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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...
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08/19/2023
DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning
Communication lays the foundation for cooperation in human society and i...
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08/07/2023
GaFET: Learning Geometry-aware Facial Expression Translation from In-The-Wild Images
While current face animation methods can manipulate expressions individu...
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08/01/2023
Context-Aware Talking-Head Video Editing
Talking-head video editing aims to efficiently insert, delete, and subst...
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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...
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06/27/2023
Free-style and Fast 3D Portrait Synthesis
Efficiently generating a free-style 3D portrait with high quality and co...
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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...
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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...
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06/12/2023
General Transformation for Consistent Online Approximation Algorithms
We introduce a transformation framework that can be utilized to develop ...
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05/11/2023
Decentralization and Acceleration Enables Large-Scale Bundle Adjustment
Scaling to arbitrarily large bundle adjustment problems requires data an...
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04/17/2023
Collaborative Feature Learning for Fine-grained Facial Forgery Detection and Segmentation
Detecting maliciously falsified facial images and videos has attracted e...
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03/11/2023
DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation
Text-driven image manipulation remains challenging in training or infere...
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03/09/2023
RiDDLE: Reversible and Diversified De-identification with Latent Encryptor
This work presents RiDDLE, short for Reversible and Diversified De-ident...
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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...
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02/19/2023
Designing a 3D-Aware StyleNeRF Encoder for Face Editing
GAN inversion has been exploited in many face manipulation tasks, but 2D...
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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...
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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 ...
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02/02/2023
Visual Realism Assessment for Face-swap Videos
Deep-learning based face-swap videos, also known as deep fakes, are beco...
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09/28/2022
Online Policy Optimization for Robust MDP
Reinforcement learning (RL) has exceeded human performance in many synth...
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07/19/2022
Theseus: A Library for Differentiable Nonlinear Optimization
We present Theseus, an efficient application-agnostic open source librar...
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06/30/2022
DFGC 2022: The Second DeepFake Game Competition
This paper presents the summary report on our DFGC 2022 competition. The...
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06/06/2022
Learning to Control under Time-Varying Environment
This paper investigates the problem of regret minimization in linear tim...
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05/30/2022
Exposing Fine-grained Adversarial Vulnerability of Face Anti-spoofing Models
Adversarial attacks seriously threaten the high accuracy of face anti-sp...
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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...
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04/25/2022
Algorithms and Theory for Supervised Gradual Domain Adaptation
The phenomenon of data distribution evolving over time has been observed...
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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...
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03/07/2022
Convergence Speed and Approximation Accuracy of Numerical MCMC
When implementing Markov Chain Monte Carlo (MCMC) algorithms, perturbati...
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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...
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02/06/2022
Stochastic Gradient Descent with Dependent Data for Offline Reinforcement Learning
In reinforcement learning (RL), offline learning decoupled learning from...
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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...
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09/29/2021
Detailed Region-Adaptive Normalization for Heavy Makeup Transfer
In recent years, facial makeup transfer has attracted growing attention ...
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09/09/2021
Incentivizing an Unknown Crowd
Motivated by the common strategic activities in crowdsourcing labeling, ...
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07/19/2021
A Systematical Solution for Face De-identification
With the identity information in face data more closely related to perso...
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06/02/2021
DFGC 2021: A DeepFake Game Competition
This paper presents a summary of the DFGC 2021 competition. DeepFake tec...
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05/31/2021
Transferable Sparse Adversarial Attack
Deep neural networks have shown their vulnerability to adversarial attac...
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05/24/2021
Face Anonymization by Manipulating Decoupled Identity Representation
Privacy protection on human biological information has drawn increasing ...
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05/24/2021
Cascading Bandit under Differential Privacy
This paper studies differential privacy (DP) and local differential priv...
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04/28/2021
Robust Face-Swap Detection Based on 3D Facial Shape Information
Maliciously-manipulated images or videos - so-called deep fakes - especi...
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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...
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03/26/2021
Distributed Client-Server Optimization for SLAM with Limited On-Device Resources
Simultaneous localization and mapping (SLAM) is a crucial functionality ...
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02/25/2021
Combinatorial Bandits under Strategic Manipulations
We study the problem of combinatorial multi-armed bandits (CMAB) under s...
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01/09/2021
Exploring Adversarial Fake Images on Face Manifold
Images synthesized by powerful generative adversarial network (GAN) base...
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12/03/2020
Distributed Thompson Sampling
We study a cooperative multi-agent multi-armed bandits with M agents and...
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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...
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07/06/2020
TLIO: Tight Learned Inertial Odometry
In this work we propose a tightly-coupled Extended Kalman Filter framewo...
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07/04/2020
Accelerating Nonconvex Learning via Replica Exchange Langevin Diffusion
Langevin diffusion is a powerful method for nonconvex optimization, whic...
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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...
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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 ...
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02/22/2020
Temporal Sparse Adversarial Attack on Gait Recognition
Gait recognition has a broad application in social security due to its a...
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01/23/2020