b'Jing Dong'

research

∙ 08/24/2023

Project Aria: A New Tool for Egocentric Multi-Modal AI Research

Egocentric, multi-modal data as available on future augmented reality (A...

0 Kiran Somasundaram, et al. ∙

research

∙ 08/19/2023

DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning

Communication lays the foundation for cooperation in human society and i...

0 Canzhe Zhao, et al. ∙

research

∙ 08/07/2023

GaFET: Learning Geometry-aware Facial Expression Translation from In-The-Wild Images

While current face animation methods can manipulate expressions individu...

0 Tianxiang Ma, et al. ∙

research

∙ 08/01/2023

Context-Aware Talking-Head Video Editing

Talking-head video editing aims to efficiently insert, delete, and subst...

0 Songlin Yang, et al. ∙

research

∙ 07/30/2023

InfoStyler: Disentanglement Information Bottleneck for Artistic Style Transfer

Artistic style transfer aims to transfer the style of an artwork to a ph...

0 Yueming Lyu, et al. ∙

research

∙ 06/27/2023

Free-style and Fast 3D Portrait Synthesis

Efficiently generating a free-style 3D portrait with high quality and co...

0 Tianxiang Ma, et al. ∙

research

∙ 06/26/2023

3D-Aware Adversarial Makeup Generation for Facial Privacy Protection

The privacy and security of face data on social media are facing unprece...

0 Yueming Lyu, et al. ∙

research

∙ 06/19/2023

Taming the Exponential Action Set: Sublinear Regret and Fast Convergence to Nash Equilibrium in Online Congestion Games

The congestion game is a powerful model that encompasses a range of engi...

0 Jing Dong, et al. ∙

research

∙ 06/12/2023

General Transformation for Consistent Online Approximation Algorithms

We introduce a transformation framework that can be utilized to develop ...

0 Jing Dong, et al. ∙

research

∙ 05/11/2023

Decentralization and Acceleration Enables Large-Scale Bundle Adjustment

Scaling to arbitrarily large bundle adjustment problems requires data an...

0 Taosha Fan, et al. ∙

research

∙ 04/17/2023

Collaborative Feature Learning for Fine-grained Facial Forgery Detection and Segmentation

Detecting maliciously falsified facial images and videos has attracted e...

3 Weinan Guan, et al. ∙

research

∙ 03/11/2023

DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation

Text-driven image manipulation remains challenging in training or infere...

0 Yueming Lyu, et al. ∙

research

∙ 03/09/2023

RiDDLE: Reversible and Diversified De-identification with Latent Encryptor

This work presents RiDDLE, short for Reversible and Diversified De-ident...

0 Dongze Li, et al. ∙

research

∙ 03/02/2023

Robust, High-Precision GNSS Carrier-Phase Positioning with Visual-Inertial Fusion

Robust, high-precision global localization is fundamental to a wide rang...

0 Erqun Dong, et al. ∙

research

∙ 02/19/2023

Designing a 3D-Aware StyleNeRF Encoder for Face Editing

GAN inversion has been exploited in many face manipulation tasks, but 2D...

5 Songlin Yang, et al. ∙

research

∙ 02/03/2023

CFFT-GAN: Cross-domain Feature Fusion Transformer for Exemplar-based Image Translation

Exemplar-based image translation refers to the task of generating images...

0 Tianxiang Ma, et al. ∙

research

∙ 02/03/2023

Semantic 3D-aware Portrait Synthesis and Manipulation Based on Compositional Neural Radiance Field

Recently 3D-aware GAN methods with neural radiance field have developed ...

0 Tianxiang Ma, et al. ∙

research

∙ 02/02/2023

Visual Realism Assessment for Face-swap Videos

Deep-learning based face-swap videos, also known as deep fakes, are beco...

0 Xianyun Sun, et al. ∙

research

∙ 09/28/2022

Online Policy Optimization for Robust MDP

Reinforcement learning (RL) has exceeded human performance in many synth...

0 Jing Dong, et al. ∙

research

∙ 07/19/2022

Theseus: A Library for Differentiable Nonlinear Optimization

We present Theseus, an efficient application-agnostic open source librar...

24 Luis Pineda, et al. ∙

research

∙ 06/30/2022

DFGC 2022: The Second DeepFake Game Competition

This paper presents the summary report on our DFGC 2022 competition. The...

0 Bo Peng, et al. ∙

research

∙ 06/06/2022

Learning to Control under Time-Varying Environment

This paper investigates the problem of regret minimization in linear tim...

0 Yuzhen Han, et al. ∙

research

∙ 05/30/2022

Exposing Fine-grained Adversarial Vulnerability of Face Anti-spoofing Models

Adversarial attacks seriously threaten the high accuracy of face anti-sp...

0 Songlin Yang, et al. ∙

research

∙ 05/17/2022

Can We Do Better Than Random Start? The Power of Data Outsourcing

Many organizations have access to abundant data but lack the computation...

0 Yi Chen, et al. ∙

research

∙ 04/25/2022

Algorithms and Theory for Supervised Gradual Domain Adaptation

The phenomenon of data distribution evolving over time has been observed...

