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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 |
|---|---|---|---|
| The Fast Bilateral Solver | Jonathan T. Barron, Ben Poole | 2015 | arxiv 1511.03296 |
| A Hyperspectral and RGB Dataset for Building Facade Segmentation | Nariman Habili, Ernest Kwan, Weihao Li | 2022 | arxiv 2212.02749 |
| Efficient semantic image segmentation with superpixel pooling | Mathijs Schuurmans, Maxim Berman, Matthew B. Blaschko | 2018 | arxiv 1806.02705 |
| Fast, Better Training Trick -- Random Gradient | Jiakai Wei | 2018 | arxiv 1808.04293 |
| Boundary-Aware Network for Fast and High-Accuracy Portrait Segmentation | Xi Chen, Donglian Qi, Jianxin Shen | 2019 | arxiv 1901.03814 |
| Forget the Learning Rate, Decay Loss | Jiakai Wei | 2019 | arxiv 1905.00094 |
| Structured Prediction using cGANs with Fusion Discriminator | Faisal Mahmood, Wenhao Xu, Nicholas J. Durr | 2019 | arxiv 1904.13358 |
| Lung Segmentation in Chest X-rays with Res-CR-Net | Haikal Abdulah, Benjamin Huber, Sinan Lal | 2020 | arxiv 2011.08655 |
| Towards Long-term Robotics in the Wild | Stephen Hausler, Ethan Griffiths, Milad Ramezani | 2024 | arxiv 2404.18477 |
| Cumulative Assessment for Urban 3D Modeling | Shea Hagstrom, Hee Won Pak, Stephanie Ku | 2021 | arxiv 2107.04622 |
| SAGE: Semantic-Driven Adaptive Gaussian Splatting in Extended Reality | Chiara Schiavo, Elena Camuffo, Leonardo Badia | 2025 | arxiv 2503.16747 |
| Window to Wall Ratio Detection using SegFormer | Zoe De Simone, Sayandeep Biswas, Oscar Wu | 2024 | arxiv 2406.02706 |
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| Point Cloud Instance Segmentation using Probabilistic Embeddings | Biao Zhang, Peter Wonka | 2019 | arxiv 1912.00145 |
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| DeepSatData: Building large scale datasets of satellite images for training machine learning models | Michail Tarasiou, Stefanos Zafeiriou | 2021 | arxiv 2104.13824 |
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| KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes | Artem Savkin, Federico Tombari | 2021 | arxiv 2105.12549 |
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| Nonwatertight Mesh Reconstruction | Partha Ghosh | 2022 | arxiv 2206.12952 |
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| Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation | Paul Engstler, Luke Melas-Kyriazi, Christian Rupprecht | 2023 | arxiv 2311.14665 |
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| Herding Generalizes Diverse M -Best Solutions | Ece Ozkan, Gemma Roig, Orcun Goksel | 2016 | arxiv 1611.04353 |
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| Adversarial Examples for Semantic Image Segmentation | Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen | 2017 | arxiv 1703.01101 |
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| CalCROP21: A Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels | Rahul Ghosh, Praveen Ravirathinam, Xiaowei Jia | 2021 | arxiv 2107.12499 |
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