b'Shuo Chen'

research

∙ 07/24/2023

A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models

Prompt engineering is a technique that involves augmenting a large pre-t...

0 Jindong Gu, et al. ∙

research

∙ 07/21/2023

Distribution Shift Matters for Knowledge Distillation with Webly Collected Images

Knowledge distillation aims to learn a lightweight student network from ...

0 Jialiang Tang, et al. ∙

research

∙ 07/03/2023

Minimizing Age of Information for Mobile Edge Computing Systems: A Nested Index Approach

Exploiting the computational heterogeneity of mobile devices and edge no...

0 Shuo Chen, et al. ∙

research

∙ 06/16/2023

Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation

This paper investigates the problem of scene graph generation in videos ...

8 Shuo Chen, et al. ∙

research

∙ 06/03/2023

Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models

Various adaptation methods, such as LoRA, prompts, and adapters, have be...

0 Shuo Chen, et al. ∙

research

∙ 05/31/2023

Residual Spectrum Applied in Brain Functional Connectivity

Coherence is a widely used measure to assess linear relationships betwee...

0 Yuichi Goto, et al. ∙

research

∙ 04/28/2023

On Underdamped Nesterov's Acceleration

The high-resolution differential equation framework has been proven to b...

0 Shuo Chen, et al. ∙

research

∙ 04/17/2023

An Ethereum-compatible blockchain that explicates and ensures design-level safety properties for smart contracts

Smart contracts are crucial elements of decentralized technologies, but ...

0 Nikolaj Bjorner, et al. ∙

research

∙ 04/17/2023

A New Representation of Uniform-Block Matrix and Applications

A covariance matrix with a special pattern (e.g., sparsity or block stru...

0 Yifan Yang, et al. ∙

research

∙ 03/14/2023

BlinkFlow: A Dataset to Push the Limits of Event-based Optical Flow Estimation

Event cameras provide high temporal precision, low data rates, and high ...

0 Yijin Li, et al. ∙

research

∙ 03/06/2023

The Effect of Substance Use on Brain Ageing: A New Causal Inference Framework for Incomplete and Massive Phenomic Data

Although substance use is known to be associated with cognitive decline ...

0 Chixiang Chen, et al. ∙

research

∙ 03/06/2023

An Efficient Data Integration Scheme for Synthesizing Information from Multiple Secondary Datasets for the Parameter Inference of the Main Analysis

Many observational studies and clinical trials collect various secondary...

0 Chixiang Chen, et al. ∙

research

∙ 03/06/2023

Integrative data analysis where partial covariates have complex non-linear effects by using summary information from a real-world data

A full parametric and linear specification may be insufficient to captur...

0 Jia Liang, et al. ∙

research

∙ 02/03/2023

Covariance estimation with uniform blocks

Estimating a covariance matrix is central to high-dimensional data analy...

0 Yifan Yang, et al. ∙

research

∙ 12/29/2022

Multi-Agent Deep Reinforcement Learning Based Resource Management in SWIPT Enabled Cellular Networks with H2H/M2M Co-Existence

Machine-to-Machine (M2M) communication is crucial in developing Internet...

0 Xuehua Li, et al. ∙

research

∙ 12/12/2022

Revisiting the acceleration phenomenon via high-resolution differential equations

Nesterov's accelerated gradient descent (NAG) is one of the milestones i...

0 Shuo Chen, et al. ∙

research

∙ 11/22/2022

Decision-making with Imaginary Opponent Models

Opponent modeling has benefited a controlled agent's decision-making by ...

0 Jing Sun, et al. ∙

research

∙ 11/21/2022

Backdoor Attacks on Multiagent Collaborative Systems

Backdoor attacks on reinforcement learning implant a backdoor in a victi...

0 Shuo Chen, et al. ∙

research

∙ 11/20/2022

R2-MLP: Round-Roll MLP for Multi-View 3D Object Recognition

Recently, vision architectures based exclusively on multi-layer perceptr...

0 Shuo Chen, et al. ∙

research

∙ 11/17/2022

Social Networks are Divulging Your Identity behind Crypto Addresses

Cryptocurrencies, such as Bitcoin and Ethereum, are becoming increasingl...

0 Shuo Chen, et al. ∙

research

∙ 10/02/2022

IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View Synthesis

We present intrinsic neural radiance fields, dubbed IntrinsicNeRF, that ...

16 Weicai Ye, et al. ∙

research

∙ 09/19/2022

Gradient Norm Minimization of Nesterov Acceleration: o(1/k^3)

In the history of first-order algorithms, Nesterov's accelerated gradien...