0 Jing Dong, et al. ∙

research

∙ 04/05/2022

iSDF: Real-Time Neural Signed Distance Fields for Robot Perception

We present iSDF, a continual learning system for real-time signed distan...

3 Joseph Ortiz, et al. ∙

research

∙ 03/07/2022

Convergence Speed and Approximation Accuracy of Numerical MCMC

When implementing Markov Chain Monte Carlo (MCMC) algorithms, perturbati...

0 Tiangang Cui, et al. ∙

research

∙ 02/28/2022

Provably Efficient Convergence of Primal-Dual Actor-Critic with Nonlinear Function Approximation

We study the convergence of the actor-critic algorithm with nonlinear fu...

0 Jing Dong, et al. ∙

research

∙ 02/06/2022

Stochastic Gradient Descent with Dependent Data for Offline Reinforcement Learning

In reinforcement learning (RL), offline learning decoupled learning from...

0 Jing Dong, et al. ∙

research

∙ 01/25/2022

Differentially Private Temporal Difference Learning with Stochastic Nonconvex-Strongly-Concave Optimization

Temporal difference (TD) learning is a widely used method to evaluate po...

0 Canzhe Zhao, et al. ∙

research

∙ 09/29/2021

Detailed Region-Adaptive Normalization for Heavy Makeup Transfer

In recent years, facial makeup transfer has attracted growing attention ...

0 Yueming Lyu, et al. ∙

research

∙ 09/09/2021

Incentivizing an Unknown Crowd

Motivated by the common strategic activities in crowdsourcing labeling, ...

0 Jing Dong, et al. ∙

research

∙ 07/19/2021

A Systematical Solution for Face De-identification

With the identity information in face data more closely related to perso...

0 Songlin Yang, et al. ∙

research

∙ 06/02/2021

DFGC 2021: A DeepFake Game Competition

This paper presents a summary of the DFGC 2021 competition. DeepFake tec...

11 Bo Peng, et al. ∙

research

∙ 05/31/2021

Transferable Sparse Adversarial Attack

Deep neural networks have shown their vulnerability to adversarial attac...

0 Ziwen He, et al. ∙

research

∙ 05/24/2021

Face Anonymization by Manipulating Decoupled Identity Representation

Privacy protection on human biological information has drawn increasing ...

0 Tianxiang Ma, et al. ∙

research

∙ 05/24/2021

Cascading Bandit under Differential Privacy

This paper studies differential privacy (DP) and local differential priv...

1 Kun Wang, et al. ∙

research

∙ 04/28/2021

Robust Face-Swap Detection Based on 3D Facial Shape Information

Maliciously-manipulated images or videos - so-called deep fakes - especi...

3 Weinan Guan, et al. ∙

research

∙ 04/21/2021

SOGAN: 3D-Aware Shadow and Occlusion Robust GAN for Makeup Transfer

In recent years, virtual makeup applications have become more and more p...

11 Yueming Lyu, et al. ∙

research

∙ 03/26/2021

Distributed Client-Server Optimization for SLAM with Limited On-Device Resources

Simultaneous localization and mapping (SLAM) is a crucial functionality ...

0 Yetong Zhang, et al. ∙

research

∙ 02/25/2021

Combinatorial Bandits under Strategic Manipulations

We study the problem of combinatorial multi-armed bandits (CMAB) under s...

0 Jing Dong, et al. ∙

research

∙ 01/09/2021

Exploring Adversarial Fake Images on Face Manifold

Images synthesized by powerful generative adversarial network (GAN) base...

14 Dongze Li, et al. ∙

research

∙ 12/03/2020

Distributed Thompson Sampling

We study a cooperative multi-agent multi-armed bandits with M agents and...

0 Jing Dong, et al. ∙

research

∙ 11/18/2020

MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation

Pose-guided person image generation usually involves using paired source...

5 Tianxiang Ma, et al. ∙

research

∙ 07/06/2020

TLIO: Tight Learned Inertial Odometry

In this work we propose a tightly-coupled Extended Kalman Filter framewo...

0 Wenxin Liu, et al. ∙

research

∙ 07/04/2020

Accelerating Nonconvex Learning via Replica Exchange Langevin Diffusion

Langevin diffusion is a powerful method for nonconvex optimization, whic...

0 Yi Chen, et al. ∙

research

∙ 06/29/2020

Spectral Gap of Replica Exchange Langevin Diffusion on Mixture Distributions

Langevin diffusion (LD) is one of the main workhorses for sampling probl...

0 Jing Dong, et al. ∙

research

∙ 04/03/2020

Learning Pose-invariant 3D Object Reconstruction from Single-view Images

Learning to reconstruct 3D shapes using 2D images is an active research ...

12 Bo Peng, et al. ∙

research

∙ 02/22/2020

Temporal Sparse Adversarial Attack on Gait Recognition

Gait recognition has a broad application in social security due to its a...

6 Ziwen He, et al. ∙

research

∙ 01/23/2020

Replica Exchange for Non-Convex Optimization

Gradient descent (GD) is known to converge quickly for convex objective ...

0 Jing Dong, et al. ∙

Jing Dong

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