Zhongwen Xu

According to our database1, Zhongwen Xu authored at least 34 papers between 2012 and 2020.

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Bibliography

2020
Discovering Reinforcement Learning Algorithms.
CoRR, 2020

Meta-Gradient Reinforcement Learning with an Objective Discovered Online.
CoRR, 2020

Self-Tuning Deep Reinforcement Learning.
CoRR, 2020

Urban water supply system optimization and planning: Bi-objective optimization and system dynamics methods.
Comput. Ind. Eng., 2020

2019
What Can Learned Intrinsic Rewards Capture?
CoRR, 2019

General non-linear Bellman equations.
CoRR, 2019

Discovery of Useful Questions as Auxiliary Tasks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Joint Attributes and Event Analysis for Multimedia Event Detection.
IEEE Trans. Neural Networks Learn. Syst., 2018

Meta-Gradient Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Uncovering the Temporal Context for Video Question Answering.
Int. J. Comput. Vis., 2017

An End-to-End Approach to Natural Language Object Retrieval via Context-Aware Deep Reinforcement Learning.
CoRR, 2017

Natural Value Approximators: Learning when to Trust Past Estimates.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Bidirectional Multirate Reconstruction for Temporal Modeling in Videos.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Few-Shot Object Recognition from Machine-Labeled Web Images.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Strategies for Searching Video Content with Text Queries or Video Examples.
CoRR, 2016

Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Robust Semi-Supervised Learning through Label Aggregation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Uncovering Temporal Context for Video Question and Answering.
CoRR, 2015


Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

A discriminative CNN video representation for event detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Cross-media relevance mining for evaluating text-based image search engine.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Event Detection Using Multi-level Relevance Labels and Multiple Features.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Image classification with manifold learning for out-of-sample data.
Signal Process., 2013

GLocal structural feature selection with sparsity for multimedia data understanding.
Proceedings of the ACM Multimedia Conference, 2013

Fall detection in multi-camera surveillance videos: experimentations and observations.
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, 2013

We are not equally negative: fine-grained labeling for multimedia event detection.
Proceedings of the ACM Multimedia Conference, 2013

How Related Exemplars Help Complex Event Detection in Web Videos?
Proceedings of the IEEE International Conference on Computer Vision, 2013

Feature Weighting via Optimal Thresholding for Video Analysis.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Complex Event Detection via Multi-source Video Attributes.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Discriminative Multi-Task Feature Selection.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012


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