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05/10/2023
Quantization Aware Attack: Enhancing the Transferability of Adversarial Attacks across Target Models with Different Quantization Bitwidths
Quantized Neural Networks (QNNs) receive increasing attention in resourc...
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02/18/2023
A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
The Pretrained Foundation Models (PFMs) are regarded as the foundation f...
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08/27/2022
Apiary: A DBMS-Backed Transactional Function-as-a-Service Framework
Developers are increasingly using function-as-a-service (FaaS) platforms...
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11/21/2021
DuDoTrans: Dual-Domain Transformer Provides More Attention for Sinogram Restoration in Sparse-View CT Reconstruction
While Computed Tomography (CT) reconstruction from X-ray sinograms is ne...
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09/24/2021
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: a Semantic Evidence View
Knowledge Graph Embedding (KGE) aims to learn representations for entiti...
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07/05/2021
Deep Learning Schema-based Event Extraction: Literature Review and Current Trends
Schema-based event extraction is a critical technique to apprehend the e...
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05/31/2021
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography
Spine-related diseases have high morbidity and cause a huge burden of so...
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05/03/2021
Prototype-based Counterfactual Explanation for Causal Classification
Counterfactual explanation is one branch of interpretable machine learni...
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04/19/2021
Few-shot Continual Learning: a Brain-inspired Approach
It is an important yet challenging setting to continually learn new task...
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09/28/2020
Video Face Recognition System: RetinaFace-mnet-faster and Secondary Search
Face recognition is widely used in the scene. However, different visual ...
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08/02/2020
