Quanfu Fan

According to our database, Quanfu Fan authored at least 68 papers between 2005 and 2024.

Collaborative distances:

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

2024

CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection.

Quanfu Fan, Yilai Li, Yuguang Yao, John Cohn, Sijia Liu, Ziping Xu, Seychelle M. Vos, Michael A. Cianfrocco

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

Grafting Vision Transformers.

Jongwoo Park, Kumara Kahatapitiya, Donghyun Kim, Shivchander Sudalairaj, Quanfu Fan, Michael S. Ryoo

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

2023

Improve Video Representation with Temporal Adversarial Augmentation.

Jinhao Duan, Quanfu Fan, Hao Cheng, Xiaoshuang Shi, Kaidi Xu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding.

Mathew Monfort, Bowen Pan, Kandan Ramakrishnan, Alex Andonian, Barry A. McNamara, Alex Lascelles, Quanfu Fan, Dan Gutfreund, Rogério Schmidt Feris, Aude Oliva

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Temporal Relevance Analysis for Video Action Models.

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

CoRR, 2022

CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection.

Quanfu Fan, Yilai Li, Yuguang Yao, John Cohn, Sijia Liu, Seychelle M. Vos, Michael A. Cianfrocco

CoRR, 2022

Distributed adversarial training to robustify deep neural networks at scale.

Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiangyi Chen, Pin-Yu Chen, Quanfu Fan, Lee Martie, Lior Horesh, Mingyi Hong, Sijia Liu

Proceedings of the Uncertainty in Artificial Intelligence, 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

Augmentation Learning for Semi-Supervised Classification.

Tim Frommknecht, Pedro Alves Zipf, Quanfu Fan, Nina Shvetsova, Hilde Kuehne

Proceedings of the Pattern Recognition, 2022

2021

An Image Classifier Can Suffice For Video Understanding.

Quanfu Fan, Chun-Fu Chen, Rameswar Panda

CoRR, 2021

Generating Adversarial Computer Programs using Optimized Obfuscations.

Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, Una-May O'Reilly

Proceedings of the 9th International Conference on Learning Representations, 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

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

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

2020

Moments in Time Dataset: One Million Videos for Event Understanding.

Mathew Monfort, Carl Vondrick, Aude Oliva, Alex Andonian, Bolei Zhou, Kandan Ramakrishnan, Sarah Adel Bargal, Tom Yan, Lisa M. Brown, Quanfu Fan, Dan Gutfreund

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Adversarial T-Shirt! Evading Person Detectors in a Physical World.

Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin

Proceedings of the Computer Vision - ECCV 2020, 2020

Relationship Matters: Relation Guided Knowledge Transfer for Incremental Learning of Object Detectors.

Kandan Ramakrishnan, Rameswar Panda, Quanfu Fan, John Henning, Aude Oliva, Rogério Feris

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Evading Real-Time Person Detectors by Adversarial T-shirt.

Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin

CoRR, 2019

Interpreting Adversarial Examples by Activation Promotion and Suppression.

Kaidi Xu, Sijia Liu, Gaoyuan Zhang, Mengshu Sun, Pu Zhao, Quanfu Fan, Chuang Gan, Xue Lin

CoRR, 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

Structured Adversarial Attack: Towards General Implementation and Better Interpretability.

Kaidi Xu, Sijia Liu, Pu Zhao, Pin-Yu Chen, Huan Zhang, Quanfu Fan, Deniz Erdogmus, Yanzhi Wang, Xue Lin

Proceedings of the 7th International Conference on Learning Representations, 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

Reasoning About Human-Object Interactions Through Dual Attention Networks.

Tete Xiao, Quanfu Fan, Danny Gutfreund, Mathew Monfort, Aude Oliva, Bolei Zhou

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 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

Semantically Guided Visual Question Answering.

Handong Zhao, Quanfu Fan, Dan Gutfreund, Yun Fu

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Object-Centric Spatio-Temporal Activity Detection and Recognition.

Mandis Beigi, Lisa M. Brown, Quanfu Fan, John Henning, Chung-Ching Lin, Honghui Shi, Chiao-Fe Shu, Rogério Schmidt Feris

Proceedings of the 2018 TREC Video Retrieval Evaluation, 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

2017

Sparse Deep Feature Representation for Object Detection from Wearable Cameras.

Quanfu Fan, Richard Chen

Proceedings of the British Machine Vision Conference 2017, 2017

2016

People detection in crowded scenes by context-driven label propagation.

Jingjing Liu, Quanfu Fan, Sharath Pankanti, Dimitris N. Metaxas

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

A closer look at Faster R-CNN for vehicle detection.

Quanfu Fan, Lisa M. Brown, John Smith

Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Enhanced face detection using body part detections for wearable cameras.

Lisa M. Brown, Quanfu Fan

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection.

Zhaowei Cai, Quanfu Fan, Rogério Schmidt Feris, Nuno Vasconcelos

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Self-calibration from vehicle information.

Lisa M. Brown, Quanfu Fan, Yun Zhai

Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014

IBM-Northwestern@TRECVID 2014: Surveillance Event Detection.

Yu Cheng, Lisa M. Brown, Quanfu Fan, Jingjing Liu, Rogério Schmidt Feris, Alok N. Choudhary, Sharath Pankanti

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Random Laplace Feature Maps for Semigroup Kernels on Histograms.

Jiyan Yang, Vikas Sindhwani, Quanfu Fan, Haim Avron, Michael W. Mahoney

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Temporal Sequence Modeling for Video Event Detection.

Yu Cheng, Quanfu Fan, Sharath Pankanti, Alok N. Choudhary

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Long-term object tracking for parked vehicle detection.

Quanfu Fan, Sharath Pankanti, Lisa M. Brown

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013

IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems.

