b'Yan Gao'

research

∙ 07/14/2023

L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning

The ubiquity of camera-enabled devices has led to large amounts of unlab...

0 Yasar Abbas Ur Rehman, et al. ∙

research

∙ 06/30/2023

Improving the Transferability of Time Series Forecasting with Decomposition Adaptation

Due to effective pattern mining and feature representation, neural forec...

0 Yan Gao, et al. ∙

research

∙ 06/30/2023

High-throughput Simulation of Federated Learning via Resource-Aware Client Placement

Federated Learning (FL) is the privacy-preserving machine learning parad...

0 Lorenzo Sani, et al. ∙

research

∙ 06/28/2023

Autonomous Drone Racing: Time-Optimal Spatial Iterative Learning Control within a Virtual Tube

It is often necessary for drones to complete delivery, photography, and ...

0 Shuli Lv, et al. ∙

research

∙ 06/19/2023

AdaSelection: Accelerating Deep Learning Training through Data Subsampling

In this paper, we introduce AdaSelection, an adaptive sub-sampling metho...

0 Minghe Zhang, et al. ∙

research

∙ 05/25/2023

Uncovering and Categorizing Social Biases in Text-to-SQL

Content Warning: This work contains examples that potentially implicate ...

0 Yan Liu, et al. ∙

research

∙ 05/24/2023

Uncovering and Quantifying Social Biases in Code Generation

With the popularity of automatic code generation tools, such as Copilot,...

0 Yan Liu, et al. ∙

research

∙ 05/24/2023

TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering

Hybrid Question-Answering (HQA), which targets reasoning over tables and...

0 Jian Wu, et al. ∙

research

∙ 05/21/2023

Language Knowledge-Assisted Representation Learning for Skeleton-Based Action Recognition

How humans understand and recognize the actions of others is a complex n...

0 Haojun Xu, et al. ∙

research

∙ 04/14/2023

MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation

CLIP (Contrastive Language-Image Pretraining) is well-developed for open...

0 Jie Guo, et al. ∙

research

∙ 04/01/2023

Multi-view reconstruction of bullet time effect based on improved NSFF model

Bullet time is a type of visual effect commonly used in film, television...

0 Linquan Yu, et al. ∙

research

∙ 02/23/2023

Adaptive Approximate Implicitization of Planar Parametric Curves via Weak Gradient Constraints

Converting a parametric curve into the implicit form, which is called im...

0 Minghao Guo, et al. ∙

research

∙ 01/23/2023

OvarNet: Towards Open-vocabulary Object Attribute Recognition

In this paper, we consider the problem of simultaneously detecting objec...

6 Keyan Chen, et al. ∙

research

∙ 01/03/2023

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge

In this paper, we study the problem of knowledge-intensive text-to-SQL, ...

0 Longxu Dou, et al. ∙

research

∙ 12/27/2022

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing

Text-to-SQL semantic parsing is an important NLP task, which greatly fac...

0 Longxu Dou, et al. ∙

research

∙ 12/24/2022

Distributed Control within a Trapezoid Virtual Tube Containing Obstacles for UAV Swarm Subject to Speed Constraints

For guiding the UAV swarm to pass through narrow openings, a trapezoid v...

0 Yan Gao, et al. ∙

research

∙ 12/20/2022

Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation

The robustness of Text-to-SQL parsers against adversarial perturbations ...

0 Xinyu Pi, et al. ∙

research

∙ 12/17/2022

Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL

The task of text-to-SQL is to convert a natural language question to its...

0 Bing Wang, et al. ∙

research

∙ 12/13/2022

Bayesian Arc Length Survival Analysis Model (BALSAM): Theory and Application to an HIV/AIDS Clinical Trial

Stochastic volatility often implies increasing risks that are difficult ...

0 Yan Gao, et al. ∙

research

∙ 09/30/2022

Match to Win: Analysing Sequences Lengths for Efficient Self-supervised Learning in Speech and Audio

Self-supervised learning (SSL) has proven vital in speech and audio-rela...

11 Yan Gao, et al. ∙

research

∙ 08/04/2022

ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity

When the available hardware cannot meet the memory and compute requireme...

7 Xinchi Qiu, et al. ∙

research

∙ 07/14/2022

Distributed Control for a Multi-Agent System to Pass through a Connected Quadrangle Virtual Tube

In order to guide the multi-agent system in a cluttered environment, a c...

0 Yan Gao, et al. ∙

research

∙ 07/05/2022

Federated Self-supervised Learning for Video Understanding

The ubiquity of camera-enabled mobile devices has lead to large amounts ...

0 Yasar Abbas Ur Rehman, et al. ∙

research

∙ 05/27/2022

Robust Distributed Control within a Curve Virtual Tube for a Robotic Swarm under Self-Localization Drift and Precise Relative Navigation

To guide the movement of a robotic swarm in a corridor-like environment,...

