Ziyi Wang | DeepAI

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Featured Co-authors

Jie Zhou
349 publications
Yu Sun
127 publications
Jiwen Lu
119 publications
Yu Li
112 publications
Qi Dou
97 publications
Evangelos A. Theodorou
48 publications
Li Zhou
41 publications
Yongming Rao
33 publications
Jun Xie
33 publications
Jia Xu
31 publications
Jin Chen
31 publications

∙ 07/27/2023

Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models

With the overwhelming trend of mask image modeling led by MAE, generativ...

0 Ziyi Wang, et al. ∙

∙ 01/11/2023

AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers

In this paper, we present a new method that reformulates point cloud com...

0 Xumin Yu, et al. ∙

∙ 09/18/2022

Bootstrap Generalization Ability from Loss Landscape Perspective

Domain generalization aims to learn a model that can generalize well on ...

0 Huanran Chen, et al. ∙

∙ 08/04/2022

P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting

Nowadays, pre-training big models on large-scale datasets has become a c...

0 Ziyi Wang, et al. ∙

∙ 08/04/2022

Modeling Price Elasticity for Occupancy Prediction in Hotel Dynamic Pricing

Demand estimation plays an important role in dynamic pricing where the o...

0 Fanwei Zhu, et al. ∙

∙ 08/03/2022

AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy

Computer-assisted minimally invasive surgery has great potential in bene...

19 Ziyi Wang, et al. ∙

∙ 05/26/2022

SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation

Conventional point cloud semantic segmentation methods usually employ an...

0 Ziyi Wang, et al. ∙

∙ 04/05/2022

Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control

In this paper, we present a scalable deep learning approach to solve opi...

0 Tianrong Chen, et al. ∙

∙ 01/19/2022

CyberRadar: A PUF-based Detecting and Mapping Framework for Physical Devices

The core issue of cyberspace detecting and mapping is to accurately iden...

0 Dawei Li, et al. ∙

∙ 10/13/2021

Maximum Entropy Differential Dynamic Programming

In this paper, we present a novel maximum entropy formulation of the Dif...

0 Oswin So, et al. ∙

∙ 08/19/2021

PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

Point clouds captured in real-world applications are often incomplete du...

0 Xumin Yu, et al. ∙

∙ 08/12/2021

Towards Interpretable Deep Metric Learning with Structural Matching

How do the neural networks distinguish two images? It is of critical imp...

52 Wenliang Zhao, et al. ∙

∙ 08/09/2021

Data-guided Treatment Recommendation with Feature Scores

In this paper, we consider the use of large-scale genomics data for trea...

0 Zhongyuan Chen, et al. ∙

∙ 08/09/2021

Spatial-Temporal Deep Intention Destination Networks for Online Travel Planning

Nowadays, artificial neural networks are widely used for users' online t...

3 Yu Li, et al. ∙

∙ 08/05/2021

LHRM: A LBS based Heterogeneous Relations Model for User Cold Start Recommendation in Online Travel Platform

Most current recommender systems used the historical behaviour data of u...

0 Ziyi Wang, et al. ∙

∙ 08/05/2021

Itinerary-aware Personalized Deep Matching at Fliggy

Matching items for a user from a travel item pool of large cardinality h...

0 Jia Xu, et al. ∙

∙ 04/01/2021

Variational Inference MPC using Tsallis Divergence

In this paper, we provide a generalized framework for Variational Infere...

18 Ziyi Wang, et al. ∙

∙ 12/02/2020

PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds

In this paper, we propose Point-Voxel Recurrent All-Pairs Field Transfor...

6 Yi Wei, et al. ∙

∙ 11/21/2020

Multi-agent Deep FBSDE Representation For Large Scale Stochastic Differential Games

In this paper, we present a deep learning framework for solving large-sc...

0 Tianrong Chen, et al. ∙

∙ 09/02/2020

Safe Optimal Control Using Stochastic Barrier Functions and Deep Forward-Backward SDEs

This paper introduces a new formulation for stochastic optimal control a...

0 Marcus Aloysius Pereira, et al. ∙

∙ 09/02/2020

Adaptive CVaR Optimization for Dynamical Systems with Path Space Stochastic Search

We present a general framework for optimizing the Conditional Value-at-R...

0 Ziyi Wang, et al. ∙

∙ 06/22/2020

Non-convex Optimization via Adaptive Stochastic Search for End-to-End Learning and Control

In this work we propose the use of adaptive stochastic search as a build...

0 Ioannis Exarchos, et al. ∙

∙ 06/11/2019

Deep Forward-Backward SDEs for Min-max Control

This paper presents a novel approach to numerically solve stochastic dif...

0 Ziyi Wang, et al. ∙

∙ 06/11/2019

Deep 2FBSDEs for Systems with Control Multiplicative Noise

We present a deep recurrent neural network architecture to solve a class...

0 Ziyi Wang, et al. ∙

∙ 02/11/2019

Neural Network Architectures for Stochastic Control using the Nonlinear Feynman-Kac Lemma

In this paper we propose a new methodology for decision-making under unc...

0 Marcus Pereira, et al. ∙

∙ 11/30/2018

Ensemble Bayesian Decision Making with Redundant Deep Perceptual Control Policies

This work presents a novel ensemble of Bayesian Neural Networks (BNNs) f...

0 Keuntaek Lee, et al. ∙

∙ 07/12/2018

Immersion on the Edge: A Cooperative Framework for Mobile Immersive Computing

Immersive computing (IC) technologies such as virtual reality and augmen...

0 Zeqi Lai, et al. ∙

∙ 07/12/2018

A First Look at Mobile Intelligence: Architecture, Experimentation and Challenges

Artificial intelligence (AI) technology makes mobile devices become inte...

0 Ziyi Wang, et al. ∙

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