Research

Papers for “ade20k”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Semantic Understanding of Scenes through the ADE20K Dataset	Bolei Zhou, Hang Zhao, Xavier Puig	2016	arxiv 1608.05442
Dilated Neighborhood Attention Transformer	Ali Hassani, Humphrey Shi	2022	arxiv 2209.15001
MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features	Shakti N. Wadekar, Abhishek Chaurasia	2022	arxiv 2209.15159
The Missing Point in Vision Transformers for Universal Image Segmentation	Sajjad Shahabodini, Mobina Mansoori, Farnoush Bayatmakou	2025	arxiv 2505.19795
Cross-Stage Attention Propagation for Efficient Semantic Segmentation	Beoungwoo Kang	2026	arxiv 2604.05431
Region Rebalance for Long-Tailed Semantic Segmentation	Jiequan Cui, Yuhui Yuan, Zhisheng Zhong	2022	arxiv 2204.01969
PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers	Ryan Grainger, Thomas Paniagua, Xi Song	2022	arxiv 2203.11987
Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation	Jianjian Yin, Zhichao Zheng, Yanhui Gu	2023	arxiv 2303.08029
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track	Junfei Xiao, Zhichao Xu, Shiyi Lan	2022	arxiv 2210.12852
The Surprising Effectiveness of Canonical Knowledge Distillation for Semantic Segmentation	Muhammad Ali, Kevin Alexander Laube, Madan Ravi Ganesh	2026	arxiv 2604.25530
DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation	Zilu Guo, Liuyang Bian, Xuan Huang	2024	arxiv 2406.03702
Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation	Zhenliang Ni, Xinghao Chen, Yingjie Zhai	2024	arxiv 2405.06228
Semantic Segmentation via Highly Fused Convolutional Network with Multiple Soft Cost Functions	Tao Yang, Yan Wu, Junqiao Zhao	2018	arxiv 1801.01317
ARTA: Adaptive Mixed-Resolution Token Allocation for Efficient Dense Feature Extraction	David Hagerman, Roman Naeem, Erik Brorsson	2026	arxiv 2603.26258
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic Segmentation	Quan Zhou, Dechun Cong, Bin Kang	2020	arxiv 2003.09669
Switchable Whitening for Deep Representation Learning	Xingang Pan, Xiaohang Zhan, Jianping Shi	2019	arxiv 1904.09739
Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment	Shi-Chen Zhang, Yunheng Li, Yu-Huan Wu	2025	arxiv 2508.08811
Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation	Jiaqi Gu, Hyoukjun Kwon, Dilin Wang	2021	arxiv 2111.01236
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers	Sixiao Zheng, Jiachen Lu, Hengshuang Zhao	2020	arxiv 2012.15840
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis	Hanrong Ye, Jason Kuen, Qing Liu	2023	arxiv 2311.03355

Search results