b'Jiawei Li'

research

∙ 08/16/2023

ALIP: Adaptive Language-Image Pre-training with Synthetic Caption

Contrastive Language-Image Pre-training (CLIP) has significantly boosted...

0 Kaicheng Yang, et al. ∙

research

∙ 08/09/2023

Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey

Predicting stock prices presents a challenging research problem due to t...

0 Liping Wang, et al. ∙

research

∙ 08/07/2023

Learning a Graph Neural Network with Cross Modality Interaction for Image Fusion

Infrared and visible image fusion has gradually proved to be a vital for...

0 Jiawei Li, et al. ∙

research

∙ 07/17/2023

Complexity Matters: Rethinking the Latent Space for Generative Modeling

In generative modeling, numerous successful approaches leverage a low-di...

0 Tianyang Hu, et al. ∙

research

∙ 04/13/2023

DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning

Diffusion models have proven to be highly effective in generating high-q...

0 Enze Xie, et al. ∙

research

∙ 03/30/2023

Twin Brownian particle method for the study of Oberbeck-Boussinesq fluid flows

We establish stochastic functional integral representations for solution...

0 Jiawei Li, et al. ∙

research

∙ 02/09/2023

The FluidFlower International Benchmark Study: Process, Modeling Results, and Comparison to Experimental Data

Successful deployment of geological carbon storage (GCS) requires an ext...

0 Bernd Flemisch, et al. ∙

research

∙ 02/03/2023

Bridging the Emotional Semantic Gap via Multimodal Relevance Estimation

Human beings have rich ways of emotional expressions, including facial a...

0 Chuan Zhang, et al. ∙

research

∙ 08/18/2022

LogKernel A Threat Hunting Approach Based on Behaviour Provenance Graph and Graph Kernel Clustering

Cyber threat hunting is a proactive search process for hidden threats in...

0 Jiawei Li, et al. ∙

research

∙ 07/19/2022

Pandora Box Problem with Nonobligatory Inspection: Hardness and Approximation Scheme

Weitzman (1979) introduced the Pandora Box problem as a model for sequen...

0 Hu Fu, et al. ∙

research

∙ 05/19/2022

Defending Against Adversarial Attacks by Energy Storage Facility

Adversarial attacks on data-driven algorithms applied in pow-er system w...

0 Jiawei Li, et al. ∙

research

∙ 03/29/2022

Calibrated Model Criticism Using Split Predictive Checks

Checking how well a fitted model explains the data is one of the most fu...

0 Jiawei Li, et al. ∙

research

∙ 03/02/2022

Code Smells in Machine Learning Systems

As Deep learning (DL) systems continuously evolve and grow, assuring the...

0 Jiri Gesi, et al. ∙

research

∙ 02/13/2022

Consensus Division in an Arbitrary Ratio

We consider the problem of partitioning a line segment into two subsets,...

0 Paul W. Goldberg, et al. ∙

research

∙ 11/24/2021

Dynamic Texture Recognition using PDV Hashing and Dictionary Learning on Multi-scale Volume Local Binary Pattern

Spatial-temporal local binary pattern (STLBP) has been widely used in dy...

0 Ruxin Ding, et al. ∙

research

∙ 11/09/2021

MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps

Deep neural networks are susceptible to adversarially crafted, small and...

0 Muhammad Awais, et al. ∙

research

∙ 08/10/2021

PyNose: A Test Smell Detector For Python

Similarly to production code, code smells also occur in test code, where...

0 Tongjie Wang, et al. ∙

research

∙ 06/09/2021

Salient Object Ranking with Position-Preserved Attention

Instance segmentation can detect where the objects are in an image, but ...

11 Hao Fang, et al. ∙

research

∙ 05/21/2021

Changes from the Trenches: Should We Automate Them?

Code changes constitute one of the most important features of software e...

0 Yaroslav Golubev, et al. ∙

research

∙ 04/14/2021

Towards Explainable Multi-Party Learning: A Contrastive Knowledge Sharing Framework

Multi-party learning provides solutions for training joint models with d...

8 Yuan Gao, et al. ∙

research

∙ 02/19/2021

Analytics and Machine Learning in Vehicle Routing Research

The Vehicle Routing Problem (VRP) is one of the most intensively studied...

16 Ruibin Bai, et al. ∙

research

∙ 01/11/2021

Horizontal-to-Vertical Video Conversion

Alongside the prevalence of mobile videos, the general public leans towa...

12 Tun Zhu, et al. ∙

research

∙ 12/31/2020

The Query Complexity of Local Search and Brouwer in Rounds

We study the query complexity of local search and Brouwer fixed-point co...

0 Simina Branzei, et al. ∙

research

∙ 12/22/2020

MetaAugment: Sample-Aware Data Augmentation Policy Learning

Automated data augmentation has shown superior performance in image reco...

1 Fengwei Zhou, et al. ∙

research

∙ 12/10/2020

Amodal Segmentation Based on Visible Region Segmentation and Shape Prior

Almost all existing amodal segmentation methods make the inferences of o...

0 Yuting Xiao, et al. ∙

research

∙ 10/18/2020

JSRT: James-Stein Regression Tree

Regression tree (RT) has been widely used in machine learning and data m...

0 Xingchun Xiang, et al. ∙

research

∙ 08/21/2020

Rectified Decision Trees: Exploring the Landscape of Interpretable and Effective Machine Learning

Interpretability and effectiveness are two essential and indispensable r...

33 Yiming Li, et al. ∙

research

∙ 02/11/2020

HRINet: Alternative Supervision Network for High-resolution CT image Interpolation

Image interpolation in medical area is of high importance as most 3D bio...

0 Jiawei Li, et al. ∙

research

∙ 10/10/2019

A Meta-Analysis: Air Quality and Lung Cancer Mortality

Lung cancer has become one of the most epidemic and fatal malignant neop...

0 Ying Zhao, et al. ∙

research

∙ 03/14/2019

Rectified Decision Trees: Towards Interpretability, Compression and Empirical Soundness

How to obtain a model with good interpretability and performance has alw...

0 Jiawang Bai, et al. ∙

research

∙ 10/09/2018

Collective Strategies with a Master-slave Mechanism Dominate in Spatial Iterated Prisoner's Dilemma

The Iterated Prisoner's Dilemma (IPD) can model transactions among indiv...

0 Jiawei Li, et al. ∙

research

∙ 09/27/2017

Dynamic Label Graph Matching for Unsupervised Video Re-Identification

Label estimation is an important component in an unsupervised person re-...

0 Mang Ye, et al. ∙

Jiawei Li

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