Quanfu Fan

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 48

Top Venues

CoRR

WACV

ICCV

ICLR

University of Arizona, Tucson, USA (PHD)

Education History

University of Arizona, Tucson, USA

PHD

Publications

Jongwoo Park, Kumara Kahatapitiya, Donghyun Kim, Shivchander Sudalairaj, Quanfu Fan, Michael S. Ryoo
Grafting Vision Transformers. WACV (2024)
Quanfu Fan, Yilai Li, Yuguang Yao, John Cohn, Sijia Liu, Ziping Xu, Seychelle M. Vos, Michael A. Cianfrocco
CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection. WACV (2024)
Jinhao Duan, Quanfu Fan, Hao Cheng, Xiaoshuang Shi, Kaidi Xu
Improve Video Representation with Temporal Adversarial Augmentation. IJCAI (2023)
Jinhao Duan, Quanfu Fan, Hao Cheng, Xiaoshuang Shi, Kaidi Xu
Improve Video Representation with Temporal Adversarial Augmentation. CoRR (2023)
Chun-Fu Chen, Rameswar Panda, Quanfu Fan
RegionViT: Regional-to-Local Attention for Vision Transformers. ICLR (2022)
Mathew Monfort, Bowen Pan, Kandan Ramakrishnan, Alex Andonian, Barry A. McNamara, Alex Lascelles, Quanfu Fan, Dan Gutfreund, Rogério Schmidt Feris, Aude Oliva
Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Jongwoo Park, Kumara Kahatapitiya, Donghyun Kim, Shivchander Sudalairaj, Quanfu Fan, Michael S. Ryoo
Grafting Vision Transformers. CoRR (2022)
Quanfu Fan, Yilai Li, Yuguang Yao, John Cohn, Sijia Liu, Seychelle M. Vos, Michael A. Cianfrocco
CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection. CoRR (2022)
Tim Frommknecht, Pedro Alves Zipf, Quanfu Fan, Nina Shvetsova, Hilde Kuehne
Augmentation Learning for Semi-Supervised Classification. CoRR (2022)
Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiangyi Chen, Pin-Yu Chen, Quanfu Fan, Lee Martie, Lior Horesh, Mingyi Hong, Sijia Liu
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale. CoRR (2022)
Quanfu Fan, Chun-Fu Chen, Rameswar Panda
Can an Image Classifier Suffice For Action Recognition? ICLR (2022)
Tim Frommknecht, Pedro Alves Zipf, Quanfu Fan, Nina Shvetsova, Hilde Kuehne
Augmentation Learning for Semi-Supervised Classification. GCPR (2022)
Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiangyi Chen, Pin-Yu Chen, Quanfu Fan, Lee Martie, Lior Horesh, Mingyi Hong, Sijia Liu
Distributed adversarial training to robustify deep neural networks at scale. UAI (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 (Richard) Chen, Rameswar Panda, Kandan Ramakrishnan, Rogério Feris, John Cohn, Aude Oliva, Quanfu Fan
Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition. CVPR (2021)
Chun-Fu Chen, Quanfu Fan, Rameswar Panda
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification. CoRR (2021)
Rameswar Panda, Chun-Fu (Richard) Chen, Quanfu Fan, Ximeng Sun, Kate Saenko, Aude Oliva, Rogério Feris
AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition. ICCV (2021)
Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, Una-May O'Reilly
Generating Adversarial Computer Programs using Optimized Obfuscations. ICLR (2021)
Chun-Fu Chen, Rameswar Panda, Quanfu Fan
RegionViT: Regional-to-Local Attention for Vision Transformers. CoRR (2021)
Quanfu Fan, Chun-Fu Chen, Rameswar Panda
An Image Classifier Can Suffice For Video Understanding. CoRR (2021)
Chun-Fu (Richard) Chen, Quanfu Fan, Rameswar Panda
