b'Yi Zhang'

research

∙ 07/05/2022

Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation

In this work, we propose PolarBEV for vision-based uneven BEV representa...

Zhi Liu, et al. ∙

research

∙ 07/03/2022

Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training Models

Vision-Language Pre-training (VLP) models have achieved state-of-the-art...

Yi Zhang, et al. ∙

research

∙ 06/22/2022

Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models

With the rapid development of eXplainable Artificial Intelligence (XAI),...

Liu Zhendong, et al. ∙

research

∙ 06/22/2022

No Attention is Needed: Grouped Spatial-temporal Shift for Simple and Efficient Video Restorers

Video restoration, aiming at restoring clear frames from degraded videos...

Dasong Li, et al. ∙

research

∙ 06/21/2022

Vicinity Vision Transformer

Vision transformers have shown great success on numerous computer vision...

Weixuan Sun, et al. ∙

research

∙ 06/20/2022

Hands-on Wireless Sensing with Wi-Fi: A Tutorial

With the rapid development of wireless communication technology, wireles...

Zheng Yang, et al. ∙

research

∙ 06/09/2022

Unveiling Transformers with LEGO: a synthetic reasoning task

We propose a synthetic task, LEGO (Learning Equality and Group Operation...

Yi Zhang, et al. ∙

research

∙ 06/08/2022

Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging

Computed tomography (CT) is of great importance in clinical practice due...

Ziyuan Yang, et al. ∙

research

∙ 05/24/2022

Aerial Vision-and-Dialog Navigation

The ability to converse with humans and follow commands in natural langu...

Yue Fan, et al. ∙

research

∙ 05/11/2022

Clinical Prompt Learning with Frozen Language Models

Prompt learning is a new paradigm in the Natural Language Processing (NL...

Niall Taylor, et al. ∙

research

∙ 05/10/2022

Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising Network

With the growing popularity of smartphones, capturing high-quality image...

Dasong Li, et al. ∙

research

∙ 04/23/2022

Indoor simultaneous localization and mapping based on fringe projection profilometry

Simultaneous Localization and Mapping (SLAM) plays an important role in ...

fcq, et al. ∙

research

∙ 04/23/2022

Dialogue Meaning Representation for Task-Oriented Dialogue Systems

Dialogue meaning representation formulates natural language utterance se...

Xiangkun Hu, et al. ∙

research

∙ 04/14/2022

Label Semantic Aware Pre-training for Few-shot Text Classification

In text classification tasks, useful information is encoded in the label...

Aaron Mueller, et al. ∙

research

∙ 03/29/2022

Synergizing Physics/Model-based and Data-driven Methods for Low-Dose CT

Since 2016, deep learning (DL) has advanced tomographic imaging with rem...

Wenjun Xia, et al. ∙

research

∙ 03/21/2022

Depth Completion using Geometry-Aware Embedding

Exploiting internal spatial geometric constraints of sparse LiDARs is be...

Wenchao Du, et al. ∙

research

∙ 02/18/2022

Debiasing Backdoor Attack: A Benign Application of Backdoor Attack in Eliminating Data Bias

Backdoor attack is a new AI security risk that has emerged in recent yea...

Shangxi Wu, et al. ∙

research

∙ 02/07/2022

Measuring and Reducing Model Update Regression in Structured Prediction for NLP

Recent advance in deep learning has led to rapid adoption of machine lea...

Deng Cai, et al. ∙

research

∙ 02/01/2022

One-Year In: COVID-19 Research at the International Level in CORD-19 Data

The appearance of a novel coronavirus in late 2019 radically changed the...

Caroline S. Wagner, et al. ∙

research

∙ 01/15/2022

Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition

Multi-modal Multi-label Emotion Recognition (MMER) aims to identify vari...

Yi Zhang, et al. ∙

research

∙ 01/10/2022

NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery

The use of deep learning for water extraction requires precise pixel-lev...

Ming Lu, et al. ∙

research

∙ 12/16/2021

Rail Vehicle Localization and Mapping with LiDAR-Vision-Inertial-GNSS Fusion

In this paper, we present a global navigation satellite system (GNSS) ai...

Yusheng Wang, et al. ∙

research

∙ 12/15/2021

Design Challenges for a Multi-Perspective Search Engine

Many users turn to document retrieval systems (e.g. search engines) to s...

Sihao Chen, et al. ∙

research

∙ 11/30/2021

RailLoMer: Rail Vehicle Localization and Mapping with LiDAR-IMU-Odometer-GNSS Data Fusion

We present RailLoMer in this article, to achieve real-time accurate and ...

Yusheng Wang, et al. ∙

research

∙ 11/29/2021

IDR: Self-Supervised Image Denoising via Iterative Data Refinement

The lack of large-scale noisy-clean image pairs restricts supervised den...

