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08/04/2023
M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition
Recently, vision Transformers (ViTs) have been actively applied to fine-...
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07/14/2023
Single-cell RNA-seq data imputation using Feature Propagation
While single-cell RNA sequencing provides an understanding of the transc...
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05/30/2023
Task-Equivariant Graph Few-shot Learning
Although Graph Neural Networks (GNNs) have been successful in node class...
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04/29/2023
Conditional Graph Information Bottleneck for Molecular Relational Learning
Molecular relational learning, whose goal is to learn the interaction be...
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11/28/2022
Heterogeneous Graph Learning for Multi-modal Medical Data Analysis
Routine clinical visits of a patient produce not only image data, but al...
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09/29/2022
Teaching Where to Look: Attention Similarity Knowledge Distillation for Low Resolution Face Recognition
Deep learning has achieved outstanding performance for face recognition ...
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08/21/2022
Relational Self-Supervised Learning on Graphs
Over the past few years, graph representation learning (GRL) has been a ...
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04/04/2022
GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment
Despite the success of Graph Neural Networks (GNNs) on various applicati...
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12/05/2021
Augmentation-Free Self-Supervised Learning on Graphs
Inspired by the recent success of self-supervised methods applied on ima...
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03/22/2021
Autonomous Flight through Cluttered Outdoor Environments Using a Memoryless Planner
This paper introduces a collision avoidance system for navigating a mult...
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08/22/2020
Multiple Classification with Split Learning
Privacy issues were raised in the process of training deep learning in m...
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08/04/2020
Development and Analysis of Digging and Soil Removing Mechanisms for Mole-Bot: Bio-Inspired Mole-Like Drilling Robot
Interests in exploration of new energy resources are increasing due to t...
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03/02/2020