Research

Papers for “ade20k”

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

Title	Authors	Year	Source
Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation	Yujiang Wang, Mingzhi Dong, Jie Shen	2020	arxiv 2006.03708
MultiMAE: Multi-modal Multi-task Masked Autoencoders	Roman Bachmann, David Mizrahi, Andrei Atanov	2022	arxiv 2204.01678
Rethinking Hierarchies in Pre-trained Plain Vision Transformer	Yufei Xu, Jing Zhang, Qiming Zhang	2022	arxiv 2211.01785
CAE v2: Context Autoencoder with CLIP Target	Xinyu Zhang, Jiahui Chen, Junkun Yuan	2022	arxiv 2211.09799
Evidential Deep Learning for Class-Incremental Semantic Segmentation	Karl Holmquist, Lena Klasén, Michael Felsberg	2022	arxiv 2212.02863
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation	Zekang Zhang, Guangyu Gao, Zhiyuan Fang	2022	arxiv 2211.06866
Visual Recognition with Deep Nearest Centroids	Wenguan Wang, Cheng Han, Tianfei Zhou	2022	arxiv 2209.07383
SIEDOB: Semantic Image Editing by Disentangling Object and Background	Wuyang Luo, Su Yang, Xinjian Zhang	2023	arxiv 2303.13062
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices	Shiyu Tang, Ting Sun, Juncai Peng	2023	arxiv 2304.05152
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation	Jianbo Liu, Junjun He, Jiawei Zhang	2020	arxiv 2008.10487
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition	Ionut Cosmin Duta, Li Liu, Fan Zhu	2020	arxiv 2006.11538
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection	Jianbo Liu, Sijie Ren, Yuanjie Zheng	2020	arxiv 2012.10162
Rethinking Semantic Segmentation: A Prototype View	Tianfei Zhou, Wenguan Wang, Ender Konukoglu	2022	arxiv 2203.15102
ViT-Split: Unleashing the Power of Vision Foundation Models via Efficient Splitting Heads	Yifan Li, Xin Li, Tianqin Li	2025	arxiv 2506.03433
Multi-Scale Representations by Varying Window Attention for Semantic Segmentation	Haotian Yan, Ming Wu, Chuang Zhang	2024	arxiv 2404.16573
MUSTER: A Multi-scale Transformer-based Decoder for Semantic Segmentation	Jing Xu, Wentao Shi, Pan Gao	2022	arxiv 2211.13928
Double Similarity Distillation for Semantic Image Segmentation	Yingchao Feng, Xian Sun, Wenhui Diao	2021	arxiv 2107.08591
A Training-Free Framework for Open-Vocabulary Image Segmentation and Recognition with EfficientNet and CLIP	Ying Dai, Wei Yu Chen	2025	arxiv 2510.19333
AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing	Qi Song, Kangfu Mei, Rui Huang	2021	arxiv 2103.05930
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation	Zekang Zhang, Guangyu Gao, Jianbo Jiao	2023	arxiv 2310.06368

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