b'Yang Zhou'

research

∙ 09/05/2023

Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction using Diffusion Graph Convolutional Networks

Predicting vehicle trajectories is crucial for ensuring automated vehicl...

0 Keshu Wu, et al. ∙

research

∙ 08/30/2023

Prompting Vision Language Model with Knowledge from Large Language Model for Knowledge-Based VQA

Knowledge-based visual question answering is a very challenging and wide...

0 Yang Zhou, et al. ∙

research

∙ 08/22/2023

Adversarial Attacks on Code Models with Discriminative Graph Patterns

Pre-trained language models of code are now widely used in various softw...

0 Thanh-Dat Nguyen, et al. ∙

research

∙ 07/26/2023

Fast algorithms for k-submodular maximization subject to a matroid constraint

In this paper, we apply a Threshold-Decreasing Algorithm to maximize k-s...

0 Shuxian Niu, et al. ∙

research

∙ 07/23/2023

Learning Navigational Visual Representations with Semantic Map Supervision

Being able to perceive the semantics and the spatial structure of the en...

0 Yicong Hong, et al. ∙

research

∙ 07/11/2023

DRMC: A Generalist Model with Dynamic Routing for Multi-Center PET Image Synthesis

Multi-center positron emission tomography (PET) image synthesis aims at ...

0 Zhiwen Yang, et al. ∙

research

∙ 06/30/2023

Zero-shot Nuclei Detection via Visual-Language Pre-trained Models

Large-scale visual-language pre-trained models (VLPM) have proven their ...

0 Yongjian Wu, et al. ∙

research

∙ 06/26/2023

Approximation algorithms for k-submodular maximization subject to a knapsack constraint

In this paper, we study the problem of maximizing k-submodular functions...

0 Hao Xiao, et al. ∙

research

∙ 06/12/2023

On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunities

As the smartphone market leader, Android has been a prominent target for...

0 Masoud Mehrabi Koushki, et al. ∙

research

∙ 06/09/2023

A Survey on Cross-Architectural IoT Malware Threat Hunting

In recent years, the increase in non-Windows malware threats had turned ...

0 Anandharaju Durai Raju, et al. ∙

research

∙ 06/05/2023

Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation

Nuclei instance segmentation on histopathology images is of great clinic...

0 Yang Zhou, et al. ∙

research

∙ 04/19/2023

Single-View View Synthesis with Self-Rectified Pseudo-Stereo

Synthesizing novel views from a single view image is a highly ill-posed ...

0 Yang Zhou, et al. ∙

research

∙ 03/15/2023

PENet: A Joint Panoptic Edge Detection Network

In recent years, compact and efficient scene understanding representatio...

0 Yang Zhou, et al. ∙

research

∙ 03/14/2023

Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment

Medical phrase grounding (MPG) aims to locate the most relevant region i...

6 Zhihao Chen, et al. ∙

research

∙ 03/06/2023

Faster Learning of Temporal Action Proposal via Sparse Multilevel Boundary Generator

Temporal action localization in videos presents significant challenges i...

0 Qing Song, et al. ∙

research

∙ 02/16/2023

Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking

The increasing use of Machine Learning (ML) software can lead to unfair ...

0 Zichong Wang, et al. ∙

research

∙ 01/30/2023

On the relaxed greedy randomized Kaczmarz methods with momentum acceleration for solving matrix equation AXB=C

With the growth of data, it is more important than ever to develop an ef...

0 Nian-Ci Wu, et al. ∙

research

∙ 11/24/2022

Multi-Job Intelligent Scheduling with Cross-Device Federated Learning

Recent years have witnessed a large amount of decentralized data in vari...

0 Ji Liu, et al. ∙

research

∙ 11/10/2022

ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning

Image restoration tasks have achieved tremendous performance improvement...

0 Yang Zhou, et al. ∙

research

∙ 10/17/2022

Morig: Motion-aware rigging of character meshes from point clouds

We present MoRig, a method that automatically rigs character meshes driv...

0 Zhan Xu, et al. ∙

research

∙ 09/23/2022

Modular Degradation Simulation and Restoration for Under-Display Camera

Under-display camera (UDC) provides an elegant solution for full-screen ...

2 Yang Zhou, et al. ∙

research

∙ 09/23/2022

Rethinking Performance Gains in Image Dehazing Networks

Image dehazing is an active topic in low-level vision, and many image de...

10 Yuda Song, et al. ∙

research

∙ 07/28/2022

Skeleton-free Pose Transfer for Stylized 3D Characters

We present the first method that automatically transfers poses between s...

0 Zhouyingcheng Liao, et al. ∙

research

∙ 07/23/2022

Audio-driven Neural Gesture Reenactment with Video Motion Graphs

Human speech is often accompanied by body gestures including arm and han...

0 Yang Zhou, et al. ∙

research

∙ 07/17/2022

Vision-based Relative Detection and Tracking for Teams of Micro Aerial Vehicles

In this paper, we address the vision-based detection and tracking proble...

