b'Wei Xia'

research

∙ 09/15/2023

Towards Word-Level End-to-End Neural Speaker Diarization with Auxiliary Network

While standard speaker diarization attempts to answer the question "who ...

0 Yiling Huang, et al. ∙

research

∙ 09/09/2023

A Comprehensive Survey on Deep Learning Techniques in Educational Data Mining

Educational Data Mining (EDM) has emerged as a vital field of research, ...

0 Yuanguo Lin, et al. ∙

research

∙ 06/01/2023

DeSAM: Decoupling Segment Anything Model for Generalizable Medical Image Segmentation

Deep learning based automatic medical image segmentation models often su...

0 Yifan Gao, et al. ∙

research

∙ 05/12/2023

Rethinking k-means from manifold learning perspective

Although numerous clustering algorithms have been developed, many existi...

0 Quanxue Gao, et al. ∙

research

∙ 03/29/2023

Multi-View Clustering via Semi-non-negative Tensor Factorization

Multi-view clustering (MVC) based on non-negative matrix factorization (...

0 Jing Li, et al. ∙

research

∙ 09/27/2022

Towards Regression-Free Neural Networks for Diverse Compute Platforms

With the shift towards on-device deep learning, ensuring a consistent be...

0 Rahul Duggal, et al. ∙

research

∙ 08/04/2022

Data-driven Attention and Data-independent DCT based Global Context Modeling for Text-independent Speaker Recognition

Learning an effective speaker representation is crucial for achieving re...

0 Wei Xia, et al. ∙

research

∙ 03/31/2022

MeMOT: Multi-Object Tracking with Memory

We propose an online tracking algorithm that performs the object detecti...

6 Jiarui Cai, et al. ∙

research

∙ 03/31/2022

Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models

We propose a memory efficient method, named Stochastic Backpropagation (...

0 Feng Cheng, et al. ∙

research

∙ 10/26/2021

An Automatic Detection Method Of Cerebral Aneurysms In Time-Of-Flight Magnetic Resonance Angiography Images Based On Attention 3D U-Net

Background:Subarachnoid hemorrhage caused by ruptured cerebral aneurysm ...

0 Chen Geng, et al. ∙

research

∙ 10/15/2021

Self-supervised Contrastive Attributed Graph Clustering

Attributed graph clustering, which learns node representation from node ...

0 Wei Xia, et al. ∙

research

∙ 09/23/2021

Turn-to-Diarize: Online Speaker Diarization Constrained by Transformer Transducer Speaker Turn Detection

In this paper, we present a novel speaker diarization system for streami...

0 Wei Xia, et al. ∙

research

∙ 09/23/2021

Scenario Aware Speech Recognition: Advancements for Apollo Fearless Steps CHiME-4 Corpora

In this study, we propose to investigate triplet loss for the purpose of...

0 Szu-Jui Chen, et al. ∙

research

∙ 08/15/2021

Effective and Efficient Graph Learning for Multi-view Clustering

Despite the impressive clustering performance and efficiency in characte...

0 Quanxue Gao, et al. ∙

research

∙ 07/07/2021

Long Short-Term Transformer for Online Action Detection

In this paper, we present Long Short-term TRansformer (LSTR), a new temp...

18 Mingze Xu, et al. ∙

research

∙ 07/06/2021

Semi-TCL: Semi-Supervised Track Contrastive Representation Learning

Online tracking of multiple objects in videos requires strong capacity o...

0 Wei Li, et al. ∙

research

∙ 07/03/2021

Learning Hierarchical Graph Neural Networks for Image Clustering

We propose a hierarchical graph neural network (GNN) model that learns h...

5 Yifan Xing, et al. ∙

research

∙ 06/08/2021

Harnessing Unrecognizable Faces for Face Recognition

The common implementation of face recognition systems as a cascade of a ...

1 Siqi Deng, et al. ∙

research

∙ 05/13/2021

Compatibility-aware Heterogeneous Visual Search

We tackle the problem of visual search under resource constraints. Exist...

11 Rahul Duggal, et al. ∙

research

∙ 02/25/2021

CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results

As facial interaction systems are prevalently deployed, security and rel...

0 Yuanhan Zhang, et al. ∙

research

∙ 02/18/2021

DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results

This paper reports methods and results in the DeeperForensics Challenge ...

12 Liming Jiang, et al. ∙

research

∙ 12/16/2020

Learning to Recognize Patch-Wise Consistency for Deepfake Detection

We propose to detect Deepfake generated by face manipulation based on on...

