| Deep neural networks are easily fooled: High confidence predictions for unrecognizable images A Nguyen, J Yosinski, J Clune Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 4289 | 2015 |
| Understanding Neural Networks Through Deep Visualization J Yosinski, J Clune, A Nguyen, T Fuchs, H Lipson Deep Learning workshop, ICML '15, 2015 | 2437 | 2015 |
| Automatically identifying wild animals in camera trap images with deep learning M Norouzzadeh, A Nguyen, M Kosmala, A Swanson, C Parker, J Clune Proceedings of the National Academy of Sciences 115 (25), 5716-5725, 2018 | 1133 | 2018 |
| Plug & play generative networks: Conditional iterative generation of images in latent space A Nguyen, J Clune, Y Bengio, A Dosovitskiy, J Yosinski Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on …, 2017 | 1009 | 2017 |
| Synthesizing the preferred inputs for neurons in neural networks via deep generator networks A Nguyen, A Dosovitskiy, J Yosinski, T Brox, J Clune Advances in neural information processing systems 29, 3387-3395, 2016 | 877 | 2016 |
| Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks A Nguyen, J Yosinski, J Clune Visualization for Deep Learning workshop, ICML 2016, 2016 | 414 | 2016 |
| The surprising creativity of digital evolution: A collection of anecdotes from the evolutionary computation and artificial life research communities J Lehman, J Clune, D Misevic, C Adami, L Altenberg, J Beaulieu, ... arXiv preprint arXiv:1803.03453, 2018 | 361 | 2018 |
| Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects M Alcorn, L Qi, Z Gong, C Wang, L Mai, W Ku, A Nguyen Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019 | 356 | 2019 |
| Understanding neural networks via feature visualization: A survey A Nguyen, J Yosinski, J Clune Explainable AI: Interpreting, Explaining and Visualizing Deep Learning, 55-76, 2019 | 207 | 2019 |
| Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks? TM Pham, T Bui, L Mai, A Nguyen Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 130 | 2021 |
| Innovation engines: Automated creativity and improved stochastic optimization via deep learning A Nguyen, J Yosinski, J Clune Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015 | 122 | 2015 |
| SAM: The Sensitivity of Attribution Methods to Hyperparameters N Bansal, C Agarwal, A Nguyen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 103* | 2020 |
| The effectiveness of feature attribution methods and its correlation with automatic evaluation scores G Nguyen, D Kim, A Nguyen Conference on Neural Information Processing Systems (NeurIPS), 2021 | 87 | 2021 |
| Explaining image classifiers by removing input features using generative models C Agarwal, A Nguyen Proceedings of the Asian Conference on Computer Vision, 2020 | 78* | 2020 |
| Understanding Innovation Engines: Automated Creativity and Improved Stochastic Optimization via Deep Learning A Nguyen, J Yosinski, J Clune Evolutionary Computation 24 (3), 545-572, 2016 | 61 | 2016 |
| Visual correspondence-based explanations improve AI robustness and human-AI team accuracy MR Taesiri, G Nguyen, A Nguyen Advances in Neural Information Processing Systems, 2022 | 38 | 2022 |
| VectorDefense: Vectorization as a Defense to Adversarial Examples VM Kabilan, B Morris, A Nguyen arXiv preprint arXiv:1804.08529, 2018 | 34 | 2018 |
| 3DTouch: A wearable 3D input device for 3D applications A Nguyen, A Banic 2015 IEEE Virtual Reality (VR), 55-61, 2015 | 33* | 2015 |
| DeepFace-EMD: Re-ranking Using Patch-wise Earth Mover's Distance Improves Out-Of-Distribution Face Identification H Phan, A Nguyen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 28 | 2022 |
| 3DTouch: Towards a Wearable 3D Input Device for 3D Applications A Nguyen University of Wyoming, 2014 | 28* | 2014 |
Jeff CluneProfessor, Comp. Sci.,U British Columbia; CIFAR AI Chair, Vector; Senior Research Advisor, DeepMindubc.ca의 이메일 확인됨