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

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Spatio-temporal fisher vector coding for surveillance event detection.

Qiang Chen, Yang Cai, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti

Proceedings of the ACM Multimedia Conference, 2013

Relative Attributes for Large-Scale Abandoned Object Detection.

Quanfu Fan, Prasad Gabbur, Sharath Pankanti

Proceedings of the IEEE International Conference on Computer Vision, 2013

Retail video analytics: an overview and survey.

Jonathan Connell, Quanfu Fan, Prasad Gabbur, Norman Haas, Sharath Pankanti, Hoang Trinh

Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013

2012

Multimodal ranking for non-compliance detection in retail surveillance.

Hoang Trinh, Sharath Pankanti, Quanfu Fan

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Informedia @TRECVID 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

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Hand tracking by binary quadratic programming and its application to retail activity recognition.

Hoang Trinh, Quanfu Fan, Prasad Gabbur, Sharath Pankanti

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Robust Foreground and Abandonment Analysis for Large-Scale Abandoned Object Detection in Complex Surveillance Videos.

Quanfu Fan, Sharath Pankanti

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011

Robust Spatiotemporal Matching of Electronic Slides to Presentation Videos.

Quanfu Fan, Kobus Barnard, Arnon Amir, Alon Efrat

IEEE Trans. Image Process., 2011

Practical computer vision: Example techniques and challenges.

Sharath Pankanti, Lisa M. Brown, Jonathan H. Connell, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Norman Haas, Ying Li, Nalini K. Ratha, Hoang Trinh

IBM J. Res. Dev., 2011

Soft margin keyframe comparison: Enhancing precision of fraud detection in retail surveillance.

Jiyan Pan, Quanfu Fan, Sharath Pankanti, Hoang Trinh, Prasad Gabbur, Sachiko Miyazawa

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

A pattern discovery approach to retail fraud detection.

Prasad Gabbur, Sharath Pankanti, Quanfu Fan, Hoang Trinh

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Robust abandoned object detection using region-level analysis.

Jiyan Pan, Quanfu Fan, Sharath Pankanti

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Detecting human activities in retail surveillance using hierarchical finite state machine.

Hoang Trinh, Quanfu Fan, Jiyan Pan, Prasad Gabbur, Sachiko Miyazawa, Sharath Pankanti

Proceedings of the IEEE International Conference on Acoustics, 2011

Modeling of temporarily static objects for robust abandoned object detection in urban surveillance.

Quanfu Fan, Sharath Pankanti

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010

An integer programming approach to visual compliance.

Lei Ding, Quanfu Fan, Sharath Pankanti

Proceedings of the International Conference on Image Processing, 2010

Graph based event detection from realistic videos using weak feature correspondence.

Lei Ding, Quanfu Fan, Jen-Hao Hsiao, Sharath Pankanti

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Multi-media compliance: A practical paradigm for managing business integrity.

Sharath Pankanti, Quanfu Fan, Yun Zhai, Russell Bobbitt, Akira Yanagawa, Sachiko Miyazawa, Frederik Kjeldsen, Arun Hampapur

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Fast detection of retail fraud using polar touch buttons.

Quanfu Fan, Akira Yanagawa, Russell Bobbitt, Yun Zhai, Rick Kjeldsen, Sharath Pankanti, Arun Hampapur

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Accurate alignment of presentation slides with educational video.

Quanfu Fan, Kobus Barnard, Arnon Amir, Alon Efrat

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Detecting sweethearting in retail surveillance videos.

Quanfu Fan, Akira Yanagawa, Russell Bobbitt, Yun Zhai, Rick Kjeldsen, Sharath Pankanti, Arun Hampapur

Proceedings of the IEEE International Conference on Acoustics, 2009

Recognition of repetitive sequential human activity.

Quanfu Fan, Russell Bobbitt, Yun Zhai, Akira Yanagawa, Sharath Pankanti, Arun Hampapur

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Composite Event Detection in Multi-Camera and Multi-Sensor Surveillance Networks.

Yun Zhai, Rogério Schmidt Feris, Lisa M. Brown, Russell Bobbitt, Arun Hampapur, Sharath Pankanti, Quanfu Fan, Akira Yanagawa, Ying-li Tian, Senem Velipasalar

Proceedings of the Multi-Camera Networks, 2009

2008

Matching Slides to Presentation Videos.

Quanfu Fan

PhD thesis, 2008

Evaluation of Localized Semantics: Data, Methodology, and Experiments.

Kobus Barnard, Quanfu Fan, Ranjini Swaminathan, Anthony Hoogs, Roderic Collins, Pascale Rondot, John P. Kaufhold

Int. J. Comput. Vis., 2008

2007

Curve Matching, Time Warping, and Light Fields: New Algorithms for Computing Similarity between Curves.

Alon Efrat, Quanfu Fan, Suresh Venkatasubramanian

J. Math. Imaging Vis., 2007

Temporal Modeling of Slide Change in Presentation Videos.

Quanfu Fan, Arnon Amir, Kobus Barnard, Ranjini Swaminathan, Alon Efrat

Proceedings of the IEEE International Conference on Acoustics, 2007

Reducing correspondence ambiguity in loosely labeled training data.

Kobus Barnard, Quanfu Fan

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Matching slides to presentation videos using SIFT and scene background matching.

Quanfu Fan, Kobus Barnard, Arnon Amir, Alon Efrat, Ming Lin

Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

2005

Hardware-Assisted Natural Neighbor Interpolation.

Quanfu Fan, Alon Efrat, Vladlen Koltun, Shankar Krishnan, Suresh Venkatasubramanian

Proceedings of the Seventh Workshop on Algorithm Engineering and Experiments and the Second Workshop on Analytic Algorithmics and Combinatorics, 2005