Search Results for author: Hong Lu

Found 5 papers, 2 papers with code

Interactive Data Analysis with Next-step Natural Language Query Recommendation

no code implementations13 Jan 2022 Xingbo Wang, Furui Cheng, Yong Wang, Ke Xu, Jiang Long, Hong Lu, Huamin Qu

Natural language interfaces (NLIs) provide users with a convenient way to interactively analyze data through natural language queries.

TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis

no code implementations3 Dec 2021 Wu Ran, Bohong Yang, Peirong Ma, Hong Lu

Experimental results demonstrate that TRNR enables MSResNet to learn better from fewer images.

Rain Removal

ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval

no code implementations24 Nov 2021 Hao Ren, Ziqiang Zheng, Yang Wu, Hong Lu, Yang Yang, Sai-Kit Yeung

The huge domain gap between sketches and photos and the highly abstract sketch representations pose challenges for sketch-based image retrieval (\underline{SBIR}).

Sketch-Based Image Retrieval

Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification

1 code implementation29 Jan 2019 Hao Ren, Jianlin Su, Hong Lu

In this paper, we propose a new image classification task called Top-2 classification to evaluate the generalization ability of CNNs and CapsNets.

Classification General Classification +1

Compositional Coding Capsule Network with K-Means Routing for Text Classification

1 code implementation22 Oct 2018 Hao Ren, Hong Lu

Combined with our compositional weighted coding method and the routing algorithm, we design a neural network for text classification.

Classification General Classification +2

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