Publications: Dr Shanxin Yuan
Steinmetz C, Singh S, Comunit� M, Ibnyahya I, Yuan S, Benetos E, Reiss J
(
2024
)
.
ST-ITO: Controlling audio effects for style transfer with inference-time optimization
.
Conference:
25th International Society for Music Information Retrieval Conference (ISMIR)
(
San Francisco, CA, USA
)
from:
10/11/2024
to:
14/11/2024
,
Zhang Q, Zheng B, Li Z, Liu Y, Zhu Z, Slabaugh G, Yuan S
(
2024
)
.
Non-local degradation modeling for spatially adaptive single image super-resolution
.
Neural Networks
vol.
175
,
106293
-
106293
.
Chen Q, Zheng B, Yan C, Zhu Z, Wang T, Slabaugh G, Yuan S
(
2024
)
.
GoLDFormer: A global–local deformable window transformer for efficient image restoration
.
Journal of Visual Communication and Image Representation
vol.
100
,
104117
-
104117
.
Senior H, Slabaugh G, Yuan S, Rossi L
(
2024
)
.
Graph neural networks in vision-language image understanding: a survey
.
The Visual Computer
Liu L, An J, Yuan S, Zhou W, Li H, Wang Y, Tian Q
(
2024
)
.
Video Demoiring With Deep Temporal Color Embedding and Video-Image Invertible Consistency
.
IEEE Transactions on Multimedia
vol.
26
,
7386
-
7397
.
Dai T, Li W, Cao X, Liu J, Jia X, Leonardis A, Yan Y, Yuan S
(
2024
)
.
Wavelet-based network for high dynamic range imaging
.
Computer Vision and Image Understanding
vol.
238
,
Chen Q, Zheng B, Zhou X, Huang A, Sun Y, Chen C, Yan C, Yuan S
(
2023
)
.
Depth-guided deep filtering network for efficient single image bokeh rendering
.
Neural Computing and Applications
vol.
35
,
(
28
)
20869
-
20887
.
Liu L, An J, Liu J, Yuan S, Chen X, Zhou W, Li H, Wang YF et al.
(
2023
)
.
Low-Light Video Enhancement with Synthetic Event Guidance
.
Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023
.
vol.
37
,
1692
-
1700
.
Chen R, Zheng B, Zhang H, Chen Q, Yan C, Slabaugh G, Yuan S
(
2023
)
.
Improving Dynamic HDR Imaging with Fusion Transformer
.
Proceedings of the AAAI Conference on Artificial Intelligence
.
Conference:
Annual AAAI Conference on Artificial Intelligence
vol.
37
,
340
-
349
.
Yang C, Li P, Zhou Z, Yuan S, Liu B, Yang X, Qiu W, Shen W
(
2023
)
.
NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds
.
Conference:
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
vol.
00
,
16549
-
16558
.
Liu L, Xie L, Zhang X, Yuan S, Chen X, Zhou W, Li H, Tian Q
(
2022
)
.
TAPE: Task-Agnostic Prior Embedding for Image Restoration
.
Lecture Notes in Computer Science
.
vol.
13678
,
447
-
464
.
Zheng B, Pan X, Zhang H, Zhou X, Slabaugh G, Yan C, Yuan S
(
2022
)
.
DomainPlus: Cross Transform Domain Learning towards High Dynamic Range Imaging
.
Conference:
Proceedings of the 30th ACM International Conference on Multimedia1954
-
1963
.
Zheng B, Yuan S, Yan C, Tian X, Zhang J, Sun Y, Liu L, Leonardis A et al.
(
2022
)
.
Learning Frequency Domain Priors for Image Demoireing
.
IEEE Transactions on Pattern Analysis and Machine Intelligence
vol.
44
,
(
11
)
7705
-
7717
.
Liu L, Yuan S, Liu J, Guo X, Yan Y, Tian Q
(
2022
)
.
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers
.
Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022
.
vol.
36
,
1747
-
1755
.
