Siyu Chen | DeepAI

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Featured Co-authors

Wei Zhang
393 publications
Hao Chen
339 publications
Michael I. Jordan
283 publications
Yu Qiao
242 publications
Dong Wang
238 publications
Hongsheng Li
185 publications
Ziwei Liu
178 publications
Yu Liu
160 publications
Liwei Wang
155 publications
Zhaoran Wang
121 publications
Zhuoran Yang
110 publications

∙ 07/26/2023

Actions Speak What You Want: Provably Sample-Efficient Reinforcement Learning of the Quantal Stackelberg Equilibrium from Strategic Feedbacks

We study reinforcement learning (RL) for learning a Quantal Stackelberg ...

0 Siyu Chen, et al. ∙

∙ 03/27/2023

Image Quality-aware Diagnosis via Meta-knowledge Co-embedding

Medical images usually suffer from image degradation in clinical practic...

0 Haoxuan Che, et al. ∙

∙ 03/20/2023

A Unified Framework of Policy Learning for Contextual Bandit with Confounding Bias and Missing Observations

We study the offline contextual bandit problem, where we aim to acquire ...

0 Siyu Chen, et al. ∙

∙ 03/15/2023

Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model

We study the incentivized information acquisition problem, where a princ...

0 Siyu Chen, et al. ∙

∙ 12/24/2022

DiP: Learning Discriminative Implicit Parts for Person Re-Identification

In person re-identification (ReID) tasks, many works explore the learnin...

0 Dengjie Li, et al. ∙

∙ 08/12/2022

The planted XY model: thermodynamics and inference

In this paper we study a fully connected planted spin glass named the pl...

0 Siyu Chen, et al. ∙

∙ 04/12/2022

Few-shot Forgery Detection via Guided Adversarial Interpolation

Realistic visual media synthesis is becoming a critical societal issue w...

3 Haonan Qiu, et al. ∙

∙ 03/16/2022

X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation

In computer vision, pre-training models based on largescale supervised l...

0 Yinan He, et al. ∙

∙ 12/27/2021

Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic

Actor-critic (AC) algorithms, empowered by neural networks, have had sig...

17 Yufeng Zhang, et al. ∙

∙ 10/01/2021

Video Temporal Relationship Mining for Data-Efficient Person Re-identification

This paper is a technical report to our submission to the ICCV 2021 VIPr...

10 Siyu Chen, et al. ∙

∙ 05/10/2021

Near Interference-Free Space-Time User Scheduling for MmWave Cellular Network

The highly directional beams applied in millimeter wave (mmWave) cellula...

0 Ziyuan Sha, et al. ∙

∙ 03/09/2021

ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis

The rapid progress of photorealistic synthesis techniques has reached at...

0 Yinan He, et al. ∙

∙ 09/15/2020

Managing network congestion with a tradable credit scheme: a trip-based MFD approach

This study investigates the efficiency and effectiveness of an area-base...

0 Renming Liu, et al. ∙

∙ 07/27/2020

RANDOM MASK: Towards Robust Convolutional Neural Networks

Robustness of neural networks has recently been highlighted by the adver...

20 Tiange Luo, et al. ∙

∙ 06/16/2020

1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020

This technical report introduces our winning solution to the spatio-temp...

0 Siyu Chen, et al. ∙

∙ 06/14/2020

Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization

Localizing persons and recognizing their actions from videos is a challe...

7 Junting Pan, et al. ∙

∙ 11/19/2019

Defective Convolutional Layers Learn Robust CNNs

Robustness of convolutional neural networks has recently been highlighte...

20 Tiange Luo, et al. ∙

∙ 05/28/2019

A Gram-Gauss-Newton Method Learning Overparameterized Deep Neural Networks for Regression Problems

First-order methods such as stochastic gradient descent (SGD) are curren...

0 Tianle Cai, et al. ∙

∙ 04/16/2019

A Deep Optimization Approach for Image Deconvolution

In blind image deconvolution, priors are often leveraged to constrain th...

0 Zhijian Luo, et al. ∙

∙ 04/16/2019

Deep Neural Network Based Hyperspectral Pixel Classification With Factorized Spectral-Spatial Feature Representation

Deep learning has been widely used for hyperspectral pixel classificatio...

20 Jingzhou Chen, et al. ∙

∙ 10/04/2018

Construction D^' Lattices from Quasi-Cyclic Low-Density Parity-Check Codes

Recently, Branco da Silva and Silva described an efficient encoding and ...

0 Siyu Chen, et al. ∙

∙ 02/07/2018

Spectral Image Visualization Using Generative Adversarial Networks

Spectral images captured by satellites and radio-telescopes are analyzed...

0 Siyu Chen, et al. ∙

∙ 01/20/2018

Visualization of Hyperspectral Images Using Moving Least Squares

Displaying the large number of bands in a hyper spectral image on a tric...

0 Danping Liao, et al. ∙

∙ 08/23/2017

Predicting Aesthetic Score Distribution through Cumulative Jensen-Shannon Divergence

Aesthetic quality prediction is a challenging task in the computer visio...

0 Xin Jin, et al. ∙

∙ 10/07/2016

Efficient Deep Aesthetic Image Classification using Connected Local and Global Features

In this paper we investigate the aesthetic image classification problem,...

0 Xin Jin, et al. ∙

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