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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2021 |
| arxiv 2111.00928 |
| UWC: Unit-wise Calibration Towards Rapid Network Compression | Chen Lin, Zheyang Li, Bo Peng | 2022 | arxiv 2201.06376 |
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| Beyond Appearance: Transformer-based Person Identification from Conversational Dynamics | Masoumeh Chapariniya, Teodora Vukovic, Sarah Ebling | 2025 | arxiv 2510.04753 |
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| MCP: A Control-Theoretic Orchestration Framework for Synergistic Efficiency and Interpretability in Multimodal Large Language Models | Luyan Zhang | 2025 | arxiv 2509.16597 |
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| Semantic Packet Aggregation for Token Communication via Genetic Beam Search | Seunghun Lee, Jihong Park, Jinho Choi | 2025 | arxiv 2504.19591 |
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| Shape-Guided Diffusion with Inside-Outside Attention | Dong Huk Park, Grace Luo, Clayton Toste | 2022 | arxiv 2212.00210 |
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| InstanceDiffusion: Instance-level Control for Image Generation | Xudong Wang, Trevor Darrell, Sai Saketh Rambhatla | 2024 | arxiv 2402.03290 |
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| Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers | Lei Ke, Yu-Wing Tai, Chi-Keung Tang | 2021 | arxiv 2103.12340 |
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| Spatially Conditioned Graphs for Detecting Human-Object Interactions | Frederic Z. Zhang, Dylan Campbell, Stephen Gould | 2020 | arxiv 2012.06060 |
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| Large-scale interactive object segmentation with human annotators | Rodrigo Benenson, Stefan Popov, Vittorio Ferrari | 2019 | arxiv 1903.10830 |
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| Semantics Disentangling for Text-to-Image Generation | Guojun Yin, Bin Liu, Lu Sheng | 2019 | arxiv 1904.01480 |
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