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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Title | Authors | Year | Source |
|---|---|---|---|
| Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations | Andrii Zadaianchuk, Matthaeus Kleindessner, Yi Zhu | 2022 | arxiv 2207.05027 |
| Category Feature Transformer for Semantic Segmentation | Quan Tang, Chuanjian Liu, Fagui Liu | 2023 | arxiv 2308.05581 |
| Improving Spatial Codification in Semantic Segmentation | Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana | 2015 | arxiv 1505.07409 |
| Deep Structured Features for Semantic Segmentation | Michael Tschannen, Lukas Cavigelli, Fabian Mentzer | 2016 | arxiv 1609.07916 |
| Continual Unsupervised Domain Adaptation for Semantic Segmentation | Joonhyuk Kim, Sahng-Min Yoo, Gyeong-Moon Park | 2020 | arxiv 2010.09236 |
| ConSeg: Contextual Backdoor Attack Against Semantic Segmentation | Bilal Hussain Abbasi, Zirui Gong, Yanjun Zhang | 2025 | arxiv 2507.19905 |
| Source-Free Domain Adaptation for Semantic Segmentation | Yuang Liu, Wei Zhang, Jun Wang | 2021 | arxiv 2103.16372 |
| Improving Online Performance Prediction for Semantic Segmentation | Marvin Klingner, Andreas Bär, Marcel Mross | 2021 | arxiv 2104.05255 |
| Semantic Segmentation by Improved Generative Adversarial Networks | ZengShun Zhaoa, Yulong Wang, Ke Liu | 2021 | arxiv 2104.09917 |
| SegmATRon: Embodied Adaptive Semantic Segmentation for Indoor Environment | Tatiana Zemskova, Margarita Kichik, Dmitry Yudin | 2023 | arxiv 2310.12031 |
| Luigi Riz, Cristiano Saltori, Yiming Wang |
| 2023 |
| arxiv 2312.03782 |
| Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation | Tianyi Zhang, Guosheng Lin, Jianfei Cai | 2018 | arxiv 1803.02563 |
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| The Fishyscapes Benchmark: Measuring Blind Spots in Semantic Segmentation | Hermann Blum, Paul-Edouard Sarlin, Juan Nieto | 2019 | arxiv 1904.03215 |
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| UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information | Girisha S, Ujjwal Verma, Manohara Pai M M | 2020 | arxiv 2011.14284 |
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| Improving Semantic Segmentation via Decoupled Body and Edge Supervision | Xiangtai Li, Xia Li, Li Zhang | 2020 | arxiv 2007.10035 |
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| Coarse-to-fine Semantic Segmentation from Image-level Labels | Longlong Jing, Yucheng Chen, Yingli Tian | 2018 | arxiv 1812.10885 |
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| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Wouter Van Gansbeke, Simon Vandenhende, Luc Van Gool | 2022 | arxiv 2206.06363 |
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| Reflectivity Is All You Need!: Advancing LiDAR Semantic Segmentation | Kasi Viswanath, Peng Jiang, Srikanth Saripalli | 2024 | arxiv 2403.13188 |
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| Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings | Wei Yin, Yifan Liu, Chunhua Shen | 2022 | arxiv 2202.02002 |
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| Training and Inference for Integer-Based Semantic Segmentation Network | Jiayi Yang, Lei Deng, Yukuan Yang | 2020 | arxiv 2011.14504 |
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