0 Rundong Ge, et al. ∙

research

∙ 07/14/2022

Accelerated Federated Learning with Decoupled Adaptive Optimization

The federated learning (FL) framework enables edge clients to collaborat...

0 Jiayin Jin, et al. ∙

research

∙ 06/22/2022

Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing

Only recently, researchers attempt to provide classification algorithms ...

6 Jiayin Jin, et al. ∙

research

∙ 06/22/2022

Play It Cool: Dynamic Shifting Prevents Thermal Throttling

Machine learning (ML) has entered the mobile era where an enormous numbe...

14 Yang Zhou, et al. ∙

research

∙ 06/04/2022

APES: Articulated Part Extraction from Sprite Sheets

Rigged puppets are one of the most prevalent representations to create 2...

0 Zhan Xu, et al. ∙

research

∙ 05/19/2022

Diversity Matters: Fully Exploiting Depth Clues for Reliable Monocular 3D Object Detection

As an inherently ill-posed problem, depth estimation from single images ...

0 Zhuoling Li, et al. ∙

research

∙ 05/18/2022

3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis

Potential radioactive hazards in full-dose positron emission tomography ...

8 Yang Zhou, et al. ∙

research

∙ 05/01/2022

Preserve Pre-trained Knowledge: Transfer Learning With Self-Distillation For Action Recognition

Video-based action recognition is one of the most popular topics in comp...

0 Yang Zhou, et al. ∙

research

∙ 05/01/2022

None Class Ranking Loss for Document-Level Relation Extraction

Document-level relation extraction (RE) aims at extracting relations amo...

0 Yang Zhou, et al. ∙

research

∙ 04/27/2022

Human-Centered Prior-Guided and Task-Dependent Multi-Task Representation Learning for Action Recognition Pre-Training

Recently, much progress has been made for self-supervised action recogni...

0 Guanhong Wang, et al. ∙

research

∙ 04/25/2022

FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server

Despite achieving remarkable performance, Federated Learning (FL) suffer...

0 Hong Zhang, et al. ∙

research

∙ 03/28/2022

An improved approximation algorithm for maximizing a DR-submodular function over a convex set

Maximizing a DR-submodular function subject to a general convex set is a...

0 Donglei Du, et al. ∙

research

∙ 03/15/2022

Maximizing Modular plus Non-monotone Submodular Functions

The research problem in this work is the relaxation of maximizing non-ne...

0 Xin Sun, et al. ∙

research

∙ 01/05/2022

Multi-Robot Collaborative Perception with Graph Neural Networks

Multi-robot systems such as swarms of aerial robots are naturally suited...

0 Yang Zhou, et al. ∙

research

∙ 12/11/2021

Efficient Device Scheduling with Multi-Job Federated Learning

Recent years have witnessed a large amount of decentralized data in mult...

1 Chendi Zhou, et al. ∙

research

∙ 05/28/2021

Focus on Local: Detecting Lane Marker from Bottom Up via Key Point

Mainstream lane marker detection methods are implemented by predicting t...

4 Zhan Qu, et al. ∙

research

∙ 05/27/2021

Towards a Better Understanding of Linear Models for Recommendation

Recently, linear regression models, such as EASE and SLIM, have shown to...

0 Ruoming Jin, et al. ∙

research

∙ 04/29/2021

From Distributed Machine Learning to Federated Learning: A Survey

In recent years, data and computing resources are typically distributed ...

0 Ji Liu, et al. ∙

research

∙ 03/03/2021

CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge

In this paper, we present CogNet, a knowledge base (KB) dedicated to int...

0 Chenhao Wang, et al. ∙

research

∙ 11/23/2020

Manifold Partition Discriminant Analysis

We propose a novel algorithm for supervised dimensionality reduction nam...

0 Yang Zhou, et al. ∙

research

∙ 11/10/2020

Neural Latent Dependency Model for Sequence Labeling

Sequence labeling is a fundamental problem in machine learning, natural ...

0 Yang Zhou, et al. ∙

research

∙ 06/11/2020

A Probabilistic Model with Commonsense Constraints for Pattern-based Temporal Fact Extraction

Textual patterns (e.g., Country's president Person) are specified and/or...

0 Yang Zhou, et al. ∙

research

∙ 05/01/2020

RigNet: Neural Rigging for Articulated Characters

We present RigNet, an end-to-end automated method for producing animatio...

7 Zhan Xu, et al. ∙

research

∙ 02/28/2020

A Video Analysis Method on Wanfang Dataset via Deep Neural Network

The topic of object detection has been largely improved recently, especi...

0 Jinlong Kang, et al. ∙

research

∙ 01/05/2020

End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation

Video super-resolution aims at generating a high-resolution video from i...

15 Xiaohong Liu, et al. ∙

research

∙ 10/26/2019

ETNet: Error Transition Network for Arbitrary Style Transfer

Numerous valuable efforts have been devoted to achieving arbitrary style...

31 Chunjin Song, et al. ∙

Yang Zhou

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