b'Xin Liu'

research

∙ 09/21/2023

QUEST: An Efficient Query Evaluation Scheme Towards Scan-Intensive Cross-Model Analysis

Modern data-driven applications require that databases support fast cros...

0 Jianfeng Huang, et al. ∙

research

∙ 09/15/2023

Self-Consistent Narrative Prompts on Abductive Natural Language Inference

Abduction has long been seen as crucial for narrative comprehension and ...

0 Chunkit Chan, et al. ∙

research

∙ 09/14/2023

A Survey of Graph Pre-processing Methods: From Algorithmic to Hardware Perspectives

Graph-related applications have experienced significant growth in academ...

0 Zhengyang Lv, et al. ∙

research

∙ 09/02/2023

Big-model Driven Few-shot Continual Learning

Few-shot continual learning (FSCL) has attracted intensive attention and...

0 Ziqi Gu, et al. ∙

research

∙ 08/25/2023

Federated Linear Bandit Learning via Over-the-Air Computation

In this paper, we investigate federated contextual linear bandit learnin...

0 Jiali Wang, et al. ∙

research

∙ 08/17/2023

Edit Temporal-Consistent Videos with Image Diffusion Model

Large-scale text-to-image (T2I) diffusion models have been extended for ...

0 Yuanzhi Wang, et al. ∙

research

∙ 08/16/2023

Dual-Stream Diffusion Net for Text-to-Video Generation

With the emerging diffusion models, recently, text-to-video generation h...

0 Binhui Liu, et al. ∙

research

∙ 08/15/2023

Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection

Facial Action Unit (AU) detection is a crucial task in affective computi...

0 Xin Liu, et al. ∙

research

∙ 08/09/2023

CasCIFF: A Cross-Domain Information Fusion Framework Tailored for Cascade Prediction in Social Networks

Existing approaches for information cascade prediction fall into three m...

0 Hongjun Zhu, et al. ∙

research

∙ 08/09/2023

Objects do not disappear: Video object detection by single-frame object location anticipation

Objects in videos are typically characterized by continuous smooth motio...

0 Xin Liu, et al. ∙

research

∙ 08/04/2023

Scalabale Path Level Thermal History Simulation of PBF process validated by Melt Pool Images

In this paper we outline the development of a scalable PBF thermal histo...

0 Xin Liu, et al. ∙

research

∙ 08/04/2023

MSECNet: Accurate and Robust Normal Estimation for 3D Point Clouds by Multi-Scale Edge Conditioning

Estimating surface normals from 3D point clouds is critical for various ...

0 Haoyi Xiu, et al. ∙

research

∙ 07/10/2023

Automated Detection of Gait Events and Travel Distance Using Waist-worn Accelerometers Across a Typical Range of Walking and Running Speeds

Background: Estimation of temporospatial clinical features of gait (CFs)...

0 Albara Ah Ramli, et al. ∙

research

∙ 07/07/2023

Exploring and Characterizing Large Language Models For Embedded System Development and Debugging

Large language models (LLMs) have shown remarkable abilities to generate...

0 Zachary Englhardt, et al. ∙

research

∙ 06/30/2023

Class-Incremental Learning using Diffusion Model for Distillation and Replay

Class-incremental learning aims to learn new classes in an incremental f...

0 Quentin Jodelet, et al. ∙

research

∙ 06/04/2023

rPPG-MAE: Self-supervised Pre-training with Masked Autoencoders for Remote Physiological Measurement

Remote photoplethysmography (rPPG) is an important technique for perceiv...

0 Xin Liu, et al. ∙

research

∙ 06/02/2023

A Simple yet Effective Self-Debiasing Framework for Transformer Models

Current Transformer-based natural language understanding (NLU) models he...

0 Xiaoyue Wang, et al. ∙

research

∙ 05/28/2023

Optimizing Airbnb Search Journey with Multi-task Learning

At Airbnb, an online marketplace for stays and experiences, guests often...

0 Chun How Tan, et al. ∙

research

∙ 05/25/2023

Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks

This paper considers a class of reinforcement learning problems, which i...

0 Honghao Wei, et al. ∙

research

∙ 05/24/2023

Large Language Models are Few-Shot Health Learners

Large language models (LLMs) can capture rich representations of concept...

0 Xin Liu, et al. ∙

research

∙ 05/19/2023

BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases

Energy-based models (EBMs) have gained popularity for controlled text ge...

0 Xin Liu, et al. ∙

research

∙ 05/06/2023

Adam-family Methods for Nonsmooth Optimization with Convergence Guarantees

In this paper, we present a comprehensive study on the convergence prope...

0 Nachuan Xiao, et al. ∙

research

∙ 05/05/2023

Walk4Me: Telehealth Community Mobility Assessment, An Automated System for Early Diagnosis and Disease Progression

We introduce Walk4Me, a telehealth community mobility assessment system ...

0 Albara Ah Ramli, et al. ∙

research

∙ 04/28/2023

Recognizable Information Bottleneck

Information Bottlenecks (IBs) learn representations that generalize to u...

