Research

Papers for “ade20k”

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

Title	Authors	Year	Source
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions	Wenhai Wang, Jifeng Dai, Zhe Chen	2022	arxiv 2211.05778
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation	Theodoros Pissas, Claudio S. Ravasio, Lyndon Da Cruz	2022	arxiv 2203.13409
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation	Meng-Hao Guo, Cheng-Ze Lu, Qibin Hou	2022	arxiv 2209.08575
Semantic-Fast-SAM: Efficient Semantic Segmenter	Byunghyun Kim	2026	arxiv 2604.20169
Neighborhood Attention Transformer	Ali Hassani, Steven Walton, Jiachen Li	2022	arxiv 2204.07143
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models	Lihe Yang, Xiaogang Xu, Bingyi Kang	2023	arxiv 2310.15160
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation	Yuhui Yuan, Xiaokang Chen, Xilin Chen	2019	arxiv 1909.11065
Reversible Column Networks	Yuxuan Cai, Yizhuang Zhou, Qi Han	2022	arxiv 2212.11696
ICPC: Instance-Conditioned Prompting with Contrastive Learning for Semantic Segmentation	Chaohui Yu, Qiang Zhou, Zhibin Wang	2023	arxiv 2308.07078
RevColV2: Exploring Disentangled Representations in Masked Image Modeling	Qi Han, Yuxuan Cai, Xiangyu Zhang	2023	arxiv 2309.01005
Bias in Automated Image Colorization: Metrics and Error Types	Frank Stapel, Floris Weers, Doina Bucur	2022	arxiv 2202.08143
CCNet: Criss-Cross Attention for Semantic Segmentation	Zilong Huang, Xinggang Wang, Yunchao Wei	2018	arxiv 1811.11721
VCMamba: Bridging Convolutions with Multi-Directional Mamba for Efficient Visual Representation	Mustafa Munir, Alex Zhang, Radu Marculescu	2025	arxiv 2509.04669
When Token Compression Breaks: Structural Pruning vs. Token Reduction for Robust ViT Segmentation under High Compression	Tien-Phat Nguyen, Ngai-Man Cheung	2026	arxiv 2607.02237
Extreme Image Coding via Multiscale Autoencoders With Generative Adversarial Optimization	Chao Huang, Haojie Liu, Tong Chen	2019	arxiv 1904.03851
Dynamic Focus-aware Positional Queries for Semantic Segmentation	Haoyu He, Jianfei Cai, Zizheng Pan	2022	arxiv 2204.01244
PosSAM: Panoptic Open-vocabulary Segment Anything	Vibashan VS, Shubhankar Borse, Hyojin Park	2024	arxiv 2403.09620
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	Ze Liu, Yutong Lin, Yue Cao	2021	arxiv 2103.14030
Reload-Mamba: Hierarchical Anti-Dilution State-Space Modeling for Multi-Class Semantic Segmentation	Sheng-Wei Chan, Hsin-Jui Pan, Jen-Shiun Chiang	2026	arxiv 2606.17966
Vision Transformer: Vit and its Derivatives	Zujun Fu	2022	arxiv 2205.11239

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