Regularization with Stochastic Transformations and Perturbations, NIPS 2016 SpotlightRate this post https://papers.nips.cc/paper/6333-regularization-with-stochastic-transformations-and-perturbations-for-deep-semi-supervised-learning.pdf Effective convolutional neural networks are trained on large sets of labeled data. However, creating large labeled datasets We...
On Regularizing Rademacher Observation Losses, NIPS 2016 SpotlightRate this post https://papers.nips.cc/paper/6572-on-regularizing-rademacher-observation-losses.pdf It has recently been shown that supervised learning linear classifiers with two of the most popular losses, We hope...
Neural Universal Discrete Denoiser, NIPS 2016 SpotlightRate this post http://papers.nips.cc/paper/6497-neural-universal-discrete-denoiser.pdf We present a new framework of applying deep neural networks (DNN) to devise a universal discrete denoiser. We hope you...
Anomaly Detection: Algorithms, Explanations, ApplicationsRate this post Anomaly detection is important for data cleaning, cybersecurity, and robust AI systems. This talk will review recent work in our We hope you...
CMU Neural Nets for NLP 2018 (19): Unsupervised and Semi-supervised Learning of StructureRate this post We hope you will enjoy this and some our 11k+ other artificial intelligence videos. We...
WACV18: DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization…Rate this post Sachin Mehta, Amar Azad, Saneem Chemmengath, Vikas Raykar, Shivkumar Kalyanaraman The impact of soiling on solar panels is...
WACV18: Segmentation and Shape Extraction from Convolutional Neural NetworksRate this post Mai Lan Ha, Gianni Franchi, Michael Moeller, Andreas Kolb, Volker Blanz We propose a novel method for creating high-resolution...
WACV18: Crowd Counting With Minimal Data Using Generative Adversarial NetworksRate this post Greg Olmschenk, Hao Tang, Zhigang Zhu In this work, we use a generative adversarial network (GAN) to train...
Contextual semibandits via supervised learning oracles, NIPS 2016 SpotlightRate this post We hope you will enjoy this and some our 11k+ other artificial intelligence videos. We keep adding new channels...
What is Machine Learning? | Machine Learning Basics | Machine Learning Tutorial | EdurekaRate this post ( Machine Learning Training with Python: https://www.edureka.co/python ) This Edureka video on “What is...
