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Papers for “ade20k”

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

Title	Authors	Year	Source
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning	Beomyoung Kim, Joonsang Yu, Sung Ju Hwang	2024	arxiv 2403.20126
Text-image Alignment for Diffusion-based Perception	Neehar Kondapaneni, Markus Marks, Manuel Knott	2023	arxiv 2310.00031
Robustness Analysis on Foundational Segmentation Models	Madeline Chantry Schiappa, Shehreen Azad, Sachidanand VS	2023	arxiv 2306.09278
PEM: Prototype-based Efficient MaskFormer for Image Segmentation	Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano	2024	arxiv 2402.19422
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation	Chenhongyi Yang, Jiarui Xu, Shalini De Mello	2022	arxiv 2212.06795
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning	Shaofeng Zhang, Feng Zhu, Rui Zhao	2023	arxiv 2306.13337
Boosting Semantic Segmentation from the Perspective of Explicit Class Embeddings	Yuhe Liu, Chuanjian Liu, Kai Han	2023	arxiv 2308.12894
SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers	Bowen Zhang, Liyang Liu, Minh Hieu Phan	2023	arxiv 2306.06289
GlobalMamba: Global Image Serialization for Vision Mamba	Chengkun Wang, Wenzhao Zheng, Jie Zhou	2024	arxiv 2410.10316
Habaek: High-performance water segmentation through dataset expansion and inductive bias optimization	Hanseon Joo, Eunji Lee, Minjong Cheon	2024	arxiv 2410.15794
CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent Transformation	Jinchao Ge, Bowen Zhang, Akide Liu	2024	arxiv 2411.02715
Precise and Robust Sidewalk Detection: Leveraging Ensemble Learning to Surpass LLM Limitations in Urban Environments	Ibne Farabi Shihab, Sudesh Ramesh Bhagat, Anuj Sharma	2024	arxiv 2405.14876
Cross-Domain Semantic Segmentation with Large Language Model-Assisted Descriptor Generation	Philip Hughes, Larry Burns, Luke Adams	2025	arxiv 2501.16467
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation	Deyi Ji, Haoran Wang, Mingyuan Tao	2023	arxiv 2305.03944
AlignSeg: Feature-Aligned Segmentation Networks	Zilong Huang, Yunchao Wei, Xinggang Wang	2020	arxiv 2003.00872
Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation	Zilong Huang, Wentian Hao, Xinggang Wang	2021	arxiv 2104.00875
Vision Transformers with Patch Diversification	Chengyue Gong, Dilin Wang, Meng Li	2021	arxiv 2104.12753
Fully Attentional Network for Semantic Segmentation	Qi Song, Jie Li, Chenghong Li	2021	arxiv 2112.04108
Residual Mixture of Experts	Lemeng Wu, Mengchen Liu, Yinpeng Chen	2022	arxiv 2204.09636
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders	Sanghyun Woo, Shoubhik Debnath, Ronghang Hu	2023	arxiv 2301.00808

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