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06/02/2023
Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today
Recent investigations show that large language models (LLMs), specifical...
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11/10/2022
Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling
Document-level relation extraction (DocRE) aims to identify semantic lab...
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08/08/2022
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D and Video Salient Object Detection
Recently CNN-based RGB-D salient object detection (SOD) has obtained sig...
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04/09/2022
Searching for Efficient Neural Architectures for On-Device ML on Edge TPUs
On-device ML accelerators are becoming a standard in modern mobile syste...
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09/30/2021
Scalable Rule-Based Representation Learning for Interpretable Classification
Rule-based models, e.g., decision trees, are widely used in scenarios de...
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07/05/2021
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object Detection
RGB-D salient object detection (SOD) recently has attracted increasing r...
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12/19/2020
yNet: a multi-input convolutional network for ultra-fast simulation of field evolvement
The capability of multi-input field-to-field regression, i.e. mapping th...
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01/12/2020
Learning to drive via Apprenticeship Learning and Deep Reinforcement Learning
With the implementation of reinforcement learning (RL) algorithms, curre...
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12/10/2019
Transparent Classification with Multilayer Logical Perceptrons and Random Binarization
Models with transparent inner structure and high classification performa...
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11/05/2019
ColluEagle: Collusive review spammer detection using Markov random fields
Product reviews are extremely valuable for online shoppers in providing ...
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07/17/2018
Bridging the Accuracy Gap for 2-bit Quantized Neural Networks (QNN)
Deep learning algorithms achieve high classification accuracy at the exp...
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05/16/2018
PACT: Parameterized Clipping Activation for Quantized Neural Networks
Deep learning algorithms achieve high classification accuracy at the exp...
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09/30/2017
Enabling Quality Control for Entity Resolution: A Human and Machine Cooperation Framework
Even though many machine algorithms have been proposed for entity resolu...
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09/30/2017
