Siyu Huang | DeepAI

DeepAI AI Chat

Featured Co-authors

Wei Liu
370 publications
Bin Li
210 publications
Jiebo Luo
200 publications
Xiao Liu
179 publications
Fei Wu
174 publications
Xiang Zhang
122 publications
Xi Li
111 publications
Yueting Zhuang
88 publications
Dejing Dou
87 publications
Hao Cheng
85 publications
Hanspeter Pfister
81 publications

∙ 06/26/2023

Domain-Scalable Unpaired Image Translation via Latent Space Anchoring

Unpaired image-to-image translation (UNIT) aims to map images between tw...

0 Siyu Huang, et al. ∙

∙ 02/03/2023

ShadowFormer: Global Context Helps Image Shadow Removal

Recent deep learning methods have achieved promising results in image sh...

0 Lanqing Guo, et al. ∙

∙ 12/20/2022

Temporal Output Discrepancy for Loss Estimation-based Active Learning

While deep learning succeeds in a wide range of tasks, it highly depends...

0 Siyu Huang, et al. ∙

∙ 12/20/2022

QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity

The mechanism of existing style transfer algorithms is by minimizing a h...

0 Siyu Huang, et al. ∙

∙ 10/05/2022

Making Your First Choice: To Address Cold Start Problem in Vision Active Learning

Active learning promises to improve annotation efficiency by iteratively...

8 Liangyu Chen, et al. ∙

∙ 04/06/2022

Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN

Instance segmentation for unlabeled imaging modalities is a challenging ...

1 Leander Lauenburg, et al. ∙

∙ 12/10/2021

Boosting Active Learning via Improving Test Performance

Central to active learning (AL) is what data should be selected for anno...

0 Tianyang Wang, et al. ∙

∙ 11/11/2021

FINO: Flow-based Joint Image and Noise Model

One of the fundamental challenges in image restoration is denoising, whe...

0 Lanqing Guo, et al. ∙

∙ 09/21/2021

AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators

Contrastive learning has been widely applied to graph representation lea...

0 Yihang Yin, et al. ∙

∙ 09/02/2021

Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study

Existing interpretation algorithms have found that, even deep models mak...

3 Xuhong Li, et al. ∙

∙ 07/29/2021

Semi-Supervised Active Learning with Temporal Output Discrepancy

While deep learning succeeds in a wide range of tasks, it highly depends...

0 Siyu Huang, et al. ∙

∙ 07/13/2021

ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement

Low-light image enhancement (LLIE) is a pervasive yet challenging proble...

17 Rongkai Zhang, et al. ∙

∙ 04/19/2021

BM-NAS: Bilevel Multimodal Neural Architecture Search

Deep neural networks (DNNs) have shown superior performances on various ...

0 Yihang Yin, et al. ∙

∙ 03/31/2021

ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows

Universal style transfer retains styles from reference images in content...

7 Jie An, et al. ∙

∙ 10/07/2020

Contour Primitive of Interest Extraction Network Based on One-shot Learning for Object-Agnostic Vision Measurement

Image contour based vision measurement is widely applied in robot manipu...

0 Fangbo Qin, et al. ∙

∙ 09/11/2020

TP-LSD: Tri-Points Based Line Segment Detector

This paper proposes a novel deep convolutional model, Tri-Points Based L...

0 Siyu Huang, et al. ∙

∙ 07/23/2020

SBAT: Video Captioning with Sparse Boundary-Aware Transformer

In this paper, we focus on the problem of applying the transformer struc...

0 Tao Jin, et al. ∙

∙ 03/17/2020

Parameter-Free Style Projection for Arbitrary Style Transfer

Arbitrary image style transfer is a challenging task which aims to styli...

0 Siyu Huang, et al. ∙

∙ 11/01/2019

Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning

This paper addresses the challenging task of video captioning which aims...

9 Tao Jin, et al. ∙

∙ 04/10/2019

Text Guided Person Image Synthesis

This paper presents a novel method to manipulate the visual appearance (...

0 Xingran Zhou, et al. ∙

∙ 11/29/2018

Perceiving Physical Equation by Observing Visual Scenarios

Inferring universal laws of the environment is an important ability of h...

1 Siyu Huang, et al. ∙

∙ 08/22/2018

Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance

In this work, we explore the cross-scale similarity in crowd counting sc...

1 Siyu Huang, et al. ∙

∙ 04/19/2018

GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning

A key problem in deep multi-attribute learning is to effectively discove...

1 Siyu Huang, et al. ∙

∙ 01/27/2016

Deep Learning Driven Visual Path Prediction from a Single Image

Capabilities of inference and prediction are significant components of v...

0 Siyu Huang, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world