Yi Zhang, et al. ∙

research

∙ 11/28/2021

On Predicting Generalization using GANs

Research on generalization bounds for deep networks seeks to give ways t...

Yi Zhang, et al. ∙

research

∙ 11/25/2021

Uniqueness in determination of the fractional order in the TFDE using one measurement

This article deals with an inverse problem of identifying the fractional...

Yi Zhang, et al. ∙

research

∙ 11/24/2021

LDP-Net: An Unsupervised Pansharpening Network Based on Learnable Degradation Processes

Pansharpening in remote sensing image aims at acquiring a high-resolutio...

Jiahui Ni, et al. ∙

research

∙ 11/22/2021

Comparison of Numerical Solvers for Differential Equations for Holonomic Gradient Method in Statistics

Definite integrals with parameters of holonomic functions satisfy holono...

Nobuki Takayama, et al. ∙

research

∙ 11/01/2021

MetroLoc: Metro Vehicle Mapping and Localization with LiDAR-Camera-Inertial Integration

We propose an accurate and robust multi-modal sensor fusion framework, M...

Yusheng Wang, et al. ∙

research

∙ 10/29/2021

Unsupervised PET Reconstruction from a Bayesian Perspective

Positron emission tomography (PET) reconstruction has become an ill-pose...

Chenyu Shen, et al. ∙

research

∙ 10/26/2021

On some combinatorial sequences associated to invariant theory

We study the enumerative and analytic properties of some sequences const...

Alin Bostan, et al. ∙

research

∙ 10/14/2021

Nuisance-Label Supervision: Robustness Improvement by Free Labels

In this paper, we present a Nuisance-label Supervision (NLS) module, whi...

Xinyue Wei, et al. ∙

research

∙ 10/10/2021

Rethinking Noise Synthesis and Modeling in Raw Denoising

The lack of large-scale real raw image denoising dataset gives rise to c...

Yi Zhang, et al. ∙

research

∙ 10/10/2021

An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design

As a promising tool to navigate in the vast chemical space, artificial i...

Yi Zhang, et al. ∙

research

∙ 10/06/2021

Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings

Recent studies have proposed different methods to improve multilingual w...

Sawsan Alqahtani, et al. ∙

research

∙ 09/29/2021

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System

Pre-trained language models have been recently shown to benefit task-ori...

Yixuan Su, et al. ∙

research

∙ 09/21/2021

Flexible and efficient Bayesian pharmacometrics modeling using Stan and Torsten, Part I

Stan is an open-source probabilistic programing language, primarily desi...

Charles C. Margossian, et al. ∙

research

∙ 09/09/2021

Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder

We introduce a Recursive INsertion-based Encoder (RINE), a novel approac...

Elman Mansimov, et al. ∙

research

∙ 09/06/2021

End to end hyperspectral imaging system with coded compression imaging process

Hyperspectral images (HSIs) can provide rich spatial and spectral inform...

Hui Xie, et al. ∙

research

∙ 08/24/2021

DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising

LDCT has drawn major attention in the medical imaging field due to the p...

Zhizhong Huang, et al. ∙

research

∙ 08/17/2021

Simulating COVID19 Transmission From Observed Movement: An Agent-Based Model of Classroom Dispersion

Current models of COVID-19 transmission predict infection from reported ...

Yi Zhang, et al. ∙

research

∙ 08/09/2021

Team Power and Hierarchy: Understanding Team Success

Teamwork is cooperative, participative and power sharing. In science of ...

Huimin Xu, et al. ∙

research

∙ 07/25/2021

DR2L: Surfacing Corner Cases to Robustify Autonomous Driving via Domain Randomization Reinforcement Learning

How to explore corner cases as efficiently and thoroughly as possible ha...

Haoyi Niu, et al. ∙

research

∙ 07/24/2021

ASOD60K: Audio-Induced Salient Object Detection in Panoramic Videos

Exploring to what humans pay attention in dynamic panoramic scenes is us...

Yi Zhang, et al. ∙

research

∙ 07/10/2021

Semi-Supervised Learning with Multi-Head Co-Training

Co-training, extended from self-training, is one of the frameworks for s...

Mingcai Chen, et al. ∙

research

∙ 06/28/2021

Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning

Data augmentation is a powerful technique for improving the performance ...

Yi Zhang, et al. ∙

research

∙ 06/18/2021

Novelty Detection via Contrastive Learning with Negative Data Augmentation

Novelty detection is the process of determining whether a query example ...

Chengwei Chen, 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 ...

Hao Fang, et al. ∙

research

∙ 06/04/2021

Visual Question Rewriting for Increasing Response Rate

When a human asks questions online, or when a conversational virtual age...

Jiayi Wei, et al. ∙

Yi Zhang

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