Gregory Frederick Diamos

According to our database1, Gregory Frederick Diamos authored at least 31 papers between 2008 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Language Modeling at Scale.
CoRR, 2018

Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks.
CoRR, 2018

Resource-Efficient Neural Architect.
CoRR, 2018

2017
Deep Learning Scaling is Predictable, Empirically.
CoRR, 2017

Block-Sparse Recurrent Neural Networks.
CoRR, 2017

Mixed Precision Training.
CoRR, 2017

Exploring Sparsity in Recurrent Neural Networks.
CoRR, 2017

Deep Voice 2: Multi-Speaker Neural Text-to-Speech.
CoRR, 2017

Deep Voice: Real-time Neural Text-to-Speech.
CoRR, 2017

Deep Voice 2: Multi-Speaker Neural Text-to-Speech.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

The road to exascale AI.
Proceedings of the Workshop on Trends in Machine-Learning (and impact on computer architecture), 2017

Deep Voice: Real-time Neural Text-to-Speech.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Persistent RNNs: Stashing Recurrent Weights On-Chip.
Proceedings of the 33nd International Conference on Machine Learning, 2016


2015
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin.
CoRR, 2015

2014
Deep Speech: Scaling up end-to-end speech recognition.
CoRR, 2014

Red Fox: An Execution Environment for Relational Query Processing on GPUs.
Proceedings of the 12th Annual IEEE/ACM International Symposium on Code Generation and Optimization, 2014

2013
Relational algorithms for multi-bulk-synchronous processors.
Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2013

2012
Characterization and transformation of unstructured control flow in bulk synchronous GPU applications.
IJHPCA, 2012

Kernel Weaver: Automatically Fusing Database Primitives for Efficient GPU Computation.
Proceedings of the 45th Annual IEEE/ACM International Symposium on Microarchitecture, 2012

Simultaneous branch and warp interweaving for sustained GPU performance.
Proceedings of the 39th International Symposium on Computer Architecture (ISCA 2012), 2012

Optimizing Data Warehousing Applications for GPUs Using Kernel Fusion/Fission.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Dynamic compilation of data-parallel kernels for vector processors.
Proceedings of the 10th Annual IEEE/ACM International Symposium on Code Generation and Optimization, 2012

2011
Harmony: an execution model for heterogeneous systems.
PhD thesis, 2011

SIMD re-convergence at thread frontiers.
Proceedings of the 44rd Annual IEEE/ACM International Symposium on Microarchitecture, 2011

A framework for dynamically instrumenting GPU compute applications within GPU Ocelot.
Proceedings of 4th Workshop on General Purpose Processing on Graphics Processing Units, 2011

2010
Speculative execution on multi-GPU systems.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Modeling GPU-CPU workloads and systems.
Proceedings of 3rd Workshop on General Purpose Processing on Graphics Processing Units, 2010

Ocelot: a dynamic optimization framework for bulk-synchronous applications in heterogeneous systems.
Proceedings of the 19th International Conference on Parallel Architecture and Compilation Techniques, 2010

2009
A characterization and analysis of PTX kernels.
Proceedings of the 2009 IEEE International Symposium on Workload Characterization, 2009

2008
Harmony: an execution model and runtime for heterogeneous many core systems.
Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008


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