Research

Papers for “ade20k”

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

Title	Authors	Year	Source
AS-MLP: An Axial Shifted MLP Architecture for Vision	Dongze Lian, Zehao Yu, Xing Sun	2021	arxiv 2107.08391
Siamese Image Modeling for Self-Supervised Vision Representation Learning	Chenxin Tao, Xizhou Zhu, Weijie Su	2022	arxiv 2206.01204
Head-Free Lightweight Semantic Segmentation with Linear Transformer	Bo Dong, Pichao Wang, Fan Wang	2023	arxiv 2301.04648
Deep Incubation: Training Large Models by Divide-and-Conquering	Zanlin Ni, Yulin Wang, Jiangwei Yu	2022	arxiv 2212.04129
Dynamic-structured Semantic Propagation Network	Xiaodan Liang, Hongfei Zhou, Eric Xing	2018	arxiv 1803.06067
Revisiting Continual Semantic Segmentation with Pre-trained Vision Models	Duzhen Zhang, Yong Ren, Wei Cong	2025	arxiv 2508.04267
Adapting LLaMA Decoder to Vision Transformer	Jiahao Wang, Wenqi Shao, Mengzhao Chen	2024	arxiv 2404.06773
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation	Beoungwoo Kang, Seunghun Moon, Yubin Cho	2024	arxiv 2408.07576
Learning Mask-aware CLIP Representations for Zero-Shot Segmentation	Siyu Jiao, Yunchao Wei, Yaowei Wang	2023	arxiv 2310.00240
A Novel Upsampling and Context Convolution for Image Semantic Segmentation	Khwaja Monib Sediqi, Hyo Jong Lee	2021	arxiv 2103.11110
Securing Neural Networks with Knapsack Optimization	Yakir Gorski, Amir Jevnisek, Shai Avidan	2023	arxiv 2304.10442
Harnessing Diffusion Models for Visual Perception with Meta Prompts	Qiang Wan, Zilong Huang, Bingyi Kang	2023	arxiv 2312.14733
Contrastive Masked Autoencoders are Stronger Vision Learners	Zhicheng Huang, Xiaojie Jin, Chengze Lu	2022	arxiv 2207.13532
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run	Bichen Wu, Chaojian Li, Hang Zhang	2021	arxiv 2111.10007
Comparing Importance Sampling Based Methods for Mitigating the Effect of Class Imbalance	Indu Panigrahi, Richard Zhu	2024	arxiv 2402.18742
TransNeXt: Robust Foveal Visual Perception for Vision Transformers	Dai Shi	2023	arxiv 2311.17132
MIMIC: Masked Image Modeling with Image Correspondences	Kalyani Marathe, Mahtab Bigverdi, Nishat Khan	2023	arxiv 2306.15128
Hierarchical Side-Tuning for Vision Transformers	Weifeng Lin, Ziheng Wu, Wentao Yang	2023	arxiv 2310.05393
An Efficient General-Purpose Modular Vision Model via Multi-Task Heterogeneous Training	Zitian Chen, Mingyu Ding, Yikang Shen	2023	arxiv 2306.17165
kMaX-DeepLab: k-means Mask Transformer	Qihang Yu, Huiyu Wang, Siyuan Qiao	2022	arxiv 2207.04044

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