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05/17/2023
Echoes of Biases: How Stigmatizing Language Affects AI Performance
Electronic health records (EHRs) serve as an essential data source for t...
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03/08/2023
RAF: Holistic Compilation for Deep Learning Model Training
As deep learning is pervasive in modern applications, many deep learning...
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10/18/2022
Hidet: Task-Mapping Programming Paradigm for Deep Learning Tensor Programs
As deep learning models nowadays are widely adopted by both cloud servic...
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11/11/2021
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach
Internet users have been exposing an increasing amount of Personally Ide...
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02/27/2020
Optimizing Memory-Access Patterns for Deep Learning Accelerators
Deep learning (DL) workloads are moving towards accelerators for faster ...
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07/03/2019
A Unified Optimization Approach for CNN Model Inference on Integrated GPUs
Modern deep learning applications urge to push the model inference takin...
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01/11/2019
Analyzing Periodicity and Saliency for Adult Video Detection
Content-based adult video detection plays an important role in preventin...
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09/07/2018