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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation | Haonan Wang, Qixiang Zhang, Yi Li | 2024 | arxiv 2403.01818 |
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| Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network | Rui Zhang, Luziwei Leng, Kaiwei Che | 2023 | arxiv 2304.11857 |
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| PCB-RandNet: Rethinking Random Sampling for LIDAR Semantic Segmentation in Autonomous Driving Scene | XianFeng Han, Huixian Cheng, Hang Jiang | 2022 | arxiv 2209.13797 |
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| Spectral Analysis for Semantic Segmentation with Applications on Feature Truncation and Weak Annotation | Li-Wei Chen, Wei-Chen Chiu, Chin-Tien Wu | 2020 | arxiv 2012.14123 |
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| The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation | Daniel Morales-Brotons, Grigorios Chrysos, Stratis Tzoumas | 2024 | arxiv 2411.18728 |
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| Spatial-information Guided Adaptive Context-aware Network for Efficient RGB-D Semantic Segmentation | Yang Zhang, Chenyun Xiong, Junjie Liu | 2023 | arxiv 2308.06024 |
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| Invascal: Inverse-Vacuity Self-Calibration for Uncertainty-Aware LiDAR Range-View Semantic Segmentation | Kerim Turacan, Hannes Reichert, Andrei Bolandut | 2026 | arxiv 2606.00069 |
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| Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP | Zhongxing Xu, Feilong Tang, Zhe Chen | 2024 | arxiv 2412.19650 |
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| Make It Up: Fake Images, Real Gains in Generalized Few-shot Semantic Segmentation | Guohuan Xie, Xin He, Dingying Fan | 2026 | arxiv 2603.27206 |
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| Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation | Renhao Lu | 2025 | arxiv 2502.00563 |
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| Fine-Grained Semantic Segmentation of Motion Capture Data using Dilated Temporal Fully-Convolutional Networks | Noshaba Cheema, Somayeh Hosseini, Janis Sprenger | 2019 | arxiv 1903.00695 |
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