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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Michael Tschannen, Aran Khanna, Anima Anandkumar |
| 2017 |
| arxiv 1712.03942 |
| BAGAN: Data Augmentation with Balancing GAN | Giovanni Mariani, Florian Scheidegger, Roxana Istrate | 2018 | arxiv 1803.09655 |
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| Sufficient Conditions for Idealised Models to Have No Adversarial Examples: a Theoretical and Empirical Study with Bayesian Neural Networks | Yarin Gal, Lewis Smith | 2018 | arxiv 1806.00667 |
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| Cross Pixel Optical Flow Similarity for Self-Supervised Learning | Aravindh Mahendran, James Thewlis, Andrea Vedaldi | 2018 | arxiv 1807.05636 |
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| Two-Layer Mixture Network Ensemble for Apparel Attributes Classification | Tianqi Han, Zhihui Fu, Hongyu Li | 2018 | arxiv 1807.10572 |
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| Binarized Convolutional Neural Networks for Efficient Inference on GPUs | Mir Khan, Heikki Huttunen, Jani Boutellier | 2018 | arxiv 1808.00209 |
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| Top-down Attention Recurrent VLAD Encoding for Action Recognition in Videos | Swathikiran Sudhakaran, Oswald Lanz | 2018 | arxiv 1808.09892 |
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| Approximate Fisher Information Matrix to Characterise the Training of Deep Neural Networks | Zhibin Liao, Tom Drummond, Ian Reid | 2018 | arxiv 1810.06767 |
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| MUFold-SS: Protein Secondary Structure Prediction Using Deep Inception-Inside-Inception Networks | Chao Fang, Yi Shang, Dong Xu | 2017 | arxiv 1709.06165 |
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| Mapping Biological Neuron Dynamics into an Interpretable Two-layer Artificial Neural Network | Jingyang Ma, Songting Li, Douglas Zhou | 2023 | arxiv 2305.12471 |
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