b'Yufei Wang'

research

∙ 05/31/2023

Data Augmentation Approaches for Source Code Models: A Survey

The increasingly popular adoption of source code in many critical tasks ...

0 Terry Yue Zhuo, et al. ∙

research

∙ 04/24/2023

SocialDial: A Benchmark for Socially-Aware Dialogue Systems

Dialogue systems have been widely applied in many scenarios and are now ...

0 Haolan Zhan, et al. ∙

research

∙ 04/14/2023

The Second Monocular Depth Estimation Challenge

This paper discusses the results for the second edition of the Monocular...

0 Jaime Spencer, et al. ∙

research

∙ 03/22/2023

Text with Knowledge Graph Augmented Transformer for Video Captioning

Video captioning aims to describe the content of videos using natural la...

0 Xin Gu, et al. ∙

research

∙ 02/28/2023

Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger

Recent deep-learning-based compression methods have achieved superior pe...

0 Yi Yu, et al. ∙

research

∙ 02/28/2023

Temporal Coherent Test-Time Optimization for Robust Video Classification

Deep neural networks are likely to fail when the test data is corrupted ...

0 Chenyu Yi, et al. ∙

research

∙ 02/25/2023

Raw Image Reconstruction with Learned Compact Metadata

While raw images exhibit advantages over sRGB images (e.g., linearity an...

0 Yufei Wang, et al. ∙

research

∙ 02/23/2023

Evaluating the Efficacy of Skincare Product: A Realistic Short-Term Facial Pore Simulation

Simulating the effects of skincare products on face is a potential new w...

0 Ling Li, et al. ∙

research

∙ 02/11/2023

Removing Image Artifacts From Scratched Lens Protectors

A protector is placed in front of the camera lens for mobile devices to ...

0 Yufei Wang, et al. ∙

research

∙ 12/28/2022

Regular complete permutation polynomials over quadratic extension fields

Let r≥ 3 be any positive integer which is relatively prime to p and q^2≡...

0 Wei Lu, et al. ∙

research

∙ 12/25/2022

A general construction of regular complete permutation polynomials

Let r≥ 3 be a positive integer and 𝔽_q the finite field with q elements....

0 Wei Lu, et al. ∙

research

∙ 12/18/2022

Let's Negotiate! A Survey of Negotiation Dialogue Systems

Negotiation is one of the crucial abilities in human communication, and ...

0 Haolan Zhan, et al. ∙

research

∙ 11/16/2022

ToolFlowNet: Robotic Manipulation with Tools via Predicting Tool Flow from Point Clouds

Point clouds are a widely available and canonical data modality which co...

0 Daniel Seita, et al. ∙

research

∙ 10/26/2022

CU-Net: LiDAR Depth-Only Completion With Coupled U-Net

LiDAR depth-only completion is a challenging task to estimate dense dept...

0 Yufei Wang, et al. ∙

research

∙ 09/12/2022

Elastic Context: Encoding Elasticity for Data-driven Models of Textiles

Physical interaction with textiles, such as assistive dressing, relies o...

0 Alberta Longhini, et al. ∙

research

∙ 08/25/2022

The Sustainable Response Strategy to COVID-19: Pandemic Urban Zoning Based on Multimodal Transport Data

Since the outbreak of COVID-19, it has rapidly evolved into a sudden and...

0 Yufei Wang, et al. ∙

research

∙ 08/11/2022

Visual Haptic Reasoning: Estimating Contact Forces by Observing Deformable Object Interactions

Robotic manipulation of highly deformable cloth presents a promising opp...

0 Yufei Wang, et al. ∙

research

∙ 07/07/2022

Dual-Stream Transformer for Generic Event Boundary Captioning

This paper describes our champion solution for the CVPR2022 Generic Even...

0 Xin Gu, et al. ∙

research

∙ 06/25/2022

SC-Transformer++: Structured Context Transformer for Generic Event Boundary Detection

This report presents the algorithm used in the submission of Generic Eve...

0 Dexiang Hong, et al. ∙

research

∙ 06/21/2022

KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Few-Shot NLP

This paper focuses on text data augmentation for few-shot NLP tasks. The...

0 Yufei Wang, et al. ∙

research

∙ 06/07/2022

Structured Context Transformer for Generic Event Boundary Detection

Generic Event Boundary Detection (GEBD) aims to detect moments where hum...

0 Congcong Li, et al. ∙

research

∙ 02/25/2022

PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks

This paper focuses on the Data Augmentation for low-resource Natural Lan...

0 Yufei Wang, et al. ∙

research

∙ 11/29/2021

Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection

Recently, scene text detection has been a challenging task. Texts with a...

0 Qi Zhao, et al. ∙

research

∙ 11/10/2021

FabricFlowNet: Bimanual Cloth Manipulation with a Flow-based Policy

We address the problem of goal-directed cloth manipulation, a challengin...

