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07/09/2023
On The Impact of Machine Learning Randomness on Group Fairness
Statistical measures for group fairness in machine learning reflect the ...
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12/28/2021
HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation
Quantization for Convolutional Neural Network (CNN) has shown significan...
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10/26/2021
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs
Performance of object detection models has been growing rapidly on two m...
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08/04/2021
Free Lunch for Co-Saliency Detection: Context Adjustment
We unveil a long-standing problem in the prevailing co-saliency detectio...
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02/27/2020
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT
Transformer-based models pre-trained on large-scale corpora achieve stat...
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02/05/2019
Abstractive Summarization of Spoken and Written Conversation
Nowadays, lots of information is available in form of dialogues. We prop...
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09/05/2018