0 Yan Gao, et al. ∙

research

∙ 05/18/2022

LogiGAN: Learning Logical Reasoning via Adversarial Pre-training

We present LogiGAN, an unsupervised adversarial pre-training framework f...

0 Xinyu Pi, et al. ∙

research

∙ 04/20/2022

NFormer: Robust Person Re-identification with Neighbor Transformer

Person re-identification aims to retrieve persons in highly varying sett...

8 Haochen Wang, et al. ∙

research

∙ 04/06/2022

Federated Self-supervised Speech Representations: Are We There Yet?

The ubiquity of microphone-enabled devices has lead to large amounts of ...

5 Yan Gao, et al. ∙

research

∙ 03/15/2022

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL

Existing text-to-SQL semantic parsers are typically designed for particu...

0 Longxu Dou, et al. ∙

research

∙ 02/02/2022

Decoupled IoU Regression for Object Detection

Non-maximum suppression (NMS) is widely used in object detection pipelin...

8 Yan Gao, et al. ∙

research

∙ 01/27/2022

Reasoning Like Program Executors

Reasoning over natural language is a long-standing goal for the research...

0 Xinyu Pi, et al. ∙

research

∙ 12/02/2021

Distributed Control for a Robotic Swarm to Pass through a Curve Virtual Tube

Robotic swarm systems are now becoming increasingly attractive for many ...

0 Quan Quan, et al. ∙

research

∙ 11/15/2021

Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge

Although deep learning methods have achieved advanced video object recog...

12 Jiyang Qi, et al. ∙

research

∙ 08/15/2021

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

Tables are often created with hierarchies, but existing works on table r...

0 Zhoujun Cheng, et al. ∙

research

∙ 06/08/2021

SpeechBrain: A General-Purpose Speech Toolkit

SpeechBrain is an open-source and all-in-one speech toolkit. It is desig...

8 Mirco Ravanelli, et al. ∙

research

∙ 04/29/2021

End-to-End Speech Recognition from Federated Acoustic Models

Training Automatic Speech Recognition (ASR) models under federated learn...

0 Yan Gao, et al. ∙

research

∙ 04/07/2021

On-device Federated Learning with Flower

Federated Learning (FL) allows edge devices to collaboratively learn a s...

18 Akhil Mathur, et al. ∙

research

∙ 02/02/2021

Occluded Video Instance Segmentation

Can our video understanding systems perceive objects when a heavy occlus...

12 Jiyang Qi, et al. ∙

research

∙ 01/19/2021

Practical Distributed Control for VTOL UAVs to Pass a Tunnel

Unmanned Aerial Vehicles (UAVs) are now becoming increasingly accessible...

0 Quan Quan, et al. ∙

research

∙ 12/25/2020

Dynamic-K Recommendation with Personalized Decision Boundary

In this paper, we investigate the recommendation task in the most common...

0 Yan Gao, et al. ∙

research

∙ 11/09/2020

"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL

In Natural Language Interfaces to Databases systems, the text-to-SQL tec...

0 Yuntao Li, et al. ∙

research

∙ 06/18/2020

Compositional Generalization by Learning Analytical Expressions

Compositional generalization is a basic but essential intellective capab...

0 Qian Liu, et al. ∙

research

∙ 05/19/2020

Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition

Knowledge distillation has been widely used to compress existing deep le...

0 Yan Gao, et al. ∙

research

∙ 03/17/2020

1st Place Solutions for OpenImage2019 – Object Detection and Instance Segmentation

This article introduces the solutions of the two champion teams, `MMfrui...

7 Yu Liu, et al. ∙

research

∙ 10/23/2019

A Hybrid Semantic Parsing Approach for Tabular Data Analysis

This paper presents a novel approach to translating natural language que...

0 Yan Gao, et al. ∙

research

∙ 10/23/2019

AnnaParser: Semantic Parsing for Tabular Data Analysis

This paper presents a novel approach to translating natural language que...

0 Yan Gao, et al. ∙

research

∙ 06/14/2019

Utilizing the Instability in Weakly Supervised Object Detection

Weakly supervised object detection (WSOD) focuses on training object det...

5 Yan Gao, et al. ∙

research

∙ 05/20/2019

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

We present a neural approach called IRNet for complex and cross-domain T...

0 Jiaqi Guo, et al. ∙

research

∙ 02/21/2019

Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers

Perinatal stroke (PS) is a serious condition that, if undetected and thu...

0 Yan Gao, et al. ∙

research

∙ 11/26/2018

Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People

Gait is an important biometric trait for surveillance and forensic appli...

0 BingZhang Hu, et al. ∙

Yan Gao

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