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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 |
|---|---|---|---|
| Deep Neural Networks and PIDE discretizations | Bastian Bohn, Michael Griebel, Dinesh Kannan | 2021 | arxiv 2108.02430 |
| MiNet: A Convolutional Neural Network for Identifying and Categorising Minerals | Emmanuel Asiedu Brempong, Millicent Agangiba, Daniel Aikins | 2021 | arxiv 2111.11260 |
| Distributionally Robust Group Backwards Compatibility | Martin Bertran, Natalia Martinez, Alex Oesterling | 2021 | arxiv 2112.10290 |
| Statistical Guarantees for the Robustness of Bayesian Neural Networks | Luca Cardelli, Marta Kwiatkowska, Luca Laurenti | 2019 | arxiv 1903.01980 |
| Superkernel Neural Architecture Search for Image Denoising | Marcin Mo\.zejko, Tomasz Latkowski, \Lukasz Treszczotko | 2020 | arxiv 2004.08870 |
| Learning Symmetrization for Equivariance with Orbit Distance Minimization | Tien Dat Nguyen, Jinwoo Kim, Hongseok Yang | 2023 | arxiv 2311.07143 |
| Kolmogorov-Arnold Network Autoencoders | Mohammadamin Moradi, Shirin Panahi, Erik Bollt | 2024 | arxiv 2410.02077 |
| Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision | Yueyang Cang, Yu hang liu, Li Shi | 2024 | arxiv 2411.06727 |
| Distributed Black-box Attack: Do Not Overestimate Black-box Attacks | Han Wu, Sareh Rowlands, Johan Wahlstrom | 2022 | arxiv 2210.16371 |
| A Novel Computing Paradigm for MobileNetV3 using Memristor | Jiale Li, Zhihang Liu, Sean Longyu Ma | 2024 | arxiv 2402.10512 |
| Mariia Seleznova, Hung-Hsu Chou, Claudio Mayrink Verdun |
| 2025 |
| arxiv 2505.16017 |
| Revisiting the Role of Label Smoothing in Enhanced Text Sentiment Classification | Yijie Gao, Shijing Si, Hua Luo | 2023 | arxiv 2312.06522 |
|---|
| Pseudo-label Learning with Calibrated Confidence Using an Energy-based Model | Masahito Toba, Seiichi Uchida, Hideaki Hayashi | 2024 | arxiv 2404.09585 |
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| DCNN: Dual Cross-current Neural Networks Realized Using An Interactive Deep Learning Discriminator for Fine-grained Objects | Da Fu, Mingfei Rong, Eun-Hu Kim | 2024 | arxiv 2405.04093 |
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| Task agnostic continual learning with Pairwise layer architecture | Santtu Keskinen | 2024 | arxiv 2405.13632 |
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| Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation | Daniel Kienzle, Marco Kantonis, Robin Schön | 2024 | arxiv 2405.14467 |
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| Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics | Haoyang Zheng, Hengrong Du, Qi Feng | 2024 | arxiv 2405.07839 |
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| Visual Car Brand Classification by Implementing a Synthetic Image Dataset Creation Pipeline | Jan Lippemeier, Stefanie Hittmeyer, Oliver Niehörster | 2024 | arxiv 2406.01071 |
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| Teacher Network Calibration Improves Cross-Quality Knowledge Distillation | Pia Čuk, Robin Senge, Mikko Lauri | 2023 | arxiv 2304.07593 |
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| ODSmoothGrad: Generating Saliency Maps for Object Detectors | Chul Gwon, Steven C. Howell | 2023 | arxiv 2304.07609 |
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