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U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection
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U2^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection

Xuebin Qin
Zichen Zhang
Chenyang Huang
Masood Dehghan
Osmar R. Zaiane
Martin Jägersand
ArXiv (abs)PDFHTMLGithub (9119★)

Papers citing "U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection"

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Title
Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow
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Shangkun Sun
Haoran Tang
Ge Li
Wei-Nan Gao
VGenVLM
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07 Oct 2025
ReTiDe: Real-Time Denoising for Energy-Efficient Motion Picture Processing with FPGAs
ReTiDe: Real-Time Denoising for Energy-Efficient Motion Picture Processing with FPGAs
Changhong Li
Clément Bled
Rosa Fernandez
Shreejith Shanker
4
0
0
04 Oct 2025
Vector sketch animation generation with differentialable motion trajectories
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Xinding Zhu
Xinye Yang
Shuyang Zheng
Zhexin Zhang
Fei Gao
J. Huang
Jiazhou Chen
DiffMVGen
22
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0
30 Sep 2025
Lego-Edit: A General Image Editing Framework with Model-Level Bricks and MLLM Builder
Lego-Edit: A General Image Editing Framework with Model-Level Bricks and MLLM Builder
Qifei Jia
Yu Liu
Yajie Chai
Xintong Yao
Qiming Lu
Y. Zhang
Runyu Shi
Y. Huang
Guoquan Zhang
LM&Ro
4
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0
16 Sep 2025
MIRAGE: Towards AI-Generated Image Detection in the Wild
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Cheng Xia
Manxi Lin
Jiexiang Tan
Xiaoxiong Du
Yang Qiu
Junjun Zheng
Xiangheng Kong
Yuning Jiang
Bo Zheng
VLM
33
1
0
17 Aug 2025
Generative Medical Event Models Improve with Scale
Generative Medical Event Models Improve with Scale
Shane Waxler
Paul Blazek
Davis White
Daniel Sneider
Kevin Chung
...
Hoifung Poon
Andrew Loza
Daniella Meeker
Seth Hain
Rahul Shah
MedIm
48
0
0
16 Aug 2025
CObL: Toward Zero-Shot Ordinal Layering without User Prompting
CObL: Toward Zero-Shot Ordinal Layering without User Prompting
Aneel Damaraju
D. Hazineh
Todd E. Zickler
BDL
32
0
0
11 Aug 2025
Lightweight Multi-Scale Feature Extraction with Fully Connected LMF Layer for Salient Object Detection
Lightweight Multi-Scale Feature Extraction with Fully Connected LMF Layer for Salient Object Detection
Yunpeng Shi
Lei Chen
Xiaolu Shen
Yanju Guo
28
0
0
10 Aug 2025
RPCANet++: Deep Interpretable Robust PCA for Sparse Object Segmentation
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Fengyi Wu
Yimian Dai
Tianfang Zhang
Yixuan Ding
Jiyan Yang
Ming-Ming Cheng
Zhenming Peng
32
1
0
06 Aug 2025
Neovascularization Segmentation via a Multilateral Interaction-Enhanced Graph Convolutional Network
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Tao Chen
Dan Zhang
Da Chen
Huazhu Fu
Kai Jin
Shanshan Wang
Laurent D. Cohen
Yitian Zhao
Quanyong Yi
Jiong Zhang
31
0
0
05 Aug 2025
SAM2-UNeXT: An Improved High-Resolution Baseline for Adapting Foundation Models to Downstream Segmentation Tasks
SAM2-UNeXT: An Improved High-Resolution Baseline for Adapting Foundation Models to Downstream Segmentation Tasks
Xinyu Xiong
Zihuang Wu
L. Zhang
Lei Lu
Ming-hui Li
Guanbin Li
28
0
0
05 Aug 2025
LawDIS: Language-Window-based Controllable Dichotomous Image Segmentation
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Xinyu Yan
Meijun Sun
Ge-Peng Ji
Fahad Shahbaz Khan
Salman Khan
Deng-Ping Fan
34
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0
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Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting
Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting
Yuekun Dai
Haitian Li
Shangchen Zhou
Chen Change Loy
48
1
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Stereo-GS: Multi-View Stereo Vision Model for Generalizable 3D Gaussian Splatting Reconstruction
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Xiufeng Huang
Ka Chun Cheung
Runmin Cong
Simon See
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3DGS3DV
33
3
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20 Jul 2025
Towards Seamless Borders: A Method for Mitigating Inconsistencies in Image Inpainting and Outpainting
Towards Seamless Borders: A Method for Mitigating Inconsistencies in Image Inpainting and Outpainting
Xingzhong Hou
Jie Wu
B. Liu
Yi Zhang
Guanglu Song
Y. Liu
Yu Liu
Haihang You
DiffM
88
0
0
14 Jun 2025
Hessian Geometry of Latent Space in Generative Models
Hessian Geometry of Latent Space in Generative Models
Alexander Lobashev
Dmitry Guskov
Maria Larchenko
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187
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DvD: Unleashing a Generative Paradigm for Document Dewarping via Coordinates-based Diffusion Model
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Weiguang Zhang
Huangcheng Lu
Maizhen Ning
