Fan Wang

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Duke University ∙ Baidu, Inc.

Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model

Over the past two decades, traditional block-based video coding has made...
07/09/2020 ∙ by Haojie Liu, et al. ∙ 0 ∙ share

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PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning

To build a high-quality open-domain chatbot, we introduce the effective ...
06/30/2020 ∙ by Siqi Bao, et al. ∙ 0 ∙ share

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SUPER: A Novel Lane Detection System

AI-based lane detection algorithms were actively studied over the last f...
05/14/2020 ∙ by Pingping Lu, et al. ∙ 0 ∙ share

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PSDet: Efficient and Universal Parking Slot Detection

While real-time parking slot detection plays a critical role in valet pa...
05/12/2020 ∙ by Zizhang Wu, et al. ∙ 3 ∙ share

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Multi-Domain Learning and Identity Mining for Vehicle Re-Identification

This paper introduces our solution for the Track2 in AI City Challenge 2...
04/22/2020 ∙ by Shuting He, et al. ∙ 1 ∙ share

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Efficient and Robust Reinforcement Learning with Uncertainty-based Value Expansion

By integrating dynamics models into model-free reinforcement learning (R...
12/10/2019 ∙ by Bo Zhou, et al. ∙ 0 ∙ share

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MBCAL: A Simple and Efficient Reinforcement Learning Method for Recommendation Systems

It has been widely regarded that only considering the immediate user fee...
11/06/2019 ∙ by Fan Wang, et al. ∙ 0 ∙ share

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PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable

Pre-training models have been proved effective for a wide range of natur...
10/17/2019 ∙ by Siqi Bao, et al. ∙ 0 ∙ share

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Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection

In human conversation an input post is open to multiple potential respon...
06/05/2019 ∙ by Chaotao Chen, et al. ∙ 0 ∙ share

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Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment

In this paper, a novel Generation-Evaluation framework is developed for ...
06/03/2019 ∙ by Siqi Bao, et al. ∙ 0 ∙ share

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Learning to Select Knowledge for Response Generation in Dialog Systems

Generating informative responses in end-to-end neural dialogue systems a...
02/13/2019 ∙ by Rongzhong Lian, et al. ∙ 0 ∙ share

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Artificial Intelligence for Prosthetics - challenge solutions

In the NeurIPS 2018 Artificial Intelligence for Prosthetics challenge, p...
02/07/2019 ∙ by Łukasz Kidziński, et al. ∙ 0 ∙ share

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Sequential Evaluation and Generation Framework for Combinatorial Recommender System

Typical recommender systems push K items at once in the result page in t...
02/01/2019 ∙ by Fan Wang, et al. ∙ 0 ∙ share

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Stable bin packing of non-convex 3D objects with a robot manipulator

Recent progress in the field of robotic manipulation has generated inter...
12/10/2018 ∙ by Fan Wang, et al. ∙ 0 ∙ share

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Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation

Combining deep neural networks with reinforcement learning has shown gre...
11/15/2018 ∙ by Fan Wang, et al. ∙ 0 ∙ share

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High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking

Penalized likelihood methods are widely used for high-dimensional regres...
08/02/2018 ∙ by Fan Wang, et al. ∙ 0 ∙ share

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3D-Assisted Image Feature Synthesis for Novel Views of an Object

Comparing two images in a view-invariant way has been a challenging prob...
11/26/2014 ∙ by Hao Su, et al. ∙ 0 ∙ share

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Fan Wang

Featured Co-authors

Sergey Levine

Hao Li

Hao Su

Jun Xu

Leonidas Guibas

Yao Wang

Ke Chen

Wei Jiang

Xi Zhang

Hua Wu

Bo Zhou

Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model

PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning

SUPER: A Novel Lane Detection System

PSDet: Efficient and Universal Parking Slot Detection

Multi-Domain Learning and Identity Mining for Vehicle Re-Identification

Efficient and Robust Reinforcement Learning with Uncertainty-based Value Expansion

MBCAL: A Simple and Efficient Reinforcement Learning Method for Recommendation Systems

PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable

Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection

Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment

Learning to Select Knowledge for Response Generation in Dialog Systems

Artificial Intelligence for Prosthetics - challenge solutions

Sequential Evaluation and Generation Framework for Combinatorial Recommender System

Stable bin packing of non-convex 3D objects with a robot manipulator

Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation

High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking

3D-Assisted Image Feature Synthesis for Novel Views of an Object