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09/20/2023
Orbital AI-based Autonomous Refuelling Solution
Cameras are rapidly becoming the choice for on-board sensors towards spa...
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07/27/2023
FS-Depth: Focal-and-Scale Depth Estimation from a Single Image in Unseen Indoor Scene
It has long been an ill-posed problem to predict absolute depth maps fro...
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06/26/2023
Progressive Energy-Based Cooperative Learning for Multi-Domain Image-to-Image Translation
This paper studies a novel energy-based cooperative learning framework f...
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06/09/2023
Illumination Controllable Dehazing Network based on Unsupervised Retinex Embedding
On the one hand, the dehazing task is an illposedness problem, which mea...
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06/07/2023
4D Millimeter-Wave Radar in Autonomous Driving: A Survey
The 4D millimeter-wave (mmWave) radar, capable of measuring the range, a...
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04/08/2023
A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching
An efficient team is essential for the company to successfully complete ...
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03/21/2023
Oral-NeXF: 3D Oral Reconstruction with Neural X-ray Field from Panoramic Imaging
3D reconstruction of medical images from 2D images has increasingly beco...
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03/06/2023
FoundationTTS: Text-to-Speech for ASR Customization with Generative Language Model
Neural text-to-speech (TTS) generally consists of cascaded architecture ...
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01/05/2023
Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers
We introduce a language modeling approach for text to speech synthesis (...
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11/16/2022
AlignVE: Visual Entailment Recognition Based on Alignment Relations
Visual entailment (VE) is to recognize whether the semantics of a hypoth...
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10/31/2022
Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation
Direct speech-to-speech translation (S2ST) is an attractive research top...
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07/14/2022
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images
Detectingandsegmentingobjectswithinwholeslideimagesis essential in compu...
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07/11/2022
DelightfulTTS 2: End-to-End Speech Synthesis with Adversarial Vector-Quantized Auto-Encoders
Current text to speech (TTS) systems usually leverage a cascaded acousti...
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07/05/2022
ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification
Whole slide image (WSI) classification often relies on deep weakly super...
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06/25/2022
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis
Expressive speech synthesis, like audiobook synthesis, is still challeng...
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05/30/2022
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis
Binaural audio plays a significant role in constructing immersive augmen...
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05/09/2022
NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality
Text to speech (TTS) has made rapid progress in both academia and indust...
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04/01/2022
AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios
Adaptive text to speech (TTS) can synthesize new voices in zero-shot sce...
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02/08/2022
InferGrad: Improving Diffusion Models for Vocoder by Considering Inference in Training
Denoising diffusion probabilistic models (diffusion models for short) re...
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01/20/2022
Cross-Lingual Text-to-Speech Using Multi-Task Learning and Speaker Classifier Joint Training
In cross-lingual speech synthesis, the speech in various languages can b...
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10/28/2021
LF-YOLO: A Lighter and Faster YOLO for Weld Defect Detection of X-ray Image
X-ray image plays an important role in manufacturing for quality assuran...
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10/19/2021
Neural Lexicon Reader: Reduce Pronunciation Errors in End-to-end TTS by Leveraging External Textual Knowledge
End-to-end TTS suffers from high data requirements as it is difficult fo...
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10/03/2021
Heterogeneous Dual-Core Overlay Processor for Light-Weight CNNs
Light-weight convolutional neural networks (CNNs) have small complexity ...
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08/30/2021
X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph
3D teeth reconstruction from X-ray is important for dental diagnosis and...
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07/27/2021
Cross-speaker Style Transfer with Prosody Bottleneck in Neural Speech Synthesis
Cross-speaker style transfer is crucial to the applications of multi-sty...
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07/21/2021
TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation
Deep learning models are notoriously data-hungry. Thus, there is an urgi...
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07/14/2021
Diff-Net: Image Feature Difference based High-Definition Map Change Detection
Up-to-date High-Definition (HD) maps are essential for self-driving cars...
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06/08/2021
Speech BERT Embedding For Improving Prosody in Neural TTS
This paper presents a speech BERT model to extract embedded prosody info...
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04/27/2021
On Addressing Practical Challenges for RNN-Transducer
In this paper, several works are proposed to address practical challenge...
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04/13/2021
NPE: An FPGA-based Overlay Processor for Natural Language Processing
In recent years, transformer-based models have shown state-of-the-art re...
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04/08/2021
Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation
Machine Speech Chain, which integrates both end-to-end (E2E) automatic s...
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03/05/2021
Multilingual Byte2Speech Text-To-Speech Models Are Few-shot Spoken Language Learners
We present a multilingual end-to-end Text-To-Speech framework that maps ...
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02/02/2021
Atlas-aware ConvNetfor Accurate yet Robust Anatomical Segmentation
Convolutional networks (ConvNets) have achieved promising accuracy for v...
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01/19/2021
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images
Depth estimation and semantic segmentation play essential roles in scene...
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12/31/2020
OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray
Patient's understanding on forthcoming dental surgeries is required by p...
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12/23/2020
Exploring Instance-Level Uncertainty for Medical Detection
The ability of deep learning to predict with uncertainty is recognized a...
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11/17/2020
s-Transformer: Segment-Transformer for Robust Neural Speech Synthesis
Neural end-to-end text-to-speech (TTS) , which adopts either a recurrent...
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09/30/2020
Explainable Deep Reinforcement Learning for UAV Autonomous Navigation
Modern deep reinforcement learning plays an important role to solve a wi...
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08/06/2020
Deep Reinforcement Learning based Local Planner for UAV Obstacle Avoidance using Demonstration Data
In this paper, a deep reinforcement learning (DRL) method is proposed to...
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07/30/2020
Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability
Because of its streaming nature, recurrent neural network transducer (RN...
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06/13/2020
Accurate Anchor Free Tracking
Visual object tracking is an important application of computer vision. R...
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05/21/2020
Conversational End-to-End TTS for Voice Agent
End-to-end neural TTS has achieved superior performance on reading style...
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03/18/2020
Oral-3D: Reconstructing the 3D Bone Structure of Oral Cavity from 2D Panoramic X-ray
Panoramic X-ray and Cone Beam Computed Tomography (CBCT) are two of the ...
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02/19/2020
T-Net: A Template-Supervised Network for Task-specific Feature Extraction in Biomedical Image Analysis
Existing deep learning methods depend on an encoder-decoder structure to...
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01/16/2020
OralCam: Enabling Self-Examination and Awareness of Oral Health Using a Smartphone Camera
Due to a lack of medical resources or oral health awareness, oral diseas...
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01/16/2020
OralCam: Enabling Self-Examination and Awareness ofOral Health Using a Smartphone Camera
Due to a lack of medical resources or oral health awareness, oral diseas...
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01/07/2020
Effective scaling of blockchain beyond consensus innovations and Moore's law
As an emerging technology, blockchain has achieved great success in nume...
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10/10/2019
CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion
Label propagation is a popular technique for anatomical segmentation. In...
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10/04/2019
Order Acceptance and Scheduling with Sequence-dependent Setup Times: a New Memetic Algorithm and Benchmark of the State of the Art
The Order Acceptance and Scheduling (OAS) problem describes a class of r...
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08/31/2019