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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Bharat Singh, Larry S. Davis |
| 2017 |
| arxiv 1711.08189 |
| PoseBH: Prototypical Multi-Dataset Training Beyond Human Pose Estimation | Uyoung Jeong, Jonathan Freer, Seungryul Baek | 2025 | arxiv 2505.17475 |
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| Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+\lambda)$ EA Variants on OneMax and LeadingOnes | Carola Doerr, Furong Ye, Sander van Rijn | 2018 | arxiv 1808.05850 |
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| CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection | Zhichao Sun, Huazhang Hu, Yidong Ma | 2025 | arxiv 2503.18430 |
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| Large-Language-Model-Guided State Estimation for Partially Observable Task and Motion Planning | Yoonwoo Kim, Raghav Arora, Roberto Martín-Martín | 2026 | arxiv 2603.03704 |
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| Monte Carlo Stochastic Depth for Uncertainty Estimation in Deep Learning | Adam T. Müller, Tobias Rögelein, Nicolaj C. Stache | 2026 | arxiv 2604.12719 |
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| OD3: Optimization-free Dataset Distillation for Object Detection | Salwa K. Al Khatib, Ahmed ElHagry, Shitong Shao | 2025 | arxiv 2506.01942 |
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| XiYOLO: Energy-Aware Object Detection via Iterative Architecture Search and Scaling | Tony Tran, Richie R. Suganda, Bin Hu | 2026 | arxiv 2605.06927 |
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| Knowledge-Guided Failure Prediction: Detecting When Object Detectors Miss Safety-Critical Objects | Jakob Paul Zimmermann, Gerrit Holzbach, David Lerch | 2026 | arxiv 2603.25499 |
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| WaDi: Weight Direction-aware Distillation for One-step Image Synthesis | Lei Wang, Yang Cheng, Senmao Li | 2026 | arxiv 2603.08258 |
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