Research
Papers for “imagenet”
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
Search results
| Title | Authors | Year | Source |
|---|---|---|---|
| Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy | Stanislav Dereka, Ivan Karpukhin, Maksim Zhdanov | 2023 | arxiv 2305.11616 |
| How to train your ViT for OOD Detection | Maximilian Mueller, Matthias Hein | 2024 | arxiv 2405.17447 |
| Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations | Polina Kirichenko, Pavel Izmailov, Andrew Gordon Wilson | 2022 | arxiv 2204.02937 |
| On gradient regularizers for MMD GANs | Michael Arbel, Danica J. Sutherland, Miko\laj Bińkowski | 2018 | arxiv 1805.11565 |
| NAAS: Neural Accelerator Architecture Search | Yujun Lin, Mengtian Yang, Song Han | 2021 | arxiv 2105.13258 |
| From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search | Hadar Shavit, Filip Jatelnicki, Pol Mor-Puigventós | 2022 | arxiv 2212.08448 |
| Discriminator optimal transport | Akinori Tanaka | 2019 | arxiv 1910.06832 |
| Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers | Alexander Binder, Grégoire Montavon, Sebastian Bach | 2016 | arxiv 1604.00825 |
| MatConvNet - Convolutional Neural Networks for MATLAB | Andrea Vedaldi, Karel Lenc | 2014 | arxiv 1412.4564 |
| Places205-VGGNet Models for Scene Recognition | Limin Wang, Sheng Guo, Weilin Huang | 2015 | arxiv 1508.01667 |
| Fast Incremental Learning for Off-Road Robot Navigation | Artem Provodin, Liila Torabi, Beat Flepp | 2016 | arxiv 1606.08057 |
| Fast Training of Convolutional Neural Networks via Kernel Rescaling | Pedro Porto Buarque de Gusmão, Gianluca Francini, Skjalg Leps\oy | 2016 | arxiv 1610.03623 |
| Visualizing Residual Networks | Brian Chu, Daylen Yang, Ravi Tadinada | 2017 | arxiv 1701.02362 |
| Visualizing Deep Neural Network Decisions: Prediction Difference Analysis | Luisa M Zintgraf, Taco S Cohen, Tameem Adel | 2017 | arxiv 1702.04595 |
| Low-shot Visual Recognition by Shrinking and Hallucinating Features | Bharath Hariharan, Ross Girshick | 2016 | arxiv 1606.02819 |
| Spatially Adaptive Computation Time for Residual Networks | Michael Figurnov, Maxwell D. Collins, Yukun Zhu | 2016 | arxiv 1612.02297 |
| Deep Learning: A Critical Appraisal | Gary Marcus | 2018 | arxiv 1801.00631 |
| Autoregressive Quantile Networks for Generative Modeling | Georg Ostrovski, Will Dabney, Rémi Munos | 2018 | arxiv 1806.05575 |
| Uncertainty in Multitask Transfer Learning | Alexandre Lacoste, Boris Oreshkin, Wonchang Chung | 2018 | arxiv 1806.07528 |
| A second-order-like optimizer with adaptive gradient scaling for deep learning | Jérôme Bolte, Ryan Boustany, Edouard Pauwels | 2024 | arxiv 2410.05871 |