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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2023 |
| arxiv 2307.02065 |
| OG: Equip vision occupancy with instance segmentation and visual grounding | Zichao Dong, Hang Ji, Weikun Zhang | 2023 | arxiv 2307.05873 |
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| MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features | Adrien Bardes, Jean Ponce, Yann LeCun | 2023 | arxiv 2307.12698 |
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| DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation | Zhaoxin Fan, Puquan Pan, Zeren Zhang | 2023 | arxiv 2307.09604 |
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| SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving | Shuai Yuan, Shuzhi Yu, Hannah Kim | 2023 | arxiv 2303.06209 |
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| Competition vs. Concatenation in Skip Connections of Fully Convolutional Networks | Santiago Estrada, Sailesh Conjeti, Muneer Ahmad | 2018 | arxiv 1807.07803 |
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| EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding | Zhiyi Pan, Guoqing Liu, Wei Gao | 2024 | arxiv 2410.17207 |
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| Addressing a fundamental limitation in deep vision models: lack of spatial attention | Ali Borji | 2024 | arxiv 2407.01782 |
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| ContRail: A Framework for Realistic Railway Image Synthesis using ControlNet | Andrei-Robert Alexandrescu, Razvan-Gabriel Petec, Alexandru Manole | 2024 | arxiv 2412.06742 |
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| MambaVision: A Hybrid Mamba-Transformer Vision Backbone | Ali Hatamizadeh, Jan Kautz | 2024 | arxiv 2407.08083 |
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| Efficient Scale-Permuted Backbone with Learned Resource Distribution | Xianzhi Du, Tsung-Yi Lin, Pengchong Jin | 2020 | arxiv 2010.11426 |
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