0 Yilin Lyu, et al. ∙

research

∙ 04/19/2023

Sensitivity estimation for differentially private query processing

Differential privacy has become a popular privacy-preserving method in d...

0 Meifan Zhang, et al. ∙

research

∙ 03/24/2023

PIAT: Parameter Interpolation based Adversarial Training for Image Classification

Adversarial training has been demonstrated to be the most effective appr...

0 Kun He, et al. ∙

research

∙ 03/21/2023

Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing

Machine learning models for camera-based physiological measurement can h...

0 Akshay Paruchuri, et al. ∙

research

∙ 03/21/2023

BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements

Understanding of human visual perception has historically inspired the d...

0 Girish Narayanswamy, et al. ∙

research

∙ 03/13/2023

Unsupervised HDR Image and Video Tone Mapping via Contrastive Learning

Capturing high dynamic range (HDR) images (videos) is attractive because...

0 Cong Cao, et al. ∙

research

∙ 03/10/2023

DAVIS-Ag: A Synthetic Plant Dataset for Developing Domain-Inspired Active Vision in Agricultural Robots

In agricultural environments, viewpoint planning can be a critical funct...

0 Taeyeong Choi, et al. ∙

research

∙ 02/20/2023

Reconstruction of Sequences Distorted by Two Insertions

Reconstruction codes are generalizations of error-correcting codes that ...

0 Zuo Ye, et al. ∙

research

∙ 02/11/2023

Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing

Recently, vision transformer (ViT) based multimodal learning methods hav...

0 Zitong Yu, et al. ∙

research

∙ 02/11/2023

Cross-domain Random Pre-training with Prototypes for Reinforcement Learning

Task-agnostic cross-domain pre-training shows great potential in image-b...

0 Xin Liu, et al. ∙

research

∙ 02/08/2023

MMPD: Multi-Domain Mobile Video Physiology Dataset

Remote photoplethysmography (rPPG) is an attractive method for noninvasi...

0 Jiankai Tang, et al. ∙

research

∙ 02/05/2023

Online Nonstochastic Control with Adversarial and Static Constraints

This paper studies online nonstochastic control problems with adversaria...

0 Xin Liu, et al. ∙

research

∙ 12/13/2022

Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems

This paper studies a class of multi-agent reinforcement learning (MARL) ...

0 Xin Liu, et al. ∙

research

∙ 12/09/2022

Validating quantum-supremacy experiments with exact and fast tensor network contraction

The quantum circuits that declare quantum supremacy, such as Google Syca...

0 Yong Liu, et al. ∙

research

∙ 12/06/2022

On the Discredibility of Membership Inference Attacks

With the wide-spread application of machine learning models, it has beco...

0 Shahbaz Rezaei, et al. ∙

research

∙ 12/06/2022

CDOpt: A Python Package for a Class of Riemannian Optimization

Optimization over the embedded submanifold defined by constraints c(x) =...

0 Nachuan Xiao, et al. ∙

research

∙ 12/01/2022

Efficient stereo matching on embedded GPUs with zero-means cross correlation

Mobile stereo-matching systems have become an important part of many app...

0 Qiong Chang, et al. ∙

research

∙ 11/27/2022

Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints

This paper studies the problem of stochastic continuum-armed bandit with...

0 Hengquan Guo, et al. ∙

research

∙ 11/15/2022

Quantifying the Impact of Label Noise on Federated Learning

Federated Learning (FL) is a distributed machine learning paradigm where...

0 Shuqi Ke, et al. ∙

research

∙ 11/11/2022

Getting the Most out of Simile Recognition

Simile recognition involves two subtasks: simile sentence classification...

0 Xiaoyue Wang, et al. ∙

research

∙ 11/07/2022

Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform

The choice of geometric space for knowledge graph (KG) embeddings can ha...

0 Huiru Xiao, et al. ∙

research

∙ 11/04/2022

GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization

Recent research has demonstrated the capability of behavior signals capt...

0 Xuhai Xu, et al. ∙

research

∙ 10/24/2022

Causal Explanation for Reinforcement Learning: Quantifying State and Temporal Importance

Explainability plays an increasingly important role in machine learning....

0 Xiaoxiao Wang, et al. ∙

research

∙ 10/24/2022

Opportunistic Episodic Reinforcement Learning

In this paper, we propose and study opportunistic reinforcement learning...

0 Xiaoxiao Wang, et al. ∙

research

∙ 10/20/2022

Self-Supervised Learning via Maximum Entropy Coding

A mainstream type of current self-supervised learning methods pursues a ...

0 Xin Liu, et al. ∙

research

∙ 10/19/2022

GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs

Image guided depth completion aims to recover per-pixel dense depth maps...

0 Xin Liu, et al. ∙

research

∙ 10/14/2022

MMTSA: Multimodal Temporal Segment Attention Network for Efficient Human Activity Recognition

Multimodal sensors (e.g., visual, non-visual, and wearable) provide comp...

0 Ziqi Gao, et al. ∙

Xin Liu

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