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06/02/2023
HD-DEMUCS: General Speech Restoration with Heterogeneous Decoders
This paper introduces an end-to-end neural speech restoration model, HD-...
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05/30/2023
Context-Preserving Two-Stage Video Domain Translation for Portrait Stylization
Portrait stylization, which translates a real human face image into an a...
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06/30/2022
Learning Audio-Text Agreement for Open-vocabulary Keyword Spotting
In this paper, we propose a novel end-to-end user-defined keyword spotti...
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04/29/2022
Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN
Transfer learning of StyleGAN has recently shown great potential to solv...
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02/24/2022
Phase Continuity: Learning Derivatives of Phase Spectrum for Speech Enhancement
Modern neural speech enhancement models usually include various forms of...
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02/07/2022
FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations
Various deepfake detectors have been proposed, but challenges still exis...
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01/19/2022
Global-Local Path Networks for Monocular Depth Estimation with Vertical CutDepth
Depth estimation from a single image is an important task that can be ap...
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12/09/2021
Progressive Seed Generation Auto-encoder for Unsupervised Point Cloud Learning
With the development of 3D scanning technologies, 3D vision tasks have b...
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11/19/2021
A Worker-Task Specialization Model for Crowdsourcing: Efficient Inference and Fundamental Limits
Crowdsourcing system has emerged as an effective platform to label data ...
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11/12/2021
Self-supervised GAN Detector
Although the recent advancement in generative models brings diverse adva...
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10/06/2021
MToFNet: Object Anti-Spoofing with Mobile Time-of-Flight Data
In online markets, sellers can maliciously recapture others' images on d...
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10/02/2021
FICGAN: Facial Identity Controllable GAN for De-identification
In this work, we present Facial Identity Controllable GAN (FICGAN) for n...
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04/23/2021
TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection
We present a new approach for oriented object detection, an anchor-free ...
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03/02/2021
LoBSTr: Real-time Lower-body Pose Prediction from Sparse Upper-body Tracking Signals
With the popularization of game and VR/AR devices, there is a growing ne...
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09/04/2020
TiVGAN: Text to Image to Video Generation with Step-by-Step Evolutionary Generator
Advances in technology have led to the development of methods that can c...
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07/18/2020
Sequencing seismograms: A panoptic view of scattering in the core-mantle boundary region
Scattering of seismic waves can reveal subsurface structures but usually...
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03/21/2020
Crowdsourced Labeling for Worker-Task Specialization Block Model
We consider crowdsourced labeling under a worker-task specialization blo...
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09/04/2018
Parity Crowdsourcing for Cooperative Labeling
Consider a database of k objects, e.g., a set of videos, where each obje...
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04/20/2018