Research

Papers for “ade20k”

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

Title	Authors	Year	Source
Learning Implicit Feature Alignment Function for Semantic Segmentation	Hanzhe Hu, Yinbo Chen, Jiarui Xu	2022	arxiv 2206.08655
Graph Reasoning Transformer for Image Parsing	Dong Zhang, Jinhui Tang, Kwang-Ting Cheng	2022	arxiv 2209.09545
CoCAViT: Compact Vision Transformer with Robust Global Coordination	Xuyang Wang, Lingjuan Miao, Zhiqiang Zhou	2025	arxiv 2508.05307
Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement	Ruitao Wu, Yifan Zhao, Jia Li	2025	arxiv 2509.00527
Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision	Tarun Kalluri, Weiyao Wang, Heng Wang	2023	arxiv 2303.05503
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation	Shoumeng Qiu, Jie Chen, Xinrun Li	2024	arxiv 2407.13254
Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation	Bowen Zhang, Yifan Liu, Zhi Tian	2021	arxiv 2107.14428
Mining Contextual Information Beyond Image for Semantic Segmentation	Zhenchao Jin, Tao Gong, Dongdong Yu	2021	arxiv 2108.11819
ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation	Zhenchao Jin, Bin Liu, Qi Chu	2021	arxiv 2108.12382
DAT++: Spatially Dynamic Vision Transformer with Deformable Attention	Zhuofan Xia, Xuran Pan, Shiji Song	2023	arxiv 2309.01430
Denoised Non-Local Neural Network for Semantic Segmentation	Qi Song, Jie Li, Hao Guo	2021	arxiv 2110.14200
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention	Sitong Wu, Tianyi Wu, Haoru Tan	2021	arxiv 2112.14000
Panoptic, Instance and Semantic Relations: A Relational Context Encoder to Enhance Panoptic Segmentation	Shubhankar Borse, Hyojin Park, Hong Cai	2022	arxiv 2204.05370
Panoptic Edge Detection	Yuan Hu, Yingtian Zou, Jiashi Feng	2019	arxiv 1906.00590
An Empirical Study of Multimodal Model Merging	Yi-Lin Sung, Linjie Li, Kevin Lin	2023	arxiv 2304.14933
Mixed Autoencoder for Self-supervised Visual Representation Learning	Kai Chen, Zhili Liu, Lanqing Hong	2023	arxiv 2303.17152
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation	Kaixin Cai, Pengzhen Ren, Yi Zhu	2023	arxiv 2308.04829
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution	Honghao Chen, Xiangxiang Chu, Yongjian Ren	2024	arxiv 2403.07589
HIRI-ViT: Scaling Vision Transformer with High Resolution Inputs	Ting Yao, Yehao Li, Yingwei Pan	2024	arxiv 2403.11999
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation	Monika Wysoczańska, Oriane Siméoni, Michaël Ramamonjisoa	2023	arxiv 2312.12359

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