b'Shan Liu'

Video-based Point Cloud Compression Artifact Removal

Photo-realistic point cloud capture and transmission are the fundamental...
07/29/2021 ∙ by Anique Akhtar, et al. ∙ 0 ∙ share

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Efficient Micro-Structured Weight Unification and Pruning for Neural Network Compression

Compressing Deep Neural Network (DNN) models to alleviate the storage an...
06/15/2021 ∙ by Sheng Lin, et al. ∙ 0 ∙ share

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Substitutional Neural Image Compression

We describe Substitutional Neural Image Compression (SNIC), a general ap...
05/16/2021 ∙ by Xiao Wang, et al. ∙ 0 ∙ share

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R-PointHop: A Green, Accurate and Unsupervised Point Cloud Registration Method

Inspired by the recent PointHop classification method, an unsupervised 3...
03/15/2021 ∙ by Pranav Kadam, et al. ∙ 4 ∙ share

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An Optimized H.266/VVC Software Decoder On Mobile Platform

As the successor of H.265/HEVC, the new versatile video coding standard ...
03/05/2021 ∙ by Yiming Li, et al. ∙ 0 ∙ share

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Study On Coding Tools Beyond Av1

The Alliance for Open Media has recently initiated coding tool explorati...
12/25/2020 ∙ by Xin Zhao, et al. ∙ 0 ∙ share

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SSD-GAN: Measuring the Realness in the Spatial and Spectral Domains

This paper observes that there is an issue of high frequencies missing i...
12/10/2020 ∙ by Yuanqi Chen, et al. ∙ 8 ∙ share

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Fast and Robust Bin-picking System for Densely Piled Industrial Objects

Objects grasping, also known as the bin-picking, is one of the most comm...
12/01/2020 ∙ by Jiaxin Guo, et al. ∙ 0 ∙ share

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Overview of Screen Content Coding in Recently Developed Video Coding Standards

In recent years, screen content (SC) video including computer generated ...
11/28/2020 ∙ by Xiaozhong Xu, et al. ∙ 0 ∙ share

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FeatherTTS: Robust and Efficient attention based Neural TTS

Attention based neural TTS is elegant speech synthesis pipeline and has ...
11/02/2020 ∙ by Qiao Tian, et al. ∙ 0 ∙ share

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Unsupervised Point Cloud Registration via Salient Points Analysis (SPA)

An unsupervised point cloud registration method, called salient points a...
09/02/2020 ∙ by Pranav Kadam, et al. ∙ 0 ∙ share

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Unsupervised Feedforward Feature (UFF) Learning for Point Cloud Classification and Segmentation

In contrast to supervised backpropagation-based feature learning in deep...
09/02/2020 ∙ by Min Zhang, et al. ∙ 0 ∙ share

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Deep Spatial Transformation for Pose-Guided Person Image Generation and Animation

Pose-guided person image generation and animation aim to transform a sou...
08/27/2020 ∙ by Yurui Ren, et al. ∙ 35 ∙ share

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Toward Zero-Shot Unsupervised Image-to-Image Translation

Recent studies have shown remarkable success in unsupervised image-to-im...
07/28/2020 ∙ by Yuanqi Chen, et al. ∙ 0 ∙ share

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Learning Model-Blind Temporal Denoisers without Ground Truths

Denoisers trained with synthetic data often fail to cope with the divers...
07/07/2020 ∙ by Bichuan Guo, et al. ∙ 1 ∙ share

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AdaDurIAN: Few-shot Adaptation for Neural Text-to-Speech with DurIAN

This paper investigates how to leverage a DurIAN-based average model to ...
05/12/2020 ∙ by Zewang Zhang, et al. ∙ 0 ∙ share

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FeatherWave: An efficient high-fidelity neural vocoder with multi-band linear prediction

In this paper, we propose the FeatherWave, yet another variant of WaveRN...
05/12/2020 ∙ by Qiao Tian, et al. ∙ 0 ∙ share

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PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification

The PointHop method was recently proposed by Zhang et al. for 3D point c...
02/09/2020 ∙ by Min Zhang, et al. ∙ 0 ∙ share

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RoIMix: Proposal-Fusion among Multiple Images for Underwater Object Detection

Generic object detection algorithms have proven their excellent performa...
11/08/2019 ∙ by Wei-Hong Lin, et al. ∙ 0 ∙ share

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Video-based compression for plenoptic point clouds

The plenoptic point cloud that has multiple colors from various directio...
11/04/2019 ∙ by Li Li, et al. ∙ 0 ∙ share

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C3DVQA: Full-Reference Video Quality Assessment with 3D Convolutional Neural Network

Traditional video quality assessment (VQA) methods evaluate localized pi...
10/30/2019 ∙ by Munan Xu, et al. ∙ 0 ∙ share

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Multi-mapping Image-to-Image Translation via Learning Disentanglement

Recent advances of image-to-image translation focus on learning the one-...
09/17/2019 ∙ by Xiaoming Yu, et al. ∙ 23 ∙ share

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StructureFlow: Image Inpainting via Structure-aware Appearance Flow

Image inpainting techniques have shown significant improvements by using...
08/11/2019 ∙ by Yurui Ren, et al. ∙ 5 ∙ share

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PointHop: An Explainable Machine Learning Method for Point Cloud Classification

An explainable machine learning method for point cloud classification, c...
07/30/2019 ∙ by Min Zhang, et al. ∙ 12 ∙ share

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Deep AutoEncoder-based Lossy Geometry Compression for Point Clouds

Point cloud is a fundamental 3D representation which is widely used in r...
04/18/2019 ∙ by Wei Yan, et al. ∙ 0 ∙ share

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Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection

Video anomaly detection under weak labels is formulated as a typical mul...
03/18/2019 ∙ by Jia-Xing Zhong, et al. ∙ 0 ∙ share

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Occupancy-map-based rate distortion optimization for video-based point cloud compression

The state-of-the-art video-based point cloud compression scheme projects...
02/11/2019 ∙ by Li Li, et al. ∙ 0 ∙ share

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Generative Adversarial Network based Speaker Adaptation for High Fidelity WaveNet Vocoder

Neural networks based vocoders, typically the WaveNet, have achieved spe...
12/06/2018 ∙ by Qiao Tian, et al. ∙ 0 ∙ share

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BLP - Boundary Likelihood Pinpointing Networks for Accurate Temporal Action Localization

Despite tremendous progress achieved in temporal action detection, state...
11/06/2018 ∙ by Weijie Kong, et al. ∙ 0 ∙ share

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Shan Liu

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