b'Yifan Xu'

research

∙ 08/30/2023

Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection

In this paper, we for the first time explore helpful multi-modal context...

0 Yifan Xu, et al. ∙

research

∙ 08/19/2023

BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions

Vision Language Models (VLMs), which extend Large Language Models (LLM) ...

0 Wenbo Hu, et al. ∙

research

∙ 08/07/2023

AgentBench: Evaluating LLMs as Agents

Large Language Models (LLMs) are becoming increasingly smart and autonom...

0 Xiao Liu, et al. ∙

research

∙ 06/18/2023

Deceptive AI Ecosystems: The Case of ChatGPT

ChatGPT, an AI chatbot, has gained popularity for its capability in gene...

0 Xiao Zhan, et al. ∙

research

∙ 06/13/2023

WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences

We present WebGLM, a web-enhanced question-answering system based on the...

0 Xiao Liu, et al. ∙

research

∙ 05/30/2023

Multi-modal Queried Object Detection in the Wild

We introduce MQ-Det, an efficient architecture and pre-training strategy...

0 Yifan Xu, et al. ∙

research

∙ 03/26/2023

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation

Despite the recent emergence of video captioning models, how to generate...

0 Ji Qi, et al. ∙

research

∙ 11/26/2022

Equity Promotion in Public Transportation

There are many news articles reporting the obstacles confronting poverty...

0 Anik Pramanik, et al. ∙

research

∙ 10/19/2022

On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning

Reinforcement Learning (RL) algorithms can solve challenging control pro...

0 Yifan Xu, et al. ∙

research

∙ 10/05/2022

GLM-130B: An Open Bilingual Pre-trained Model

We introduce GLM-130B, a bilingual (English and Chinese) pre-trained lan...

8 Aohan Zeng, et al. ∙

research

∙ 09/16/2022

SoLo T-DIRL: Socially-Aware Dynamic Local Planner based on Trajectory-Ranked Deep Inverse Reinforcement Learning

This work proposes a new framework for a socially-aware dynamic local pl...

0 Yifan Xu, et al. ∙

research

∙ 07/20/2022

Facial Affect Analysis: Learning from Synthetic Data Multi-Task Learning Challenges

Facial affect analysis remains a challenging task with its setting trans...

0 Siyang Li, et al. ∙

research

∙ 06/21/2022

Providers-Clients-Robots: Framework for spatial-semantic planning for shared understanding in human-robot interaction

This paper develops a novel framework called Providers-Clients-Robots (P...

0 Tribhi Kathuria, et al. ∙

research

∙ 06/07/2022

PyTSK: A Python Toolbox for TSK Fuzzy Systems

This paper presents PyTSK, a Python toolbox for developing Takagi-Sugeno...

0 Yuqi Cui, et al. ∙

research

∙ 05/04/2022

RecipeSnap – a lightweight image-to-recipe model

In this paper we want to address the problem of automation for recogniti...

0 Jianfa Chen, et al. ∙

research

∙ 01/09/2022

A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics

Machine learning has long been considered as a black box for predicting ...

13 Tianhan Zhang, et al. ∙

research

∙ 12/08/2021

Equity Promotion in Online Resource Allocation

We consider online resource allocation under a typical non-profit settin...

0 Pan Xu, et al. ∙

research

∙ 09/18/2021

Fairness Maximization among Offline Agents in Online-Matching Markets

Matching markets involve heterogeneous agents (typically from two partie...

0 Will Ma, et al. ∙

research

∙ 08/03/2021

Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer

Vision transformers have recently received explosive popularity, but the...

0 Yifan Xu, et al. ∙

research

∙ 06/10/2021

Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models

In this paper, we detail the relationship between convolutions and self-...

0 Tyler A. Chang, et al. ∙

research

∙ 04/21/2021

Towards Corruption-Agnostic Robust Domain Adaptation

Big progress has been achieved in domain adaptation in decades. Existing...

