Research

Papers for “ade20k”

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

Title	Authors	Year	Source
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields	Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang	2023	arxiv 2305.04722
Differentiable Learning-to-Normalize via Switchable Normalization	Ping Luo, Jiamin Ren, Zhanglin Peng	2018	arxiv 1806.10779
Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions	Kashyap Chitta, Jose M. Alvarez, Martial Hebert	2019	arxiv 1907.11821
Modeling the Background for Incremental Learning in Semantic Segmentation	Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò	2020	arxiv 2002.00718
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing	Qibin Hou, Li Zhang, Ming-Ming Cheng	2020	arxiv 2003.13328
Elucidating image-to-set prediction: An analysis of models, losses and datasets	Luis Pineda, Amaia Salvador, Michal Drozdzal	2019	arxiv 1904.05709
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation	Chenxi Liu, Liang-Chieh Chen, Florian Schroff	2019	arxiv 1901.02985
Distilling Pixel-Wise Feature Similarities for Semantic Segmentation	Yuhu Shan	2019	arxiv 1910.14226
GFF: Gated Fully Fusion for Semantic Segmentation	Xiangtai Li, Houlong Zhao, Lei Han	2019	arxiv 1904.01803
MVP: Multimodality-guided Visual Pre-training	Longhui Wei, Lingxi Xie, Wengang Zhou	2022	arxiv 2203.05175
CycleMLP: A MLP-like Architecture for Dense Prediction	Shoufa Chen, Enze Xie, Chongjian Ge	2021	arxiv 2107.10224
Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity	Weiyao Wang, Matt Feiszli, Heng Wang	2022	arxiv 2204.06107
Semantic Layout Manipulation with High-Resolution Sparse Attention	Haitian Zheng, Zhe Lin, Jingwan Lu	2020	arxiv 2012.07288
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation	Ivan Martinović, Josip Šarić, Marin Oršić	2025	arxiv 2507.10118
SAM-PTx: Text-Guided Fine-Tuning of SAM with Parameter-Efficient, Parallel-Text Adapters	Shayan Jalilian, Abdul Bais	2025	arxiv 2508.00213
SCP-Diff: Spatial-Categorical Joint Prior for Diffusion Based Semantic Image Synthesis	Huan-ang Gao, Mingju Gao, Jiaju Li	2024	arxiv 2403.09638
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models	Jiayun Luo, Siddhesh Khandelwal, Leonid Sigal	2023	arxiv 2311.17095
MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment	Anurag Das, Xinting Hu, Li Jiang	2024	arxiv 2407.21654
AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One	Mike Ranzinger, Greg Heinrich, Jan Kautz	2023	arxiv 2312.06709
BORM: Bayesian Object Relation Model for Indoor Scene Recognition	Liguang Zhou, Jun Cen, Xingchao Wang	2021	arxiv 2108.00397

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