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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets |
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| Hannah Kniesel, Pedro Hermosilla, Timo Ropinski |
| 2025 |
| arxiv 2503.09221 |
| 3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction | Rupal Agravat, Mehul S Raval | 2020 | arxiv 2008.11576 |
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| Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds | Jingyu Gong, Jiachen Xu, Xin Tan | 2021 | arxiv 2101.02381 |
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| Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation | Jogendra Nath Kundu, Akshay Kulkarni, Suvaansh Bhambri | 2022 | arxiv 2202.04287 |
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| Context Label Learning: Improving Background Class Representations in Semantic Segmentation | Zeju Li, Konstantinos Kamnitsas, Cheng Ouyang | 2022 | arxiv 2212.08423 |
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| Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing | Hamid Izadinia, Fereshteh Sadeghi, Santosh Kumar Divvala | 2015 | arxiv 1509.08075 |
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| High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks | Zifeng Wu, Chunhua Shen, Anton van den Hengel | 2016 | arxiv 1604.04339 |
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| Rich feature hierarchies for accurate object detection and semantic segmentation | Ross Girshick, Jeff Donahue, Trevor Darrell | 2013 | arxiv 1311.2524 |
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| Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes | Tobias Pohlen, Alexander Hermans, Markus Mathias | 2016 | arxiv 1611.08323 |
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| STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling | Yang He, Wei-Chen Chiu, Margret Keuper | 2016 | arxiv 1604.02388 |
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