Research

Papers for “ade20k”

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

Title	Authors	Year	Source
Decoder Denoising Pretraining for Semantic Segmentation	Emmanuel Brempong Asiedu, Simon Kornblith, Ting Chen	2022	arxiv 2205.11423
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting	Wouter Van Gansbeke, Bert De Brabandere	2024	arxiv 2401.10227
Visual Recognition by Request	Chufeng Tang, Lingxi Xie, Xiaopeng Zhang	2022	arxiv 2207.14227
Scene Parsing with Global Context Embedding	Wei-Chih Hung, Yi-Hsuan Tsai, Xiaohui Shen	2017	arxiv 1710.06507
LeMoRe: Learn More Details for Lightweight Semantic Segmentation	Mian Muhammad Naeem Abid, Nancy Mehta, Zongwei Wu	2025	arxiv 2505.23093
HCFormer: Unified Image Segmentation with Hierarchical Clustering	Teppei Suzuki	2022	arxiv 2205.09949
Connecting Vision and Language with Localized Narratives	Jordi Pont-Tuset, Jasper Uijlings, Soravit Changpinyo	2019	arxiv 1912.03098
Benchmarking the Robustness of Semantic Segmentation Models	Christoph Kamann, Carsten Rother	2019	arxiv 1908.05005
Masked-attention Mask Transformer for Universal Image Segmentation	Bowen Cheng, Ishan Misra, Alexander G. Schwing	2021	arxiv 2112.01527
Video Self-Distillation for Single-Image Encoders: A Step Toward Physically Plausible Perception	Marcel Simon, Tae-Ho Kim, Seul-Ki Yeom	2025	arxiv 2507.19272
CLASP: Adaptive Spectral Clustering for Unsupervised Per-Image Segmentation	Max Curie, Paulo da Costa	2025	arxiv 2509.25016
StructToken : Rethinking Semantic Segmentation with Structural Prior	Fangjian Lin, Zhanhao Liang, Sitong Wu	2022	arxiv 2203.12612
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation	Zhenxin Lei, Man Yao, Jiakui Hu	2024	arxiv 2412.14587
Semantic Image Synthesis with Semantically Coupled VQ-Model	Stephan Alaniz, Thomas Hummel, Zeynep Akata	2022	arxiv 2209.02536
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition	Qibin Hou, Cheng-Ze Lu, Ming-Ming Cheng	2022	arxiv 2211.11943
Category Feature Transformer for Semantic Segmentation	Quan Tang, Chuanjian Liu, Fagui Liu	2023	arxiv 2308.05581
PAUMER: Patch Pausing Transformer for Semantic Segmentation	Evann Courdier, Prabhu Teja Sivaprasad, François Fleuret	2023	arxiv 2311.00586
Learning Vision from Models Rivals Learning Vision from Data	Yonglong Tian, Lijie Fan, Kaifeng Chen	2023	arxiv 2312.17742
Semantic Segmentation with Reverse Attention	Qin Huang, Chunyang Xia, Chihao Wu	2017	arxiv 1707.06426
Scene-Aware Urban Design: A Human-AI Recommendation Framework Using Co-Occurrence Embeddings and Vision-Language Models	Rodrigo Gallardo, Oz Fishman, Alexander Htet Kyaw	2025	arxiv 2511.06201

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