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Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition

Oct 23, 2020
Chun-Fu Chen, Rameswar Panda, Kandan Ramakrishnan, Rogerio Feris, John Cohn, Aude Oliva, Quanfu Fan

* Codes and models are available on https://github.com/IBM/action-recognition-pytorch 

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

Dec 02, 2019
Quanfu Fan, Chun-Fu Chen, Hilde Kuehne, Marco Pistoia, David Cox

* Accepted at NeurIPS 2019, codes and models are available at https://github.com/IBM/bLVNet-TAM 

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Adversarial T-shirt! Evading Person Detectors in A Physical World

Nov 27, 2019
Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin


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

Nov 04, 2019
Mathew Monfort, Kandan Ramakrishnan, Alex Andonian, Barry A McNamara, Alex Lascelles, Bowen Pan, Quanfu Fan, Dan Gutfreund, Rogerio Feris, Aude Oliva


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Evading Real-Time Person Detectors by Adversarial T-shirt

Oct 18, 2019
Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin


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Reasoning About Human-Object Interactions Through Dual Attention Networks

Sep 10, 2019
Tete Xiao, Quanfu Fan, Dan Gutfreund, Mathew Monfort, Aude Oliva, Bolei Zhou

* ICCV 2019 

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Interpreting Adversarial Examples by Activation Promotion and Suppression

Apr 03, 2019
Kaidi Xu, Sijia Liu, Gaoyuan Zhang, Mengshu Sun, Pu Zhao, Quanfu Fan, Chuang Gan, Xue Lin


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Structured Adversarial Attack: Towards General Implementation and Better Interpretability

Oct 04, 2018
Kaidi Xu, Sijia Liu, Pu Zhao, Pin-Yu Chen, Huan Zhang, Quanfu Fan, Deniz Erdogmus, Yanzhi Wang, Xue Lin


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Efficient Fusion of Sparse and Complementary Convolutions

Sep 11, 2018
Chun-Fu Chen, Quanfu Fan, Marco Pistoia, Gwo Giun Lee

* 10 pages, updated with correct numbers 

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

Jul 10, 2018
Chun-Fu Chen, Quanfu Fan, Neil Mallinar, Tom Sercu, Rogerio Feris


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Moments in Time Dataset: one million videos for event understanding

Jan 09, 2018
Mathew Monfort, Bolei Zhou, Sarah Adel Bargal, Alex Andonian, Tom Yan, Kandan Ramakrishnan, Lisa Brown, Quanfu Fan, Dan Gutfruend, Carl Vondrick, Aude Oliva


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

Jul 25, 2016
Zhaowei Cai, Quanfu Fan, Rogerio S. Feris, Nuno Vasconcelos


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