0 Yifan Xu, et al. ∙

research

∙ 04/14/2021

Pose Recognition with Cascade Transformers

In this paper, we present a regression-based pose recognition method usi...

0 Ke Li, et al. ∙

research

∙ 04/13/2021

Co-Scale Conv-Attentional Image Transformers

In this paper, we present Co-scale conv-attentional image Transformers (...

0 Weijian Xu, et al. ∙

research

∙ 03/23/2021

Efficiently Answering Durability Prediction Queries

We consider a class of queries called durability prediction queries that...

0 Junyang Gao, et al. ∙

research

∙ 02/08/2021

Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions

Takagi-Sugeno-Kang (TSK) fuzzy system with Gaussian membership functions...

0 Yuqi Cui, et al. ∙

research

∙ 01/06/2021

Line Segment Detection Using Transformers without Edges

In this paper, we present a holistically end-to-end algorithm for line s...

10 Yifan Xu, et al. ∙

research

∙ 12/12/2020

Trading the System Efficiency for the Income Equality of Drivers in Rideshare

Several scientific studies have reported the existence of the income gap...

0 Yifan Xu, et al. ∙

research

∙ 12/12/2020

A Unified Model for the Two-stage Offline-then-Online Resource Allocation

With the popularity of the Internet, traditional offline resource alloca...

0 Yifan Xu, et al. ∙

research

∙ 07/27/2020

Ladybird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3D Reconstruction with Symmetry

Deep implicit field regression methods are effective for 3D reconstructi...

0 Yifan Xu, et al. ∙

research

∙ 06/23/2020

CrossPath: Top-down, Cross Data Type, Multi-Criterion Histological Analysis by Shepherding Mixed AI Models

Data-driven AI promises support for pathologists to discover sparse tumo...

0 Hongyan Gu, et al. ∙

research

∙ 05/14/2020

Thompson Sampling for Combinatorial Semi-bandits with Sleeping Arms and Long-Term Fairness Constraints

We study the combinatorial sleeping multi-armed semi-bandit problem with...

0 Zhiming Huang, et al. ∙

research

∙ 04/13/2020

Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progress Made Since 2016

A brain-computer interface (BCI) enables a user to communicate with a co...

0 Dongrui Wu, et al. ∙

research

∙ 04/13/2020

Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progresses Since 2016

A brain-computer interface (BCI) enables a user to communicate directly ...

0 Dongrui Wu, et al. ∙

research

∙ 04/02/2020

Guided Variational Autoencoder for Disentanglement Learning

We propose an algorithm, guided variational autoencoder (Guided-VAE), th...

9 Zheng Ding, et al. ∙

research

∙ 10/13/2019

Neural Program Synthesis By Self-Learning

Neural inductive program synthesis is a task generating instructions tha...

0 Yifan Xu, et al. ∙

research

∙ 10/13/2019

Rethinking Exposure Bias In Language Modeling

Exposure bias describes the phenomenon that a language model trained und...

0 Yifan Xu, et al. ∙

research

∙ 09/25/2019

EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training

Drowsy driving is pervasive, and also a major cause of traffic accidents...

10 Yuqi Cuui, et al. ∙

research

∙ 08/22/2019

Multi-Task Deep Learning with Dynamic Programming for Embryo Early Development Stage Classification from Time-Lapse Videos

Time-lapse is a technology used to record the development of embryos dur...

0 Zihan Liu, et al. ∙

research

∙ 02/16/2019

LISA: a MATLAB package for Longitudinal Image Sequence Analysis

Large sequences of images (or movies) can now be obtained on an unpreced...

4 Jang Ik Cho, et al. ∙

research

∙ 06/28/2018

A NUMA-Aware Provably-Efficient Task-Parallel Platform Based on the Work-First Principle

Task parallelism is designed to simplify the task of parallel programmin...

0 Justin Deters, et al. ∙

research

∙ 03/30/2018

SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters

Deep neural networks have enjoyed remarkable success for various vision ...

0 Yifan Xu, et al. ∙

Yifan Xu

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