b'Tao Liu'

research

∙ 08/24/2023

WavMark: Watermarking for Audio Generation

Recent breakthroughs in zero-shot voice synthesis have enabled imitating...

0 Guangyu Chen, et al. ∙

research

∙ 08/09/2023

Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising

Real-world single image denoising is crucial and practical in computer v...

0 Jun Cheng, et al. ∙

research

∙ 07/17/2023

Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation

We study robust reinforcement learning (RL) with the goal of determining...

0 Ruida Zhou, et al. ∙

research

∙ 06/24/2023

Instrumental Variable Approach to Estimating Individual Causal Effects in N-of-1 Trials: Application to ISTOP Study

An N-of-1 trial is a multiple crossover trial conducted in a single indi...

0 Kexin Qu, et al. ∙

research

∙ 06/09/2023

14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon

Chemistry and materials science are complex. Recently, there have been g...

1 Kevin Maik Jablonka, et al. ∙

research

∙ 06/08/2023

Enhance-NeRF: Multiple Performance Evaluation for Neural Radiance Fields

The quality of three-dimensional reconstruction is a key factor affectin...

4 Qianqiu Tan, et al. ∙

research

∙ 04/26/2023

FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation

Medical image segmentation methods normally perform poorly when there is...

5 Yan Wang, et al. ∙

research

∙ 04/14/2023

Detector Design and Performance Analysis for Target Detection in Subspace Interference

It is often difficult to obtain sufficient training data for adaptive si...

0 Weijian Liu, et al. ∙

research

∙ 03/22/2023

Edge Deep Learning Model Protection via Neuron Authorization

With the development of deep learning processors and accelerators, deep ...

0 Jinyin Chen, et al. ∙

research

∙ 03/10/2023

CRC-based Reliable WiFi Backscatter Communiation for Supply Chain Management

Supply chain management is aimed to keep going long-term performance of ...

0 Yun-Hao Liu, et al. ∙

research

∙ 03/09/2023

Improving Few-Shot Learning for Talking Face System with TTS Data Augmentation

Audio-driven talking face has attracted broad interest from academia and...

0 Qi Chen, et al. ∙

research

∙ 02/22/2023

Trip-based mobile sensor deployment for drive-by sensing with bus fleets

Drive-by sensing (i.e. vehicle-based mobile sensing) is an emerging data...

0 Wen Ji, et al. ∙

research

∙ 01/09/2023

A survey of urban drive-by sensing: An optimization perspective

Pervasive and mobile sensing is an integral part of smart transport and ...

0 Wen Ji, et al. ∙

research

∙ 11/08/2022

BER: Balanced Error Rate For Speaker Diarization

DER is the primary metric to evaluate diarization performance while faci...

5 Tao Liu, et al. ∙

research

∙ 07/16/2022

Home-made blues: Residential crowding and mental health in Beijing, China

Although residential crowding has many well-being implications, its conn...

0 Xize Wang, et al. ∙

research

∙ 07/12/2022

Normalized Feature Distillation for Semantic Segmentation

As a promising approach in model compression, knowledge distillation imp...

10 Tao Liu, et al. ∙

research

∙ 06/11/2022

Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency

Federated learning (FL) is a distributed machine learning approach where...

2 Jinyin Chen, et al. ∙

research

∙ 06/10/2022

Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning

We study policy optimization for Markov decision processes (MDPs) with m...

7 Ruida Zhou, et al. ∙

research

∙ 06/03/2022

Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search

We present Falconn++, a novel locality-sensitive filtering (LSF) approac...

13 Ninh Pham, et al. ∙

research

∙ 03/22/2022

Autonomous Bikebot Control for Crossing Obstacles with Assistive Leg Impulsive Actuation

As a single-track mobile platform, bikebot (i.e., bicycle-based robot) h...

0 Feng Han, et al. ∙

research

∙ 03/19/2022

Coordinated Pose Control of Mobile Manipulation with an Unstable Bikebot Platform

Bikebot manipulation has advantages of the single-track robot mobility a...

0 Feng Han, et al. ∙

research

∙ 02/07/2022

A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability

As an important application in remote sensing, landcover classification ...

8 Rongjun Qin, et al. ∙

research

∙ 02/07/2022

Energy Harvesting Aware Multi-hop Routing Policy in Distributed IoT System Based on Multi-agent Reinforcement Learning

Energy harvesting technologies offer a promising solution to sustainably...

0 Wen Zhang, et al. ∙

research

∙ 11/25/2021

Time Series Forecasting with Ensembled Stochastic Differential Equations Driven by Lévy Noise

With the fast development of modern deep learning techniques, the study ...

7 Luxuan Yang, et al. ∙

research

∙ 10/31/2021

Fast Global Convergence of Policy Optimization for Constrained MDPs

We address the issue of safety in reinforcement learning. We pose the pr...