4 Thomas Weng, et al. ∙

research

∙ 09/26/2021

Disentangled Feature Representation for Few-shot Image Classification

Learning the generalizable feature representation is critical for few-sh...

0 Hao Cheng, et al. ∙

research

∙ 09/13/2021

Low-Light Image Enhancement with Normalizing Flow

To enhance low-light images to normally-exposed ones is highly ill-posed...

0 Yufei Wang, et al. ∙

research

∙ 09/13/2021

Variational Disentanglement for Domain Generalization

Domain generalization aims to learn an invariant model that can generali...

1 Yufei Wang, et al. ∙

research

∙ 07/22/2021

A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image

Optical Coherence Tomography Angiography (OCTA) is a non-invasive and no...

17 Yufei Wang, et al. ∙

research

∙ 07/06/2021

Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation

Though convolutional neural networks are widely used in different tasks,...

14 Yufei Wang, et al. ∙

research

∙ 05/21/2021

Learning Visible Connectivity Dynamics for Cloth Smoothing

Robotic manipulation of cloth remains challenging for robotics due to th...

4 Xingyu Lin, et al. ∙

research

∙ 05/14/2021

Privacy-Preserving Constrained Domain Generalization for Medical Image Classification

Deep neural networks (DNN) have demonstrated unprecedented success for m...

0 Chris Xing Tian, et al. ∙

research

∙ 11/14/2020

SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation

Manipulating deformable objects has long been a challenge in robotics du...

0 Xingyu Lin, et al. ∙

research

∙ 11/13/2020

ROLL: Visual Self-Supervised Reinforcement Learning with Object Reasoning

Current image-based reinforcement learning (RL) algorithms typically ope...

32 Yufei Wang, et al. ∙

research

∙ 11/09/2020

f-IRL: Inverse Reinforcement Learning via State Marginal Matching

Imitation learning is well-suited for robotic tasks where it is difficul...

0 Tianwei Ni, et al. ∙

research

∙ 09/27/2020

Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization

Recently, we have witnessed great progress in the field of medical imagi...

0 Haoliang Li, et al. ∙

research

∙ 09/15/2020

Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems

Deep neural networks (DNN) have shown great success in many computer vis...

7 Haoliang Li, et al. ∙

research

∙ 09/11/2020

Heterogeneous Domain Generalization via Domain Mixup

One of the main drawbacks of deep Convolutional Neural Networks (DCNN) i...

0 Yufei Wang, et al. ∙

research

∙ 07/03/2020

Meta-SAC: Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient

Exploration-exploitation dilemma has long been a crucial issue in reinfo...

9 Yufei Wang, et al. ∙

research

∙ 06/03/2020

Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging

Computed Tomography (CT) takes X-ray measurements on the subjects to rec...

0 Ziju Shen, et al. ∙

research

∙ 10/21/2019

A game method for improving the interpretability of convolution neural network

Real artificial intelligence always has been focused on by many machine ...

0 Jinwei Zhao, et al. ∙

research

∙ 06/10/2019

UniDual: A Unified Model for Image and Video Understanding

Although a video is effectively a sequence of images, visual perception ...

4 Yufei Wang, et al. ∙

research

∙ 06/01/2019

How to best use Syntax in Semantic Role Labelling

There are many different ways in which external information might be use...

0 Yufei Wang, et al. ∙

research

∙ 05/28/2019

Beyond Exponentially Discounted Sum: Automatic Learning of Return Function

In reinforcement learning, Return, which is the weighted accumulated fut...

0 Yufei Wang, et al. ∙

research

∙ 05/27/2019

Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning

Conservation laws are considered to be fundamental laws of nature. It ha...

0 Yufei Wang, et al. ∙

research

∙ 04/17/2019

Neural Constituency Parsing of Speech Transcripts

This paper studies the performance of a neural self-attentive parser on ...

0 Paria Jamshid Lou, et al. ∙

research

∙ 11/21/2018

How to improve the interpretability of kernel learning

In recent years, machine learning researchers have focused on methods to...

0 Jinwei Zhao, et al. ∙

research

∙ 11/19/2018

How far from automatically interpreting deep learning

In recent years, deep learning researchers have focused on how to find t...

0 Jinwei Zhao, et al. ∙

research

∙ 11/06/2018

Deep Reinforcement Learning for Green Security Games with Real-Time Information

Green Security Games (GSGs) have been proposed and applied to optimize p...

0 Yufei Wang, et al. ∙

research

∙ 08/18/2018

Concept Mask: Large-Scale Segmentation from Semantic Concepts

Existing works on semantic segmentation typically consider a small numbe...

4 Yufei Wang, et al. ∙

research

∙ 07/19/2017

Recognizing and Curating Photo Albums via Event-Specific Image Importance

Automatic organization of personal photos is a problem with many real wo...

0 Yufei Wang, et al. ∙

Yufei Wang

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