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09/11/2023
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models
Personalized text-to-image generation has emerged as a powerful and soug...
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06/01/2023
Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model
With fewer feature dimensions, filter banks are often used in light-weig...
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12/20/2022
Goal-oriented Autonomous Driving
Modern autonomous driving system is characterized as modular tasks in se...
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12/12/2022
You Only Need a Good Embeddings Extractor to Fix Spurious Correlations
Spurious correlations in training data often lead to robustness issues s...
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06/25/2022
Enhanced Deep Animation Video Interpolation
Existing learning-based frame interpolation algorithms extract consecuti...
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04/30/2022
HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding
One essential task for autonomous driving is to encode the information o...
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02/06/2022
Perceptual Coding for Compressed Video Understanding: A New Framework and Benchmark
Most video understanding methods are learned on high-quality videos. How...
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10/19/2021
Aesthetic Photo Collage with Deep Reinforcement Learning
Photo collage aims to automatically arrange multiple photos on a given c...
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10/07/2021
Cloning one's voice using very limited data in the wild
With the increasing popularity of speech synthesis products, the industr...
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12/23/2020
StainNet: a fast and robust stain normalization network
Pathological images may have large variabilities in color intensities du...
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04/01/2020
A Survey on Conversational Recommender Systems
Recommender systems are software applications that help users to find it...
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03/07/2020
DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images
Change detection is a basic task of remote sensing image processing. The...
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02/27/2020
Blurry Video Frame Interpolation
Existing works reduce motion blur and up-convert frame rate through two ...
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06/15/2019
An End-to-End Block Autoencoder For Physical Layer Based On Neural Networks
Deep Learning has been widely applied in the area of image processing an...
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05/30/2018
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio
Adversarial machine learning research has recently demonstrated the feas...
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03/29/2018
Over-the-Air Computation in MIMO Multi-Access Channels: Beamforming and Channel Feedback
To support future IoT networks with dense sensor connectivity, a techniq...
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12/04/2017
