Research

Papers for “ade20k”

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

Title	Authors	Year	Source
Mitigating Objectness Bias and Region-to-Text Misalignment for Open-Vocabulary Panoptic Segmentation	Nikolay Kormushev, Josip Šarić, Matej Kristan	2026	arxiv 2603.21386
ToaSt: Token Channel Selection and Structured Pruning for Efficient ViT	Hyunchan Moon, Cheonjun Park, Steven L. Waslander	2026	arxiv 2602.15720
EMFormer: Efficient Multi-Scale Transformer for Accumulative Context Weather Forecasting	Hao Chen, Tao Han, Jie Zhang	2026	arxiv 2602.01194
Object-centric LeJEPA	Jakob Geusen, Ender Konukoglu	2026	arxiv 2607.02404
Sparse Attention for Dense Open-Vocabulary Prediction in CLIP	Fatimah Zohra, Chen Zhao, Shuming Liu	2026	arxiv 2607.07135
iFAN: Inference-Aware Learning for Plain Mask Transformers	Fang Li, Yu He, Haoyang Tong	2026	arxiv 2608.03216
WBMM: Windowed Batch Matrix Multiplication for Efficient Large Receptive Field Convolution	Wan Song, Wei Zhou, Rui Wang	2026	arxiv 2607.02097
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP	Jihao Liu, Hongsheng Li, Guanglu Song	2021	arxiv 2110.04035
Boundary Guided Context Aggregation for Semantic Segmentation	Haoxiang Ma, Hongyu Yang, Di Huang	2021	arxiv 2110.14587
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers	Enze Xie, Wenhai Wang, Zhiding Yu	2021	arxiv 2105.15203
SeMask: Semantically Masked Transformers for Semantic Segmentation	Jitesh Jain, Anukriti Singh, Nikita Orlov	2021	arxiv 2112.12782
Distance Guided Channel Weighting for Semantic Segmentation	Xuanyi Liu, Lanyun Zhu, Shiping Zhu	2020	arxiv 2004.12679
Context Encoding for Semantic Segmentation	Hang Zhang, Kristin Dana, Jianping Shi	2018	arxiv 1803.08904
Adaptive Context Network for Scene Parsing	Jun Fu, Jing Liu, Yuhang Wang	2019	arxiv 1911.01664
Context Prior for Scene Segmentation	Changqian Yu, Jingbo Wang, Changxin Gao	2020	arxiv 2004.01547
Refining Semantic Segmentation with Superpixel by Transparent Initialization and Sparse Encoder	Zhiwei Xu, Thalaiyasingam Ajanthan, Richard Hartley	2020	arxiv 2010.04363
Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation	Gengwei Zhang, Yiming Gao, Hang Xu	2020	arxiv 2012.03603
SSN: Learning Sparse Switchable Normalization via SparsestMax	Wenqi Shao, Tianjian Meng, Jingyu Li	2019	arxiv 1903.03793
Self-Training for Class-Incremental Semantic Segmentation	Lu Yu, Xialei Liu, Joost van de Weijer	2020	arxiv 2012.03362
Feature Selective Transformer for Semantic Image Segmentation	Fangjian Lin, Tianyi Wu, Sitong Wu	2022	arxiv 2203.14124

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