Research
Papers for “image classification”
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
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| Title | Authors | Year | Source |
|---|---|---|---|
| A Computing Kernel for Network Binarization on PyTorch | Xianda Xu, Marco Pedersoli | 2019 | arxiv 1911.04477 |
| Semi-Supervised Learning with Normalizing Flows | Pavel Izmailov, Polina Kirichenko, Marc Finzi | 2019 | arxiv 1912.13025 |
| Non-Determinism in TensorFlow ResNets | Miguel Morin, Matthew Willetts | 2020 | arxiv 2001.11396 |
| Accelerator-aware Neural Network Design using AutoML | Suyog Gupta, Berkin Akin | 2020 | arxiv 2003.02838 |
| Domain-independent Dominance of Adaptive Methods | Pedro Savarese, David McAllester, Sudarshan Babu | 2019 | arxiv 1912.01823 |
| Federated Learning with Bayesian Differential Privacy | Aleksei Triastcyn, Boi Faltings | 2019 | arxiv 1911.10071 |
| Meta Approach to Data Augmentation Optimization | Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe | 2020 | arxiv 2006.07965 |
| Model-based Asynchronous Hyperparameter and Neural Architecture Search | Aaron Klein, Louis C. Tiao, Thibaut Lienart | 2020 | arxiv 2003.10865 |
| Maximum Entropy Regularization and Chinese Text Recognition | Changxu Cheng, Wuheng Xu, Xiang Bai | 2020 | arxiv 2007.04651 |
| An Efficient Technique for Image Captioning using Deep Neural Network | Borneel Bikash Phukan, Amiya Ranjan Panda | 2020 | arxiv 2009.02565 |
| MAD-VAE: Manifold Awareness Defense Variational Autoencoder | Frederick Morlock, Dingsu Wang | 2020 | arxiv 2011.01755 |
| Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations | Anna Bogdanova, Akie Nakai, Yukihiko Okada | 2020 | arxiv 2011.06803 |
| Unsupervised Difficulty Estimation with Action Scores | Octavio Arriaga, Matias Valdenegro-Toro | 2020 | arxiv 2011.11461 |
| Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks | Alberto Marchisio, Beatrice Bussolino, Alessio Colucci | 2020 | arxiv 2004.07116 |
| Deep CNNs for large scale species classification | Raj Prateek Kosaraju | 2021 | arxiv 2102.01863 |
| Centroid-based deep metric learning for speaker recognition | Jixuan Wang, Kuan-Chieh Wang, Marc Law | 2019 | arxiv 1902.02375 |
| Graph-RISE: Graph-Regularized Image Semantic Embedding | Da-Cheng Juan, Chun-Ta Lu, Zhen Li | 2019 | arxiv 1902.10814 |
| Joint Optimization Framework for Learning with Noisy Labels | Daiki Tanaka, Daiki Ikami, Toshihiko Yamasaki | 2018 | arxiv 1803.11364 |
| LeanResNet: A Low-cost Yet Effective Convolutional Residual Networks | Jonathan Ephrath, Lars Ruthotto, Eldad Haber | 2019 | arxiv 1904.06952 |
| Neural Architecture Search Over a Graph Search Space | Stanis\law Jastrzębski, Quentin de Laroussilhe, Mingxing Tan | 2018 | arxiv 1812.10666 |