chou, Wen-Jeng Lee, Yi-Hua Liao, Chi-Kuang Sun, Chun-Fu Chen
Automatic Cell Segmentation and Nuclear-to-Cytoplasmic Ratio Analysis for Third Harmonic Generated Microscopy Medical Images. IEEE Trans. Biomed. Circuits Syst. 7 (2) (2013)
Gwo Giun Chris Lee, Ciao-Siang Siao, Chunhui Cui, Chun-Fu Chen, Yan Huo, Huan-Hsiang Lin
Depth map enhancement based on Z-displacement of objects. ISCAS (2013)
Gwo Giun Lee, Chun-Fu Chen, He-Yuan Lin
Algorithmic complexity analysis on data transfer rate and data storage for multidimensional signal processing. SiPS (2013)
Huan-Hsiang Lin, Ming-Rung Tsai, Chun-Fu Chen, Szu-Yu Chen, Yi-Hua Liao, Gwo Giun Lee, Chi-Kuang Sun
Cell segmentation and NC ratio analysis of third harmonic generation virtual biopsy images based on marker-controlled gradient watershed algorithm. ISCAS (2012)
Chun-Fu Chen, Gwo Giun Chris Lee, Jui-Che Wu, Ching-Jui Hsiao, Jun-Yuan Ke
Variable Block Size Motion Estimator Design for Scan Rate Up-convertor. SiPS (2012)
Gwo Giun Lee, Shu-Ming Xu, Chun-Fu Chen, Ching-Jui Hsiao
Architecture of high-throughput context adaptive variable length coding decoder in AVC/H.264. APSIPA (2012)
Gwo Giun Lee, Jhen-Yue Hu, Chun-Fu Chen, Huan-Hsiang Lin
Gabor feature extraction for electrocardiogram signals. BioCAS (2012)
Gwo Giun Lee, He-Yuan Lin, Chun-Fu Chen, Tsung-Yuan Huang
Quantifying Intrinsic Parallelism Using Linear Algebra for Algorithm/Architecture Coexploration. IEEE Trans. Parallel Distributed Syst. 23 (5) (2012)
Tsung-Yuan Huang, He-Yuan Lin, Chun-Fu Chen, Gwo Giun Lee
Reconfigurable inverse transform architecture for multiple purpose video coding. ISCAS (2011)