0 Tao Liu, et al. ∙

research

∙ 10/12/2021

Fast Block Linear System Solver Using Q-Learning Schduling for Unified Dynamic Power System Simulations

We present a fast block direct solver for the unified dynamic simulation...

7 Yingshi Chen, et al. ∙

research

∙ 09/27/2021

Learning from Small Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales

Motivated by the problem of learning when the number of training samples...

3 Tao Liu, et al. ∙

research

∙ 09/27/2021

Cyber-Physical Taint Analysis in Multi-stage Manufacturing Systems (MMS): A Case Study

Information flows are intrinsic properties of an multi-stage manufacturi...

0 Tao Liu, et al. ∙

research

∙ 09/24/2021

Finding Taint-Style Vulnerabilities in Linux-based Embedded Firmware with SSE-based Alias Analysis

Although the importance of using static analysis to detect taint-style v...

0 Kai Cheng, et al. ∙

research

∙ 09/07/2021

A Biologically Plausible Learning Rule for Perceptual Systems of organisms that Maximize Mutual Information

It is widely believed that the perceptual system of an organism is optim...

0 Tao Liu, et al. ∙

research

∙ 06/06/2021

Brain Age Estimation From MRI Using Cascade Networks with Ranking Loss

Chronological age of healthy people is able to be predicted accurately u...

12 Jian Cheng, et al. ∙

research

∙ 06/04/2021

Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs

We address the issue of safety in reinforcement learning. We pose the pr...

9 Tao Liu, et al. ∙

research

∙ 05/08/2021

Unsupervised Remote Sensing Super-Resolution via Migration Image Prior

Recently, satellites with high temporal resolution have fostered wide at...

56 Jiaming Wang, et al. ∙

research

∙ 03/03/2021

Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases

The rapid development of remote sensing techniques provides rich, large-...

20 Xiao Huang, et al. ∙

research

∙ 01/13/2021

Memory-Efficient Modeling and Slicing of Large-Scale Adaptive Lattice Structures

Lattice structures have been widely used in various applications of addi...

0 Shengjun Liu, et al. ∙

research

∙ 12/18/2020

Fast and Efficient Parallel Breadth-First Search with Power-law Graph Transformation

In the big data era, graph computing is widely used to exploit the hidde...

0 Zite Jiang, et al. ∙

research

∙ 11/01/2020

Informed Pooled Testing with Quantitative Assays

Pooled testing is widely used for screening for viral or bacterial infec...

0 Tao Liu, et al. ∙

research

∙ 10/01/2020

Optimal Allocation of Gold Standard Testing under Constrained Availability: Application to Assessment of HIV Treatment Failure

The World Health Organization (WHO) guidelines for monitoring the effect...

0 Tao Liu, et al. ∙

research

∙ 07/01/2020

MLPs to Find Extrema of Functionals

Multilayer perceptron (MLP) is a class of networks composed of multiple ...

0 Tao Liu, et al. ∙

research

∙ 05/26/2020

BHN: A Brain-like Heterogeneous Network

The human brain works in an unsupervised way, and more than one brain re...

0 Tao Liu, et al. ∙

research

∙ 12/31/2019

Logic Bugs in IoT Platforms and Systems: A Review

In recent years, IoT platforms and systems have been rapidly emerging. A...

0 Wei Zhou, et al. ∙

research

∙ 11/21/2019

Voice-Face Cross-modal Matching and Retrieval: A Benchmark

Cross-modal associations between voice and face from a person can be lea...

0 Chuyuan Xiong, et al. ∙

research

∙ 09/12/2019

UER: An Open-Source Toolkit for Pre-training Models

Existing works, including ELMO and BERT, have revealed the importance of...

0 Zhe Zhao, et al. ∙

research

∙ 08/27/2019

Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation

The state-of-art DNN structures involve intensive computation and high m...

19 Xiaolong Ma, et al. ∙

research

∙ 08/27/2019

EmoSense: Computational Intelligence Driven Emotion Sensing via Wireless Channel Data

Emotion is well-recognized as a distinguished symbol of human beings, an...

0 Yu Gu, et al. ∙

research

∙ 06/13/2019

Thread Batching for High-performance Energy-efficient GPU Memory Design

Massive multi-threading in GPU imposes tremendous pressure on memory sub...

0 Bing Li, et al. ∙

research

∙ 04/09/2019

Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds

Cloud based medical image analysis has become popular recently due to th...

0 Zihao Liu, et al. ∙

research

∙ 12/16/2018

Classification using Ensemble Learning under Weighted Misclassification Loss

Binary classification rules based on covariates typically depend on simp...

0 Yizhen Xu, et al. ∙

research

∙ 07/26/2018

Novelty Detection Meets Collider Physics

Novelty detection is the machine learning task to recognize data, which ...

0 Jan Hajer, et al. ∙

research

∙ 05/12/2018

Analogical Reasoning on Chinese Morphological and Semantic Relations

Analogical reasoning is effective in capturing linguistic regularities. ...

0 Shen Li, et al. ∙

Tao Liu

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