Research

Papers for “ade20k”

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

Title	Authors	Year	Source
OVeNet: Offset Vector Network for Semantic Segmentation	Stamatis Alexandropoulos, Christos Sakaridis, Petros Maragos	2023	arxiv 2303.14516
Advancing Vision Transformers with Group-Mix Attention	Chongjian Ge, Xiaohan Ding, Zhan Tong	2023	arxiv 2311.15157
SG-MIM: Structured Knowledge Guided Efficient Pre-training for Dense Prediction	Sumin Son, Hyesong Choi, Dongbo Min	2024	arxiv 2409.02513
DenoiseRep: Denoising Model for Representation Learning	Zhengrui Xu, Guan'an Wang, Xiaowen Huang	2024	arxiv 2406.08773
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model	Lianghui Zhu, Bencheng Liao, Qian Zhang	2024	arxiv 2401.09417
SCSA: Exploring the Synergistic Effects Between Spatial and Channel Attention	Yunzhong Si, Huiying Xu, Xinzhong Zhu	2024	arxiv 2407.05128
Efficient Token Compression for Vision Transformer with Spatial Information Preserved	Junzhu Mao, Yang Shen, Jinyang Guo	2025	arxiv 2503.23455
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition	Xiaohan Ding, Yiyuan Zhang, Yixiao Ge	2023	arxiv 2311.15599
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process	Changyao Tian, Chenxin Tao, Jifeng Dai	2023	arxiv 2306.05423
DejaVu: Conditional Regenerative Learning to Enhance Dense Prediction	Shubhankar Borse, Debasmit Das, Hyojin Park	2023	arxiv 2303.01573
Pyramid Fusion Transformer for Semantic Segmentation	Zipeng Qin, Jianbo Liu, Xiaolin Zhang	2022	arxiv 2201.04019
MEDOE: A Multi-Expert Decoder and Output Ensemble Framework for Long-tailed Semantic Segmentation	Junao Shen, Long Chen, Kun Kuang	2023	arxiv 2308.08213
SG-Former: Self-guided Transformer with Evolving Token Reallocation	Sucheng Ren, Xingyi Yang, Songhua Liu	2023	arxiv 2308.12216
OV-PARTS: Towards Open-Vocabulary Part Segmentation	Meng Wei, Xiaoyu Yue, Wenwei Zhang	2023	arxiv 2310.05107
A Deep Semantic Segmentation Network with Semantic and Contextual Refinements	Zhiyan Wang, Deyin Liu, Lin Yuanbo Wu	2024	arxiv 2412.08671
Adaptive Prototype Replay for Class Incremental Semantic Segmentation	Guilin Zhu, Dongyue Wu, Changxin Gao	2024	arxiv 2412.12669
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation	Lihe Yang, Zhen Zhao, Hengshuang Zhao	2024	arxiv 2410.10777
RMT: Retentive Networks Meet Vision Transformers	Qihang Fan, Huaibo Huang, Mingrui Chen	2023	arxiv 2309.11523
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis	Prateek Katiyar, Anna Khoreva	2020	arxiv 2011.12636
The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition	Jingru Tan, Bo Li, Xin Lu	2022	arxiv 2210.05566

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