11 Shuo Chen, et al. ∙

research

∙ 08/31/2022

Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks

Optical Coherence Tomography(OCT) is a non-invasive technique capturing ...

4 Shuo Chen, et al. ∙

research

∙ 08/27/2022

Extra DoF of Near-Field Holographic MIMOCommunications Leveraging Evanescent Waves

In this letter, we consider transceivers with spatially-constrained ante...

0 Ran Ji, et al. ∙

research

∙ 04/26/2022

Robust Audio-Visual Instance Discrimination via Active Contrastive Set Mining

The recent success of audio-visual representation learning can be largel...

0 Hanyu Xuan, et al. ∙

research

∙ 03/24/2022

Industrial Style Transfer with Large-scale Geometric Warping and Content Preservation

We propose a novel style transfer method to quickly create a new visual ...

10 Jinchao Yang, et al. ∙

research

∙ 02/18/2022

Decentralized Verifiable Mail-in Ballot Counting for Postal Voting

As computer vision is prevalently used for mail-in ballot processing and...

0 Peichen Xie, et al. ∙

research

∙ 10/25/2021

Diagnosing Errors in Video Relation Detectors

Video relation detection forms a new and challenging problem in computer...

1 Shuo Chen, et al. ∙

research

∙ 10/25/2021

MVT: Multi-view Vision Transformer for 3D Object Recognition

Inspired by the great success achieved by CNN in image recognition, view...

0 Shuo Chen, et al. ∙

research

∙ 10/23/2021

Spectrum-to-Kernel Translation for Accurate Blind Image Super-Resolution

Deep-learning based Super-Resolution (SR) methods have exhibited promisi...

0 Guangpin Tao, et al. ∙

research

∙ 09/20/2021

Can We Leverage Predictive Uncertainty to Detect Dataset Shift and Adversarial Examples in Android Malware Detection?

The deep learning approach to detecting malicious software (malware) is ...

0 Deqiang Li, et al. ∙

research

∙ 08/18/2021

Social Fabric: Tubelet Compositions for Video Relation Detection

This paper strives to classify and detect the relationship between objec...

6 Shuo Chen, et al. ∙

research

∙ 07/13/2021

Argus: A Fully Transparent Incentive System for Anti-Piracy Campaigns (Extended Version)

Anti-piracy is fundamentally a procedure that relies on collecting data ...

0 Xian Zhang, et al. ∙

research

∙ 05/31/2021

Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model

Inspired by biological evolution, we explain the rationality of Vision T...

0 Jiangning Zhang, et al. ∙

research

∙ 05/11/2021

Agatha: Smart Contract for DNN Computation

Smart contract is one of the core features of Ethereum and has inspired ...

0 Zihan Zheng, et al. ∙

research

∙ 03/30/2021

Contrastive Embedding for Generalized Zero-Shot Learning

Generalized zero-shot learning (GZSL) aims to recognize objects from bot...

0 Zongyan Han, et al. ∙

research

∙ 03/01/2021

DR-TANet: Dynamic Receptive Temporal Attention Network for Street Scene Change Detection

Street scene change detection continues to capture researchers' interest...

0 Shuo Chen, et al. ∙

research

∙ 02/22/2020

Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction

Recent works have demonstrated that deep learning (DL) based compressed ...

0 Jiangpeng Yan, et al. ∙

research

∙ 02/23/2019

GANSynth: Adversarial Neural Audio Synthesis

Efficient audio synthesis is an inherently difficult machine learning ta...

20 Jesse Engel, et al. ∙

research

∙ 12/20/2018

Formal Specification and Verification of Smart Contracts for Azure Blockchain

In this paper, we describe the formal verification of Smart Contracts of...

0 Shuvendu K. Lahiri, et al. ∙

research

∙ 02/09/2018

Adversarial Metric Learning

In the past decades, intensive efforts have been put to design various l...

0 Shuo Chen, et al. ∙

research

∙ 01/16/2018

Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift

This paper first answers the question "why do the two most powerful tech...

0 Xiang Li, et al. ∙

research

∙ 11/28/2017

An Efficient Fog-Assisted Unstable Sensor Detection Scheme with Privacy Preserved

The Internet of Thing (IoT) has been a hot topic in both research commun...

0 Shuo Chen, et al. ∙

research

∙ 09/28/2016

Deep Multi-Species Embedding

Understanding how species are distributed across landscapes over time is...

0 Di Chen, et al. ∙

Shuo Chen

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