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08/20/2023
From Global to Local: Multi-scale Out-of-distribution Detection
Out-of-distribution (OOD) detection aims to detect "unknown" data whose ...
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08/19/2023
DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization
Stable Diffusion (SD) customization approaches enable users to personali...
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06/12/2023
On the Temporal-spatial Analysis of Estimating Urban Traffic Patterns Via GPS Trace Data of Car-hailing Vehicles
Car-hailing services have become a prominent data source for urban traff...
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05/23/2023
SE-Bridge: Speech Enhancement with Consistent Brownian Bridge
We propose SE-Bridge, a novel method for speech enhancement (SE). After ...
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02/16/2023
Fashion Image Retrieval with Multi-Granular Alignment
Fashion image retrieval task aims to search relevant clothing items of a...
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11/16/2022
T-SEA: Transfer-based Self-Ensemble Attack on Object Detection
Compared to query-based black-box attacks, transfer-based black-box atta...
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11/01/2022
Speech-text based multi-modal training with bidirectional attention for improved speech recognition
To let the state-of-the-art end-to-end ASR model enjoy data efficiency, ...
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10/30/2022
SRTNet: Time Domain Speech Enhancement Via Stochastic Refinement
Diffusion model, as a new generative model which is very popular in imag...
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10/16/2022
A Policy-based Approach to the SpecAugment Method for Low Resource E2E ASR
SpecAugment is a very effective data augmentation method for both HMM an...
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09/09/2022
Analysis of the Power Imbalance in Power-Domain NOMA on Correlated Rayleigh Fading Channels
This paper analyzes the power imbalance issue in power-domain NOMA (PD-N...
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07/09/2022
Intermediate-layer output Regularization for Attention-based Speech Recognition with Shared Decoder
Intermediate layer output (ILO) regularization by means of multitask tra...
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07/09/2022
Internal Language Model Estimation based Language Model Fusion for Cross-Domain Code-Switching Speech Recognition
Internal Language Model Estimation (ILME) based language model (LM) fusi...
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07/03/2022
A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition
Speech emotion recognition (SER) is an essential part of human-computer ...
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06/21/2022
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection
Sound event detection (SED) is an interesting but challenging task due t...
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05/24/2022
Arbitrarily high-order energy-preserving schemes for the Zakharov-Rubenchik equation
In this paper, we present a high-order energy-preserving scheme for solv...
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05/06/2022
An Analysis of the Power Imbalance on the Uplink of Power-Domain NOMA
This paper analyzes the power imbalance factor on the uplink of a 2-user...
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04/08/2022
Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition
Low resource speech recognition has been long-suffering from insufficien...
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04/06/2022
Fine-Grained Predicates Learning for Scene Graph Generation
The performance of current Scene Graph Generation models is severely ham...
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04/02/2022
Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition
In Uyghur speech, consonant and vowel reduction are often encountered, e...
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12/13/2021
PM-MMUT: Boosted Phone-mask Data Augmentation using Multi-modeing Unit Training for Robust Uyghur E2E Speech Recognition
Consonant and vowel reduction are often encountered in Uyghur speech, wh...
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10/27/2021
Feature selection revisited in the single-cell era
Feature selection techniques are essential for high-dimensional data ana...
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10/20/2021
Part-X: A Family of Stochastic Algorithms for Search-Based Test Generation with Probabilistic Guarantees
Requirements driven search-based testing (also known as falsification) h...
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09/21/2021
3D Point Cloud Completion with Geometric-Aware Adversarial Augmentation
With the popularity of 3D sensors in self-driving and other robotics app...
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06/22/2021
G-VAE, a Geometric Convolutional VAE for ProteinStructure Generation
Analyzing the structure of proteins is a key part of understanding their...
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06/22/2021
Residual Networks as Flows of Velocity Fields for Diffeomorphic Time Series Alignment
Non-linear (large) time warping is a challenging source of nuisance in t...
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05/23/2021
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes
Malicious application of deepfakes (i.e., technologies can generate targ...
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03/23/2021
RPATTACK: Refined Patch Attack on General Object Detectors
Nowadays, general object detectors like YOLO and Faster R-CNN as well as...
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02/23/2021
Man-in-The-Middle Attacks and Defense in a Power System Cyber-Physical Testbed
Man-in-The-Middle (MiTM) attacks present numerous threats to a smart gri...
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01/18/2021
Multi-Source Data Fusion for Cyberattack Detection in Power Systems
Cyberattacks can cause a severe impact on power systems unless detected ...
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10/23/2020
Enriching Under-Represented Named-Entities To Improve Speech Recognition Performance
Automatic speech recognition (ASR) for under-represented named-entity (U...
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10/22/2020
The NTU-AISG Text-to-speech System for Blizzard Challenge 2020
We report our NTU-AISG Text-to-speech (TTS) entry systems for the Blizza...
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10/22/2020
A multilingual approach to joint Speech and Accent Recognition with DNN-HMM framework
Human can perform multi-task recognition from speech. For instance, huma...
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10/10/2020
RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion
Many graph embedding approaches have been proposed for knowledge graph c...
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08/06/2020
Gathering GitHub OSS Requirements from Q A Community: an Empirical Study
Cross-community collaboration can exploit the expertise and knowledges o...
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05/19/2020
Improving Accent Conversion with Reference Encoder and End-To-End Text-To-Speech
Accent conversion (AC) transforms a non-native speaker's accent into a n...
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05/18/2020
Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems
In this paper, we present a series of complementary approaches to improv...
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04/30/2020
A Multi-scale Optimization Learning Framework for Diffeomorphic Deformable Registration
Conventional deformable registration methods aim at solving a specifical...
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12/03/2019
Event Ticket Price Prediction with Deep Neural Network on Spatial-Temporal Sparse Data
Event ticket price prediction is important to marketing strategy for any...
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07/01/2019
Induced subgraphs of hypercubes and a proof of the Sensitivity Conjecture
In this paper, we show that every (2^n-1+1)-vertex induced subgraph of t...
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12/13/2018
Dynamic Graph Modules for Modeling Higher-Order Interactions in Activity Recognition
Video action recognition, as a critical problem towards video understand...
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11/30/2018
Constructing Trivariate B-splines with Positive Jacobian by Pillow Operation and Geometric Iterative Fitting
The advent of isogeometric analysis has prompted a need for methods to g...
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11/06/2017