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08/27/2023
Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene Investigation
Bloodstain pattern analysis plays a crucial role in crime scene investig...
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02/08/2023
Noise2Music: Text-conditioned Music Generation with Diffusion Models
We introduce Noise2Music, where a series of diffusion models is trained ...
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06/15/2021
Scene Transformer: A unified multi-task model for behavior prediction and planning
Predicting the future motion of multiple agents is necessary for plannin...
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09/27/2020
RRA-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels
Segmentation algorithms of medical image volumes are widely studied for ...
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05/16/2020
Conformer: Convolution-augmented Transformer for Speech Recognition
Recently Transformer and Convolution neural network (CNN) based models h...
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05/07/2020
ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context
Convolutional neural networks (CNN) have shown promising results for end...
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05/04/2020
Streaming Object Detection for 3-D Point Clouds
Autonomous vehicles operate in a dynamic environment, where the speed wi...
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02/11/2020
A Novel and Efficient Tumor Detection Framework for Pancreatic Cancer via CT Images
As Deep Convolutional Neural Networks (DCNNs) have shown robust performa...
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05/06/2019
FSMI: Fast computation of Shannon Mutual Information for information-theoretic mapping
Exploration tasks are embedded in many robotics applications, such as se...
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09/15/2018
Navion: A 2mW Fully Integrated Real-Time Visual-Inertial Odometry Accelerator for Autonomous Navigation of Nano Drones
This paper presents Navion, an energy-efficient accelerator for visual-i...
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12/22/2016
Hardware for Machine Learning: Challenges and Opportunities
Machine learning plays a critical role in extracting meaningful informat...
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07/27/2016
A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps
This paper presents a programmable, energy-efficient and real-time objec...
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03/29/2016
FAST: A Framework to Accelerate Super-Resolution Processing on Compressed Videos
State-of-the-art super-resolution (SR) algorithms require significant co...
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12/26/2014
Sparkle Vision: Seeing the World through Random Specular Microfacets
In this paper, we study the problem of reproducing the world lighting fr...
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12/15/2010