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification. ICCV (2021)
Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, Una-May O'Reilly
Generating Adversarial Computer Programs using Optimized Obfuscations. 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)
Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin
Adversarial T-Shirt! Evading Person Detectors in a Physical World. ECCV (5) (2020)
Mathew Monfort, Carl Vondrick, Aude Oliva, Alex Andonian, Bolei Zhou, Kandan Ramakrishnan, Sarah Adel Bargal, Tom Yan, Lisa M. Brown, Quanfu Fan, Dan Gutfreund
Moments in Time Dataset: One Million Videos for Event Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 42 (2) (2020)
Kandan Ramakrishnan, Rameswar Panda, Quanfu Fan, John Henning, Aude Oliva, Rogério Feris
Relationship Matters: Relation Guided Knowledge Transfer for Incremental Learning of Object Detectors. CVPR Workshops (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 (Richard) Chen, Hilde Kuehne, Marco Pistoia, David D. Cox
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation. NeurIPS (2019)
Kaidi Xu, Sijia Liu, Gaoyuan Zhang, Mengshu Sun, Pu Zhao, Quanfu Fan, Chuang Gan, Xue Lin
Interpreting Adversarial Examples by Activation Promotion and Suppression. CoRR (2019)
Tete Xiao, Quanfu Fan, Dan Gutfreund, Mathew Monfort, Aude Oliva, Bolei Zhou
Reasoning About Human-Object Interactions Through Dual Attention Networks. CoRR (2019)
Mathew Monfort, Kandan Ramakrishnan, Alex Andonian, Barry A. McNamara, Alex Lascelles, Bowen Pan, Quanfu Fan, Dan Gutfreund, Rogério Schmidt Feris, Aude Oliva
Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding. CoRR (2019)
Chun-Fu (Richard) Chen, Quanfu Fan, Neil Mallinar, Tom Sercu, Rogério Schmidt Feris
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition. ICLR (Poster) (2019)
Tete Xiao, Quanfu Fan, Danny Gutfreund, Mathew Monfort, Aude Oliva, Bolei Zhou
Reasoning About Human-Object Interactions Through Dual Attention Networks. ICCV (2019)
Kaidi Xu, Sijia Liu, Pu Zhao, Pin-Yu Chen, Huan Zhang, Quanfu Fan, Deniz Erdogmus, Yanzhi Wang, Xue Lin
Structured Adversarial Attack: Towards General Implementation and Better Interpretability. ICLR (Poster) (2019)
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)
Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin
Evading Real-Time Person Detectors by Adversarial T-shirt. CoRR (2019)
Chun-Fu Chen, Quanfu Fan, Marco Pistoia, Gwo Giun Lee
Efficient Fusion of Sparse and Complementary Convolutions for Object Recognition and Detection. CoRR (2018)
Mathew Monfort, Bolei Zhou, Sarah Adel Bargal, Alex Andonian, Tom Yan, Kandan Ramakrishnan, Lisa M. Brown, Quanfu Fan, Dan Gutfreund, Carl Vondrick, Aude Oliva
Moments in Time Dataset: one million videos for event understanding. CoRR (2018)
Chun-Fu Chen, Jinwook Oh, Quanfu Fan, Marco Pistoia
SC-Conv: Sparse-Complementary Convolution for Efficient Model Utilization on CNNs. ISM (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)
Mandis Beigi, Lisa M. Brown, Quanfu Fan, John Henning, Chung-Ching Lin, Honghui Shi, Chiao-Fe Shu, Rogério Schmidt Feris
Object-Centric Spatio-Temporal Activity Detection and Recognition. TRECVID (2018)
Handong Zhao, Quanfu Fan, Dan Gutfreund, Yun Fu
