Tian Ye | DeepAI

AI Chat

Featured Co-authors

Xin Li
301 publications
Lei Li
255 publications
Qi Zhang
242 publications
Radu Timofte
174 publications
Lei Zhu
121 publications
Mingli Song
102 publications
Liang Chen
97 publications
Simon S. Du
95 publications
Yun Liu
88 publications
Lin Zhang
88 publications
Jian Cheng
79 publications

∙ 08/27/2023

Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks

In the real world, image degradations caused by rain often exhibit a com...

0 Sixiang Chen, et al. ∙

∙ 07/31/2023

MovieChat: From Dense Token to Sparse Memory for Long Video Understanding

Recently, integrating video foundation models and large language models ...

0 Enxin Song, et al. ∙

∙ 06/29/2023

MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling

Estimating 3D human poses only from a 2D human pose sequence is thorough...

0 Zhenyu Zhang, et al. ∙

∙ 05/16/2023

NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer

Nighttime image dehazing is a challenging task due to the presence of mu...

0 Yun Liu, et al. ∙

∙ 05/15/2023

Five A^+ Network: You Only Need 9K Parameters for Underwater Image Enhancement

A lightweight underwater image enhancement network is of great significa...

0 Jingxia Jiang, et al. ∙

∙ 03/13/2023

DEHRFormer: Real-time Transformer for Depth Estimation and Haze Removal from Varicolored Haze Scenes

Varicolored haze caused by chromatic casts poses haze removal and depth ...

0 Sixiang Chen, et al. ∙

∙ 02/23/2023

RSFDM-Net: Real-time Spatial and Frequency Domains Modulation Network for Underwater Image Enhancement

Underwater images typically experience mixed degradations of brightness ...

0 Jingxia Jiang, et al. ∙

∙ 10/03/2022

Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration

Recently, image restoration transformers have achieved comparable perfor...

0 Sixiang Chen, et al. ∙

∙ 08/23/2022

AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results

This paper reviews the Challenge on Super-Resolution of Compressed Image...

0 Ren Yang, et al. ∙

∙ 08/20/2022

SnowFormer: Scale-aware Transformer via Context Interaction for Single Image Desnowing

Single image desnowing is a common yet challenging task. The complex sno...

2 Sixiang Chen, et al. ∙

∙ 07/12/2022

MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing

Image restoration of snow scenes in severe weather is a difficult task. ...

0 Sixiang Chen, et al. ∙

∙ 07/12/2022

Towards Real-time High-Definition Image Snow Removal: Efficient Pyramid Network with Asymmetrical Encoder-decoder Architecture

In winter scenes, the degradation of images taken under snow can be pret...

0 Tian Ye, et al. ∙

∙ 06/27/2022

Prior-Guided One-shot Neural Architecture Search

Neural architecture search methods seek optimal candidates with efficien...

0 Peijie Dong, et al. ∙

∙ 04/19/2022

Self-Calibrated Efficient Transformer for Lightweight Super-Resolution

Recently, deep learning has been successfully applied to the single-imag...

0 Wenbin Zou, et al. ∙

∙ 04/19/2022

Towards Efficient Single Image Dehazing and Desnowing

Removing adverse weather conditions like rain, fog, and snow from images...

7 Tian Ye, et al. ∙

∙ 03/21/2022

Underwater Light Field Retention : Neural Rendering for Underwater Imaging

Underwater Image Rendering aims to generate a true-to-life underwater im...

0 Tian Ye, et al. ∙

∙ 03/17/2022

Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle

Deep learning-based methods have made significant achievements for image...

12 Tian Ye, et al. ∙

∙ 11/18/2021

Perceiving and Modeling Density is All You Need for Image Dehazing

In the real world, the degradation of images taken under haze can be qui...

7 Tian Ye, et al. ∙

∙ 09/12/2021

Efficient Re-parameterization Residual Attention Network For Nonhomogeneous Image Dehazing

This paper proposes an end-to-end Efficient Re-parameterizationResidual ...

12 Tian Ye, et al. ∙

∙ 06/27/2021

Global Convergence of Gradient Descent for Asymmetric Low-Rank Matrix Factorization

We study the asymmetric low-rank factorization problem: min_𝐔∈ℝ^m ×...

16 Tian Ye, et al. ∙

∙ 06/19/2020

DEED: A General Quantization Scheme for Communication Efficiency in Bits

In distributed optimization, a popular technique to reduce communication...

0 Tian Ye, et al. ∙

∙ 06/21/2019

Graph Star Net for Generalized Multi-Task Learning

In this work, we present graph star net (GraphStar), a novel and unified...

0 Lu Haonan, et al. ∙

∙ 08/29/2018

Interpretable Intuitive Physics Model

Humans have a remarkable ability to use physical commonsense and predict...

0 Tian Ye, et al. ∙

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