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06/11/2023
GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model
Currently, the reduction in the parameter scale of large-scale pre-train...
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06/11/2023
Are Intermediate Layers and Labels Really Necessary? A General Language Model Distillation Method
The large scale of pre-trained language models poses a challenge for the...
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03/30/2023
Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous Driving
3D object detection is an essential perception task in autonomous drivin...
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10/17/2022
Automatic Analysis of Human Body Representations in Western Art
The way the human body is depicted in classical and modern paintings is ...
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08/10/2022
Aesthetic Visual Question Answering of Photographs
Aesthetic assessment of images can be categorized into two main forms: n...
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08/09/2022
Attribute Controllable Beautiful Caucasian Face Generation by Aesthetics Driven Reinforcement Learning
In recent years, image generation has made great strides in improving th...
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04/28/2022
Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low Dimensions
Knowledge graph embeddings (KGE) have been validated as powerful methods...
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01/08/2022
Coherence-Based Distributed Document Representation Learning for Scientific Documents
Distributed document representation is one of the basic problems in natu...
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05/01/2021
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets
Automated and accurate segmentations of left atrium (LA) and atrial scar...
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02/01/2021
Rescuing Deep Hashing from Dead Bits Problem
Deep hashing methods have shown great retrieval accuracy and efficiency ...
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12/19/2019
A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation
Paper-reviewer recommendation task is of significant academic importance...
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07/24/2019
Discriminative Consistent Domain Generation for Semi-supervised Learning
Deep learning based task systems normally rely on a large amount of manu...
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07/20/2019
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning
The quantification of the coronary artery stenosis is of significant cli...
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06/10/2017