Semantically Guided Visual Question Answering. WACV (2018)
Quanfu Fan, Richard Chen
Sparse Deep Feature Representation for Object Detection from Wearable Cameras. BMVC (2017)
Zhaowei Cai, Quanfu Fan, Rogério Schmidt Feris, Nuno Vasconcelos
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection. CoRR (2016)
Jingjing Liu, Quanfu Fan, Sharath Pankanti, Dimitris N. Metaxas
People detection in crowded scenes by context-driven label propagation. WACV (2016)
Lisa M. Brown, Quanfu Fan
Enhanced face detection using body part detections for wearable cameras. ICPR (2016)
Quanfu Fan, Lisa M. Brown, John Smith
A closer look at Faster R-CNN for vehicle detection. Intelligent Vehicles Symposium (2016)
Zhaowei Cai, Quanfu Fan, Rogério Schmidt Feris, Nuno Vasconcelos
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection. ECCV (4) (2016)
Lisa M. Brown, Quanfu Fan, Yun Zhai
Self-calibration from vehicle information. AVSS (2015)
Yu Cheng, Quanfu Fan, Sharath Pankanti, Alok N. Choudhary
Temporal Sequence Modeling for Video Event Detection. CVPR (2014)
Quanfu Fan, Sharath Pankanti, Lisa M. Brown
Long-term object tracking for parked vehicle detection. AVSS (2014)
Yu Cheng, Lisa M. Brown, Quanfu Fan, Jingjing Liu, Rogério Schmidt Feris, Alok N. Choudhary, Sharath Pankanti
IBM-Northwestern@TRECVID 2014: Surveillance Event Detection. TRECVID (2014)
Jiyan Yang, Vikas Sindhwani, Quanfu Fan, Haim Avron, Michael W. Mahoney
Random Laplace Feature Maps for Semigroup Kernels on Histograms. CVPR (2014)
Qiang Chen, Yang Cai, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti
Spatio-temporal fisher vector coding for surveillance event detection. ACM Multimedia (2013)
Jonathan Connell, Quanfu Fan, Prasad Gabbur, Norman Haas, Sharath Pankanti, Hoang Trinh
Retail video analytics: an overview and survey. Video Surveillance and Transportation Imaging Applications (2013)
Lisa M. Brown, Liangliang Cao, Chih-Fu Chang, Yu Cheng, Alok N. Choudhary, Noel Codella, Courtenay V. Cotton, Dan Ellis, Quanfu Fan, Rogério Schmidt Feris, Leiguang Gong, Matthew L. Hill, Gang Hua, John R. Kender, Michele Merler, Yadong Mu, Sharath Pankanti, John R. Smith, Felix X. Yu
IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems. TRECVID (2013)
Quanfu Fan, Prasad Gabbur, Sharath Pankanti
Relative Attributes for Large-Scale Abandoned Object Detection. ICCV (2013)
Hoang Trinh, Sharath Pankanti, Quanfu Fan
Multimodal ranking for non-compliance detection in retail surveillance. WACV (2012)
Hoang Trinh, Quanfu Fan, Prasad Gabbur, Sharath Pankanti
Hand tracking by binary quadratic programming and its application to retail activity recognition. CVPR (2012)
Quanfu Fan, Sharath Pankanti
Robust Foreground and Abandonment Analysis for Large-Scale Abandoned Object Detection in Complex Surveillance Videos. AVSS (2012)
Shoou-I Yu, Zhongwen Xu, Duo Ding, Waito Sze, Francisco Vicente, Zhenzhong Lan, Yang Cai, Shourabh Rawat, Peter F. Schulam, Nisarga Markandaiah, Sohail Bahmani, Antonio Juárez, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Lu Jiang, Qiang Chen, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti
Informedia @TRECVID 2012. TRECVID (2012)
Sharath Pankanti, Lisa M. Brown, Jonathan H. Connell, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Norman Haas, Ying Li, Nalini K. Ratha, Hoang Trinh