Xiaowei Huang
Wei Wang
Kaizhu Huang
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DiffM
116
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FLIM-based Salient Object Detection Networks with Adaptive Decoders
FLIM-based Salient Object Detection Networks with Adaptive Decoders
Gilson Junior Soares
Matheus Abrantes Cerqueira
J. Gomes
Laurent Najman
S. Guimarães
Alexandre X. Falcão
ObjD
104
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29 Apr 2025
Open-set Anomaly Segmentation in Complex Scenarios
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Song Xia
Yi Yu
Henghui Ding
Wenhan Yang
Shixuan Liu
Alex C. Kot
Xudong Jiang
DiffM
151
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Object Pose Estimation by Camera Arm Control Based on the Next Viewpoint Estimation
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Tomoki Mizuno
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115
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DeepCS-TRD, a Deep Learning-based Cross-Section Tree Ring Detector
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Henry Marichal
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Candice Power
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Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data
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171
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Mask Image Watermarking
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Nils Lukas
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206
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Multi-level Cellular Automata for FLIM networks
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104
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Flyweight FLIM Networks for Salient Object Detection in Biomedical Images
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H-MoRe: Learning Human-centric Motion Representation for Action Analysis
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ContrastiveGaussian: High-Fidelity 3D Generation with Contrastive Learning and Gaussian Splatting
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Dongxing Mao
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Xinyuan Song
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157
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PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering
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211
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ABCDWaveNet: Advancing Robust Road Ponding Detection in Fog through Dynamic Frequency-Spatial Synergy
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Dakang Lyu
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Yunfan Wu
Ujjal Manandhar
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Bolin Gao
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VideoGen-Eval: Agent-based System for Video Generation Evaluation
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Yuhang Yang
Ke Fan
Siyang Song
Hongxiang Li
Ailing Zeng
FeiLin Han
Wei-dong Zhai
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3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models
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Tong Wu
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SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective
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Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms
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Salient Object Detection in Traffic Scene through the TSOD10K Dataset
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HSOD-BIT-V2: A New Challenging Benchmarkfor Hyperspectral Salient Object Detection
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AnomalyPainter: Vision-Language-Diffusion Synergy for Zero-Shot Realistic and Diverse Industrial Anomaly Synthesis
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High-Precision Dichotomous Image Segmentation via Depth Integrity-Prior and Fine-Grained Patch Strategy
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LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New Dataset
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Peter Walter
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179
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David Chuan-En Lin
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Nikolas Martelaro
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Yan-Ying Chen
Matthew K. Hong
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248
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MixSA: Training-free Reference-based Sketch Extraction via Mixture-of-Self-Attention
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DiffM
108
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D-Judge: How Far Are We? Assessing the Discrepancies Between AI-synthesized and Natural Images through Multimodal Guidance
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