3 Tianchen Zhao, et al. ∙

research

∙ 12/13/2020

Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning

In this study, we investigate self-supervised representation learning fo...

0 Wei Xia, et al. ∙

research

∙ 12/12/2020

DEAAN: Disentangled Embedding and Adversarial Adaptation Network for Robust Speaker Representation Learning

Despite speaker verification has achieved significant performance improv...

0 Mufan Sang, et al. ∙

research

∙ 11/18/2020

Positive-Congruent Training: Towards Regression-Free Model Updates

Reducing inconsistencies in the behavior of different versions of an AI ...

10 Sijie Yan, et al. ∙

research

∙ 10/30/2020

SMOT: Single-Shot Multi Object Tracking

We present single-shot multi-object tracker (SMOT), a new tracking frame...

0 Wei Li, et al. ∙

research

∙ 10/21/2020

GFL: A Decentralized Federated Learning Framework Based On Blockchain

Due to people's emerging concern about data privacy, federated learning(...

0 Yifan Hu, et al. ∙

research

∙ 10/03/2020

3D-Aided Data Augmentation for Robust Face Understanding

Data augmentation has been highly effective in narrowing the data gap an...

0 Yifan Xing, et al. ∙

research

∙ 09/21/2020

Open-set Short Utterance Forensic Speaker Verification using Teacher-Student Network with Explicit Inductive Bias

In forensic applications, it is very common that only small naturalistic...

0 Mufan Sang, et al. ∙

research

∙ 09/05/2020

Cross-domain Adaptation with Discrepancy Minimization for Text-independent Forensic Speaker Verification

Forensic audio analysis for speaker verification offers unique challenge...

0 Zhenyu Wang, et al. ∙

research

∙ 09/02/2020

Speaker Representation Learning using Global Context Guided Channel and Time-Frequency Transformations

In this study, we propose the global context guided channel and time-fre...

0 Wei Xia, et al. ∙

research

∙ 08/05/2020

6VecLM: Language Modeling in Vector Space for IPv6 Target Generation

Fast IPv6 scanning is challenging in the field of network measurement as...

0 Tianyu Cui, et al. ∙

research

∙ 07/17/2020

SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation using Optimally Smoothed Spectral Mapping

The reliability of using fully convolutional networks (FCNs) has been su...

0 Vinay Kothapally, et al. ∙

research

∙ 07/13/2020

Towards causal benchmarking of bias in face analysis algorithms

Measuring algorithmic bias is crucial both to assess algorithmic fairnes...

0 Guha Balakrishnan, et al. ∙

research

∙ 06/11/2020

On Improving Temporal Consistency for Online Face Liveness Detection

In this paper, we focus on improving the online face liveness detection ...

0 Xiang Xu, et al. ∙

research

∙ 05/22/2020

Updating Weight Values for Function Point Counting

While software development productivity has grown rapidly, the weight va...

0 Wei Xia, et al. ∙

research

∙ 03/26/2020

Towards Backward-Compatible Representation Learning

We propose a way to learn visual features that are compatible with previ...

4 Yantao Shen, et al. ∙

research

∙ 08/05/2019

Cross-lingual Text-independent Speaker Verification using Unsupervised Adversarial Discriminative Domain Adaptation

Speaker verification systems often degrade significantly when there is a...

0 Wei Xia, et al. ∙

research

∙ 08/04/2019

Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation

In this study, we introduce a convolutional time-frequency-channel "Sque...

0 Wei Xia, et al. ∙

research

∙ 07/24/2019

Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation

Despite much research progress in image semantic segmentation, it remain...

6 Chenglong Li, et al. ∙

research

∙ 06/17/2019

Analyses of Multi-collection Corpora via Compound Topic Modeling

As electronically stored data grow in daily life, obtaining novel and re...

0 Clint P. George, et al. ∙

research

∙ 02/19/2019

WIDER Face and Pedestrian Challenge 2018: Methods and Results

This paper presents a review of the 2018 WIDER Challenge on Face and Ped...

6 Chen Change Loy, et al. ∙

research

∙ 05/10/2018

Learning Robust Search Strategies Using a Bandit-Based Approach

Effective solving of constraint problems often requires choosing good or...

0 Wei Xia, et al. ∙

research

∙ 05/06/2018

Correlation Heuristics for Constraint Programming

Effective general-purpose search strategies are an important component i...

0 Ruiwei Wang, et al. ∙

research

∙ 06/22/2014

CNN: Single-label to Multi-label

Convolutional Neural Network (CNN) has demonstrated promising performanc...

0 Yunchao Wei, et al. ∙

Wei Xia

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