Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020

SVQN: Sequential Variational Soft Q-Learning Networks.

[BibT_eX]

[DOI]

Shiyu Huang

Hang Su

Jun Zhu

Ting Chen

Proceedings of the 8th International Conference on Learning Representations, 2020

Training Interpretable Convolutional Neural Networks by Differentiating Class-Specific Filters.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Defense Against Adversarial Attacks via Controlling Gradient Leaking on Embedded Manifolds.

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[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Benchmarking Adversarial Robustness on Image Classification.

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[DOI]

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

Pruning from Scratch.

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[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Dynamic Network Pruning with Interpretable Layerwise Channel Selection.

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[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Towards controllable image descriptions with semi-supervised VAE.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2019

Stochastic Quantization for Learning Accurate Low-Bit Deep Neural Networks.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2019

Benchmarking Adversarial Robustness.

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[DOI]

CoRR, 2019

Interpretable Disentanglement of Neural Networks by Extracting Class-Specific Subnetwork.

[BibT_eX]

[DOI]

Yulong Wang

Xiaolin Hu

Hang Su

CoRR, 2019

Boosting Generative Models by Leveraging Cascaded Meta-Models.

[BibT_eX]

[DOI]

Fan Bao

Hang Su

Jun Zhu

CoRR, 2019

Reward Shaping via Meta-Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Black-box Adversarial Attacks with a Transfer-based Prior.

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[DOI]

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

Playing FPS Games With Environment-Aware Hierarchical Reinforcement Learning.

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[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Efficient Decision-Based Black-Box Adversarial Attacks on Face Recognition.

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[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks.

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[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learn a Robust Policy in Adversarial Games via Playing with an Expert Opponent.

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[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Sparse Adversarial Perturbations for Videos.

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[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Combo-Action: Training Agent For FPS Game with Auxiliary Tasks.

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[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Deep Structured Generative Models.

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[DOI]

CoRR, 2018

Weighted Bilinear Coding over Salient Body Parts for Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2018

Sparse Adversarial Perturbations for Videos.

[BibT_eX]

[DOI]

Xingxing Wei

Jun Zhu

Hang Su

CoRR, 2018

Recognizing Facial Sketches by Generating Photorealistic Faces Guided by Descriptive Attributes.

[BibT_eX]

[DOI]

IEEE Access, 2018

Video-to-Video Translation with Global Temporal Consistency.

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[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Learning to Write Stylized Chinese Characters by Reading a Handful of Examples.

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[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Analyzing the Noise Robustness of Deep Neural Networks.

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[DOI]

Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018

Essay-Anchor Attentive Multi-Modal Bilinear Pooling for Textbook Question Answering.

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[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Recognizing Minimal Facial Sketch by Generating Photorealistic Faces With the Guidance of Descriptive Attributes.

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[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Interpret Neural Networks by Identifying Critical Data Routing Paths.

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[DOI]

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

Textbook Question Answering Under Instructor Guidance With Memory Networks.

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[DOI]

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

Boosting Adversarial Attacks With Momentum.

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[DOI]

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

Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process.

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[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Graph Correspondence Transfer for Person Re-Identification.

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[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Special Issue on Biomedical Big Data: Understanding, Learning and Applications.

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[DOI]

IEEE Trans. Big Data, 2017

Joint dictionary and metric learning for person re-identification.

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[DOI]

Pattern Recognit., 2017

Motion sketch based crowd video retrieval.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Bilinear dynamics for crowd video analysis.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2017

Crowd Behavior Analysis via Curl and Divergence of Motion Trajectories.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Learning Accurate Low-Bit Deep Neural Networks with Stochastic Quantization.

[BibT_eX]

[DOI]

CoRR, 2017

SAM: Semantic Attribute Modulated Language Modeling.

[BibT_eX]

[DOI]

CoRR, 2017

Forecast the Plausible Paths in Crowd Scenes.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Semi-supervised Max-margin Topic Model with Manifold Posterior Regularization.

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[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Improving Interpretability of Deep Neural Networks with Semantic Information.

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[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Interactive Cell Segmentation Based on Active and Semi-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

Resolution adaptive feature extracting and fusing framework for person re-identification.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Crowd Scene Understanding with Coherent Recurrent Neural Networks.

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[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Motion sketch based crowd video retrieval via motion structure coding.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Joint instance and feature importance re-weighting for person reidentification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Efficient and Robust Semi-supervised Learning Over a Sparse-Regularized Graph.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Neuron Segmentation Based on CNN with Semi-Supervised Regularization.

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[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Cell-sensitive phase contrast microscopy imaging by multiple exposures.

[BibT_eX]

[DOI]

Medical Image Anal., 2015

Towards active annotation for detection of numerous and scattered objects.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Active sample selection and correction propagation on a gradually-augmented graph.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Multiple Scaled Person Re-Identification Framework for HD Video Surveillance Application.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - CCF Chinese Conference, 2015

Kernelized View Adaptive Subspace Learning for Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2015, 2015

2014

The large-scale crowd analysis based on sparse spatial-temporal local binary pattern.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

Representing And Recognizing Motion Trajectories: A Tube And Droplet Approach.

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[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Cell-Sensitive Microscopy Imaging for Cell Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Interactive cell segmentation based on correction propagation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

SAGTA: Semi-automatic Ground Truth Annotation in crowd scenes.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Flux based pedestrian flow estimation in occluded scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

Human detection based on CENTRIST and scale of edge selection.

[BibT_eX]

[DOI]

Changyou Deng

Hua Yang

Hang Su

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

2013

The Large-Scale Crowd Behavior Perception Based on Spatio-Temporal Viscous Fluid Field.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2013

Video Sensor-Based Complex Scene Analysis with Granger Causality.

[BibT_eX]

[DOI]

Sensors, 2013

Cell segmentation in phase contrast microscopy images via semi-supervised classification over optics-related features.

[BibT_eX]

[DOI]

Medical Image Anal., 2013

Cell segmentation via spectral analysis on phase retardation features.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Dynamic background subtraction based on appearance and motion pattern.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012

Phase Contrast Image Restoration via Dictionary Representation of Diffraction Patterns.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Crowd Event Perception Based on Spatio-temporal Viscous Fluid Field.

[BibT_eX]

[DOI]

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

2011

The large-scale crowd density estimation based on sparse spatiotemporal local binary pattern.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Geometric Motion Flow (GMF): A New Feature for Traffic Surveillance.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Image and Graphics, 2011

A Web-Based HD Telemedicine System for Remote Psychotherapy.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2011

2010

The Large-Scale Crowd Density Estimation Based on Effective Region Feature Extraction Method.

[BibT_eX]

[DOI]

Hang Su

Hua Yang

Shibao Zheng

Proceedings of the Computer Vision - ACCV 2010, 2010

Hang Su

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