Alex Schwing
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Advanced Neural Network Applications, Multimodal Machine Learning Applications, Hydrocarbon exploration and reservoir analysis, Medical Image Segmentation Techniques
Most-Cited Works
- → Real-time 3D imaging of Haines jumps in porous media flow(2013)642 cited
- → From connected pathway flow to ganglion dynamics(2015)273 cited
- → Enabling real-time multi-messenger astrophysics discoveries with deep learning(2019)80 cited
- → Subsecond pore‐scale displacement processes and relaxation dynamics in multiphase flow(2014)70 cited
- Latent Structured Active Learning(2013)
- Onset of Oil Mobilization and Nonwetting-Phase Cluster-Size Distribution(2015)
- Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins(2012)
- NCP-VAE: Variational Autoencoders with Noise Contrastive Priors(2021)
- → Improved Experimental Characterisation of Cement/Rubber Zonal Isolation Materials(2000)13 cited
- → DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data(2022)12 cited