Ming-Hsuan Yang
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Explore the profile of Ming-Hsuan Yang including associated specialties, affiliations and a list of published articles.
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Articles
102
Citations
716
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Recent Articles
1.
Du Y, Zhan J, Li X, Dong J, Chen S, Yang M, et al.
IEEE Trans Pattern Anal Mach Intell
. 2025 Mar;
47(4):2865-2881.
PMID: 40031203
In this paper, we propose a novel translation model, UniTranslator, for transforming representations between visually distinct domains under conditions of limited training data and significant visual differences. The main idea...
2.
Awais M, Naseer M, Khan S, Anwer R, Cholakkal H, Shah M, et al.
IEEE Trans Pattern Anal Mach Intell
. 2025 Mar;
47(4):2245-2264.
PMID: 40030979
Vision systems that see and reason about the compositional nature of visual scenes are fundamental to understanding our world. The complex relations between objects and their locations, ambiguities, and variations...
3.
Xu R, Chen C, Tu Z, Yang M
IEEE Trans Pattern Anal Mach Intell
. 2024 Oct;
47(1):650-662.
PMID: 39401121
In this paper, we study the application of Vehicle-to-Everything (V2X) communication to improve the perception performance of autonomous vehicles. We present V2X-ViTs, a robust cooperative perception framework with V2X communication...
4.
Li X, Xu S, Yang Y, Yuan H, Cheng G, Tong Y, et al.
IEEE Trans Pattern Anal Mach Intell
. 2024 Sep;
46(12):11087-11103.
PMID: 39226196
Panoptic Part Segmentation (PPS) unifies panoptic and part segmentation into one task. Previous works utilize separate approaches to handle things, stuff, and part predictions without shared computation and task association....
5.
Han Y, Zhang J, Wang Y, Wang C, Liu Y, Qi L, et al.
IEEE Trans Pattern Anal Mach Intell
. 2024 Jul;
46(12):9221-9238.
PMID: 38949945
Few-Shot Instance Segmentation (FSIS) requires detecting and segmenting novel classes with limited support examples. Existing methods based on Region Proposal Networks (RPNs) face two issues: 1) overfitting suppresses novel class...
6.
Huang L, Ni Y, Weng X, Anwer R, Khan S, Yang M, et al.
IEEE Trans Pattern Anal Mach Intell
. 2024 Jun;
46(12):9479-9492.
PMID: 38905085
A desirable objective in self-supervised learning (SSL) is to avoid feature collapse. Whitening loss guarantees collapse avoidance by minimizing the distance between embeddings of positive pairs under the conditioning that...
7.
Li Q, Wang W, Xu C, Sun Z, Yang M
IEEE Trans Pattern Anal Mach Intell
. 2024 May;
46(12):8348-8364.
PMID: 38776190
Although face swapping has attracted much attention in recent years, it remains a challenging problem. Existing methods leverage a large number of data samples to explore the intrinsic properties of...
8.
Shaker A, Maaz M, Rasheed H, Khan S, Yang M, Khan F
IEEE Trans Med Imaging
. 2024 May;
43(9):3377-3390.
PMID: 38722726
Owing to the success of transformer models, recent works study their applicability in 3D medical segmentation tasks. Within the transformer models, the self-attention mechanism is one of the main building...
9.
Liu X, Li G, Qi Y, Han Z, Hengel A, Sebe N, et al.
IEEE Trans Pattern Anal Mach Intell
. 2024 Apr;
PP.
PMID: 38683713
Crowd localization aims to predict the positions of humans in images of crowded scenes. While existing methods have made significant progress, two primary challenges remain: (i) a fixed number of...
10.
Luo J, Nie Y, Ren W, Cao X, Yang M
IEEE Trans Pattern Anal Mach Intell
. 2024 Feb;
46(8):5541-5555.
PMID: 38412089
Optical aberration is a ubiquitous degeneration in realistic lens-based imaging systems. Optical aberrations are caused by the differences in the optical path length when light travels through different regions of...