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08/16/2022
Context-Aware Streaming Perception in Dynamic Environments
Efficient vision works maximize accuracy under a latency budget. These w...
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01/03/2020
Towards Scalable Dataframe Systems
Dataframes are a popular and convenient abstraction to represent, struct...
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06/12/2019
Pay Attention to Convolution Filters: Towards Fast and Accurate Fine-Grained Transfer Learning
We propose an efficient transfer learning method for adapting ImageNet p...
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01/28/2019
The OoO VLIW JIT Compiler for GPU Inference
Current trends in Machine Learning (ML) inference on hardware accelerate...
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12/31/2018
Dynamic Space-Time Scheduling for GPU Inference
Serving deep neural networks in latency critical interactive settings of...
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12/05/2018