Research

Papers for “ade20k”

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

Title	Authors	Year	Source
Rethinking Depth Pruning for Vision Transformers: A Heterogeneity-Aware Perspective	Zhenfeng Su, Kang Zhao, Han Bao	2026	arxiv 2607.03784
Rethinking Attention Locality in Spiking Transformers	Zeqi Zheng, Zizheng Zhu, Yuping Yan	2026	arxiv 2608.08541
DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture	Xiangteng He, Shunsuke Sakai, Shivam Chandhok	2025	arxiv 2511.17354
Putting Registers to Work: Task Registers for Token Pruning in Vision Transformers	Hongsen Cao, Mona Jaber, Shanxin Yuan	2026	arxiv 2608.10989
Global Aggregation then Local Distribution for Scene Parsing	Xiangtai Li, Li Zhang, Guangliang Cheng	2021	arxiv 2107.13154
Dual-Flattening Transformers through Decomposed Row and Column Queries for Semantic Segmentation	Ying Wang, Chiuman Ho, Wenju Xu	2022	arxiv 2201.09139
Continual Attentive Fusion for Incremental Learning in Semantic Segmentation	Guanglei Yang, Enrico Fini, Dan Xu	2022	arxiv 2202.00432
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation	Fabio Cermelli, Massimiliano Mancini, Samuel Rota Buló	2022	arxiv 2201.13338
PNM: Pixel Null Model for General Image Segmentation	Han Zhang, Zihao Zhang, Wenhao Zheng	2022	arxiv 2203.06677
RecursiveMix: Mixed Learning with History	Lingfeng Yang, Xiang Li, Borui Zhao	2022	arxiv 2203.06844
Semantic Segmentation by Early Region Proxy	Yifan Zhang, Bo Pang, Cewu Lu	2022	arxiv 2203.14043
MP-Former: Mask-Piloted Transformer for Image Segmentation	Hao Zhang, Feng Li, Huaizhe Xu	2023	arxiv 2303.07336
DeepMIM: Deep Supervision for Masked Image Modeling	Sucheng Ren, Fangyun Wei, Samuel Albanie	2023	arxiv 2303.08817
PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation	Yizhe Ma, Fangjian Lin, Sitong Wu	2023	arxiv 2305.00671
Improving Visual Prompt Tuning for Self-supervised Vision Transformers	Seungryong Yoo, Eunji Kim, Dahuin Jung	2023	arxiv 2306.05067
Global Context Vision Transformers	Ali Hatamizadeh, Hongxu Yin, Greg Heinrich	2022	arxiv 2206.09959
Rethinking Spatially-Adaptive Normalization	Zhentao Tan, Dongdong Chen, Qi Chu	2020	arxiv 2004.02867
ORDNet: Capturing Omni-Range Dependencies for Scene Parsing	Shaofei Huang, Si Liu, Tianrui Hui	2021	arxiv 2101.03929
Switchable Normalization for Learning-to-Normalize Deep Representation	Ping Luo, Ruimao Zhang, Jiamin Ren	2019	arxiv 1907.10473
A ConvNet for the 2020s	Zhuang Liu, Hanzi Mao, Chao-Yuan Wu	2022	arxiv 2201.03545

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