Zijian Zhou | DeepAI

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∙ 06/15/2023

Text Promptable Surgical Instrument Segmentation with Vision-Language Models

In this paper, we propose a novel text promptable surgical instrument se...

0 Zijian Zhou, et al. ∙

∙ 03/28/2023

HiLo: Exploiting High Low Frequency Relations for Unbiased Panoptic Scene Graph Generation

Panoptic Scene Graph generation (PSG) is a recently proposed task in ima...

0 Zijian Zhou, et al. ∙

∙ 12/28/2021

Deep neural networks for solving forward and inverse problems of (2+1)-dimensional nonlinear wave equations with rational solitons

In this paper, we investigate the forward problems on the data-driven ra...

51 Zijian Zhou, et al. ∙

∙ 11/18/2021

Data-driven discovery of Bäcklund transforms and soliton evolution equations via deep neural network learning schemes

We introduce a deep neural network learning scheme to learn the Bäcklund...

11 Zijian Zhou, et al. ∙

∙ 11/17/2021

Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance

Recently, Truncated Quantile Critics (TQC), using distributional represe...

13 Yanqiu Wu, et al. ∙

∙ 04/30/2021

Deep learning neural networks for the third-order nonlinear Schrodinger equation: Solitons, breathers, and rogue waves

The third-order nonlinear Schrodinger equation (alias the Hirota equatio...

33 Zijian Zhou, et al. ∙

∙ 03/01/2021

GEBT: Drawing Early-Bird Tickets in Graph Convolutional Network Training

Graph Convolutional Networks (GCNs) have emerged as the state-of-the-art...

0 Haoran You, et al. ∙

∙ 01/15/2021

Randomized Ensembled Double Q-Learning: Learning Fast Without a Model

Using a high Update-To-Data (UTD) ratio, model-based methods have recent...

37 Xinyue Chen, et al. ∙

∙ 10/03/2020

Gaussian Vector: An Efficient Solution for Facial Landmark Detection

Significant progress has been made in facial landmark detection with the...

2 Yilin Xiong, et al. ∙

∙ 10/27/2019

BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement Learning

The field of Deep Reinforcement Learning (DRL) has recently seen a surge...

0 Xinyue Chen, et al. ∙

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