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09/16/2023
Learning a Stable Dynamic System with a Lyapunov Energy Function for Demonstratives Using Neural Networks
Autonomous Dynamic System (DS)-based algorithms hold a pivotal and found...
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08/09/2023
A Hierarchical Destroy and Repair Approach for Solving Very Large-Scale Travelling Salesman Problem
For prohibitively large-scale Travelling Salesman Problems (TSPs), exist...
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07/12/2023
DiffuseGAE: Controllable and High-fidelity Image Manipulation from Disentangled Representation
Diffusion probabilistic models (DPMs) have shown remarkable results on v...
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06/27/2023
GenerTTS: Pronunciation Disentanglement for Timbre and Style Generalization in Cross-Lingual Text-to-Speech
Cross-lingual timbre and style generalizable text-to-speech (TTS) aims t...
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06/20/2023
Learning Variable Impedance Skills from Demonstrations with Passivity Guarantee
Robots are increasingly being deployed not only in workplaces but also i...
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05/04/2023
Noise-Resistant Multimodal Transformer for Emotion Recognition
Multimodal emotion recognition identifies human emotions from various da...
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03/02/2023
LiteG2P: A fast, light and high accuracy model for grapheme-to-phoneme conversion
As a key component of automated speech recognition (ASR) and the front-e...
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09/06/2022
Coexistence of Pulsed Radar and Communications: Interference Suppression and Multi-path Combining
The focus of this study is on the spectrum sharing between multiple-inpu...
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08/17/2022
Time flies by: Analyzing the Impact of Face Ageing on the Recognition Performance with Synthetic Data
The vast progress in synthetic image synthesis enables the generation of...
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08/11/2022
HERO: HiErarchical spatio-tempoRal reasOning with Contrastive Action Correspondence for End-to-End Video Object Grounding
Video Object Grounding (VOG) is the problem of associating spatial objec...
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06/03/2022
A Survey on Surrogate-assisted Efficient Neural Architecture Search
Neural architecture search (NAS) has become increasingly popular in the ...
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04/10/2022
Big Tech Companies Impact on Research at the Faculty of Information Technology and Electrical Engineering
Artificial intelligence is gaining momentum, ongoing pandemic is fuel to...
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03/15/2022
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding
Natural language spatial video grounding aims to detect the relevant obj...
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12/07/2021
Generation of Non-Deterministic Synthetic Face Datasets Guided by Identity Priors
Enabling highly secure applications (such as border crossing) with face ...
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11/20/2021
Learning Non-Stationary Time-Series with Dynamic Pattern Extractions
The era of information explosion had prompted the accumulation of a trem...
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09/17/2021
Expression Snippet Transformer for Robust Video-based Facial Expression Recognition
The recent success of Transformer has provided a new direction to variou...
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04/06/2021
On the Applicability of Synthetic Data for Face Recognition
Face verification has come into increasing focus in various applications...
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10/24/2020
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference
Keyphrase extraction (KE) aims to summarize a set of phrases that accura...
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09/20/2020
VirtualFlow: Decoupling Deep Learning Model Execution from Underlying Hardware
State-of-the-art deep learning systems tightly couple model execution wi...
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09/12/2020
From Federated Learning to Federated Neural Architecture Search: A Survey
Federated learning is a recently proposed distributed machine learning p...
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09/03/2020
MIPGAN – Generating Robust and High Quality Morph Attacks Using Identity Prior Driven GAN
Face morphing attacks target to circumvent Face Recognition Systems (FRS...
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08/26/2020
Scaling Distributed Deep Learning Workloads beyond the Memory Capacity with KARMA
The dedicated memory of hardware accelerators can be insufficient to sto...
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07/07/2020
Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? – Vulnerability and Detection
The primary objective of face morphing is to combine face images of diff...
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06/30/2020
When and where: estimating the date and location of introduction for exotic pests and pathogens
A fundamental question during the outbreak of a novel disease or invasio...
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04/11/2020
A Study of Single and Multi-device Synchronization Methods in Nvidia GPUs
GPUs are playing an increasingly important role in general-purpose compu...
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03/07/2020
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search
The performance of a deep neural network is heavily dependent on its arc...
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03/06/2020
Recovering compressed images for automatic crack segmentation using generative models
In a structural health monitoring (SHM) system that uses digital cameras...
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02/25/2019
Pretraining-Based Natural Language Generation for Text Summarization
In this paper, we propose a novel pretraining-based encoder-decoder fram...
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10/22/2018
Double-precision FPUs in High-Performance Computing: an Embarrassment of Riches?
Among the (uncontended) common wisdom in High-Performance Computing (HPC...
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10/20/2018
MinJoin: Efficient Edit Similarity Joins via Local Hash Minimums
In this paper we study edit similarity joins, in which we are given a se...
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02/22/2018
NetChain: Scale-Free Sub-RTT Coordination (Extended Version)
Coordination services are a fundamental building block of modern cloud s...
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02/13/2018
SLAQ: Quality-Driven Scheduling for Distributed Machine Learning
Training machine learning (ML) models with large datasets can incur sign...
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02/04/2018