Zheng B, Chen Q, Yuan S, Zhou X, Zhang H, Zhang J, Yan C, Slabaugh G
(
2022
)
.
Constrained Predictive Filters for Single Image Bokeh Rendering
.
IEEE Transactions on Computational Imaging
vol.
8
,
346
-
357
.
Hu X, Li X, Busam B, Zhou Y, Leonardis A, Yuan S
(
2022
)
.
Disentangling 3D Attributes from a Single 2D Image: Human Pose, Shape and Garment
.
BMVC 2022 - 33rd British Machine Vision Conference Proceedings
.
Zhao H, Zheng B, Yuan S, Zhang H, Yan C, Li L, Slabaugh G
(
2021
)
.
CBREN: Convolutional Neural Networks for Constant Bit Rate Video Quality Enhancement
.
IEEE Transactions on Circuits and Systems for Video Technology
vol.
32
,
(
7
)
4138
-
4149
.
Liu L, Liu J, Yuan S, Slabaugh G, Leonardis A, Zhou W, Tian Q
(
2020
)
.
Wavelet-Based Dual-Branch Network for Image Demoiréing
.
Lecture Notes in Computer Science
.
vol.
12358
,
86
-
102
.
Yuan S, Timofte R, Leonardis A, Slabaugh G, Luo X, Zhang J, Qu Y, Hong M et al.
(
2020
)
.
NTIRE 2020 Challenge on Image Demoireing: Methods and Results
.
Conference:
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
vol.
00
,
1882
-
1893
.
Zheng B, Yuan S, Slabaugh G, Leonardis A
(
2020
)
.
Image Demoireing with Learnable Bandpass Filters
.
Conference:
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
vol.
00
,
3633
-
3642
.
Isobe T, Li S, Jia X, Yuan S, Slabaugh G, Xu C, Li Y-L, Wang S et al.
(
2020
)
.
Video Super-resolution with Temporal Group Attention
.
Conference:
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
vol.
00
,
8005
-
8014
.
Liu L, Yuan S, Liu J, Bao L, Slabaugh G, Tian Q
(
2020
)
.
Self-adaptively learning to Demoiré from focused and defocused image pairs
.
Advances in Neural Information Processing Systems
.
vol.
2020-December
,
Yuan S, Stenger B, Kim T-K
(
2019
)
.
3D Hand Pose Estimation from RGB Using Privileged Learning with Depth Data
.
Conference:
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)
vol.
00
,
2866
-
2873
.
Yuan S, Timofte R, Slabaugh G, Leonardis A
(
2019
)
.
AIM 2019 Challenge on Image Demoireing: Dataset and Study
.
Conference:
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)
vol.
00
,
3526
-
3533
.
Yuan S, Timofte R, Slabaugh G, Leonardis A, Zheng B, Ye X, Tian X, Chen Y et al.
(
2019
)
.
AIM 2019 Challenge on Image Demoireing: Methods and Results
.
Conference:
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)
vol.
00
,
3534
-
3545
.
Tang D, Ye Q, Yuan S, Taylor J, Kohli P, Keskin C, Kim T-K, Shotton J
(
2018
)
.
Opening the Black Box: Hierarchical Sampling Optimization for Hand Pose Estimation
.
IEEE Transactions on Pattern Analysis and Machine Intelligence
vol.
41
,
(
9
)
2161
-
2175
.
Yuan S, Hernando GG, Stenger B, Moon G, Chang JY, Lee KM, Molchanov P, Kautz J et al.
(
2018
)
.
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals
.
Conference:
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition2636
-
2645
.
Garcia-Hernando G, Yuan S, Baek S, Kim T-K
(
2018
)
.
First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
.
Conference:
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition409
-
419
.
Yuan S, Ye Q, Stenger B, Jain S, Kim T-K
(
2017
)
.
BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis
.
Conference:
2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)2605
-
2613
.
Ye Q, Yuan S, Kim T-K
(
2016
)
.
Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation
.
Lecture Notes in Computer Science
.
vol.
9912
,
346
-
361
.