Practical computer vision: Example techniques and challenges. IBM J. Res. Dev. 55 (5) (2011)
Quanfu Fan, Sharath Pankanti
Modeling of temporarily static objects for robust abandoned object detection in urban surveillance. AVSS (2011)
Jiyan Pan, Quanfu Fan, Sharath Pankanti, Hoang Trinh, Prasad Gabbur, Sachiko Miyazawa
Soft margin keyframe comparison: Enhancing precision of fraud detection in retail surveillance. WACV (2011)
Quanfu Fan, Kobus Barnard, Arnon Amir, Alon Efrat
Robust Spatiotemporal Matching of Electronic Slides to Presentation Videos. IEEE Trans. Image Process. 20 (8) (2011)
Hoang Trinh, Quanfu Fan, Jiyan Pan, Prasad Gabbur, Sachiko Miyazawa, Sharath Pankanti
Detecting human activities in retail surveillance using hierarchical finite state machine. ICASSP (2011)
Prasad Gabbur, Sharath Pankanti, Quanfu Fan, Hoang Trinh
A pattern discovery approach to retail fraud detection. KDD (2011)
Jiyan Pan, Quanfu Fan, Sharath Pankanti
Robust abandoned object detection using region-level analysis. ICIP (2011)
Lei Ding, Quanfu Fan, Jen-Hao Hsiao, Sharath Pankanti
Graph based event detection from realistic videos using weak feature correspondence. ICASSP (2010)
Lei Ding, Quanfu Fan, Sharath Pankanti
An integer programming approach to visual compliance. ICIP (2010)
Quanfu Fan, Akira Yanagawa, Russell Bobbitt, Yun Zhai, Rick Kjeldsen, Sharath Pankanti, Arun Hampapur
Fast detection of retail fraud using polar touch buttons. ICME (2009)
Sharath Pankanti, Quanfu Fan, Yun Zhai, Russell Bobbitt, Akira Yanagawa, Sachiko Miyazawa, Frederik Kjeldsen, Arun Hampapur
Multi-media compliance: A practical paradigm for managing business integrity. ICME (2009)
Quanfu Fan, Kobus Barnard, Arnon Amir, Alon Efrat
Accurate alignment of presentation slides with educational video. ICME (2009)
Quanfu Fan, Russell Bobbitt, Yun Zhai, Akira Yanagawa, Sharath Pankanti, Arun Hampapur
Recognition of repetitive sequential human activity. CVPR (2009)
Quanfu Fan, Akira Yanagawa, Russell Bobbitt, Yun Zhai, Rick Kjeldsen, Sharath Pankanti, Arun Hampapur
Detecting sweethearting in retail surveillance videos. ICASSP (2009)
Kobus Barnard, Quanfu Fan, Ranjini Swaminathan, Anthony Hoogs, Roderic Collins, Pascale Rondot, John P. Kaufhold
Evaluation of Localized Semantics: Data, Methodology, and Experiments. Int. J. Comput. Vis. 77 (1-3) (2008)
Alon Efrat, Quanfu Fan, Suresh Venkatasubramanian
Curve Matching, Time Warping, and Light Fields: New Algorithms for Computing Similarity between Curves. J. Math. Imaging Vis. 27 (3) (2007)
Quanfu Fan, Arnon Amir, Kobus Barnard, Ranjini Swaminathan, Alon Efrat
Temporal Modeling of Slide Change in Presentation Videos. ICASSP (1) (2007)
Kobus Barnard, Quanfu Fan
Reducing correspondence ambiguity in loosely labeled training data. CVPR (2007)
Quanfu Fan, Kobus Barnard, Arnon Amir, Alon Efrat, Ming Lin
Matching slides to presentation videos using SIFT and scene background matching. Multimedia Information Retrieval (2006)
Quanfu Fan, Alon Efrat, Vladlen Koltun, Shankar Krishnan, Suresh Venkatasubramanian
Hardware-Assisted Natural Neighbor Interpolation. ALENEX/ANALCO (2005)

Quanfu Fan.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Quanfu Fan