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08/01/2023
Deep Reinforcement Learning-Based Battery Conditioning Hierarchical V2G Coordination for Multi-Stakeholder Benefits
With the growing prevalence of electric vehicles (EVs) and advancements ...
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07/21/2023
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography
Osteoporosis is a prevalent bone disease that causes fractures in fragil...
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06/05/2023
Scene as Occupancy
Human driver can easily describe the complex traffic scene by visual sys...
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05/31/2023
MSKdeX: Musculoskeletal (MSK) decomposition from an X-ray image for fine-grained estimation of lean muscle mass and muscle volume
Musculoskeletal diseases such as sarcopenia and osteoporosis are major o...
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05/24/2023
Reasoning with Language Model is Planning with World Model
Large language models (LLMs) have shown remarkable reasoning capabilitie...
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05/23/2023
Why semantics matters: A deep study on semantic particle-filtering localization in a LiDAR semantic pole-map
In most urban and suburban areas, pole-like structures such as tree trun...
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05/18/2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models
While large language models (LMs) have shown remarkable capabilities acr...
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12/01/2022
Learning Combinatorial Structures via Markov Random Fields with Sampling through Lovász Local Lemma
Generative models for learning combinatorial structures have transformat...
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10/15/2022
Revisiting the Roles of "Text" in Text Games
Text games present opportunities for natural language understanding (NLU...
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07/07/2022
Finding Fallen Objects Via Asynchronous Audio-Visual Integration
The way an object looks and sounds provide complementary reflections of ...
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07/07/2022
BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning
We propose a method for estimating the bone mineral density (BMD) from a...
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06/24/2022
MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation
Range-view based LiDAR segmentation methods are attractive for practical...
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06/21/2022
Large region targets observation scheduling by multiple satellites using resampling particle swarm optimization
The last decades have witnessed a rapid increase of Earth observation sa...
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03/02/2022
Learning Moving-Object Tracking with FMCW LiDAR
In this paper, we propose a learning-based moving-object tracking method...
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11/27/2020
Association: Remind Your GAN not to Forget
Neural networks are susceptible to catastrophic forgetting. They fail to...
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11/11/2020
Generative and Discriminative Learning for Distorted Image Restoration
Liquify is a common technique for image editing, which can be used for i...
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05/27/2020
VarFA: A Variational Factor Analysis Framework For Efficient Bayesian Learning Analytics
We propose VarFA, a variational inference factor analysis framework that...
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03/14/2020
Simulated annealing based heuristic for multiple agile satellites scheduling under cloud coverage uncertainty
Agile satellites are the new generation of Earth observation satellites ...
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03/02/2017
A novel image tag completion method based on convolutional neural network
In the problems of image retrieval and annotation, complete textual tag ...
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06/23/2016
Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks
Calcium imaging is an important technique for monitoring the activity of...
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04/22/2016