Bryan Catanzaro

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Speech Recognition and Synthesis, Parallel Computing and Optimization Techniques

Most-Cited Works

• → High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs(2018)4,365 cited
• → Image Inpainting for Irregular Holes Using Partial Convolutions(2018)2,306 cited
• → Deep Speech 2: End-to-End Speech Recognition in English and Mandarin(2015)2,175 cited
• The Landscape of Parallel Computing Research: A View from Berkeley(2006)
• → Deep Speech: Scaling up end-to-end speech recognition(2014)1,513 cited
• → cuDNN: Efficient Primitives for Deep Learning(2014)1,026 cited
• → Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism(2019)821 cited
• Deep learning with COTS HPC systems(2013)
• → PyCUDA and PyOpenCL: A scripting-based approach to GPU run-time code generation(2011)575 cited
• → Improving Semantic Segmentation via Video Propagation and Label Relaxation(2019)426 cited