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09/08/2023
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion
In recent years, video generation has become a prominent generative tool...
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01/18/2023
FPANet: Frequency-based Video Demoireing using Frame-level Post Alignment
Interference between overlapping gird patterns creates moire patterns, d...
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12/07/2022
Judge, Localize, and Edit: Ensuring Visual Commonsense Morality for Text-to-Image Generation
Text-to-image generation methods produce high-resolution and high-qualit...
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11/21/2022
LISA: Localized Image Stylization with Audio via Implicit Neural Representation
We present a novel framework, Localized Image Stylization with Audio (LI...
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11/10/2022
Zero-shot Visual Commonsense Immorality Prediction
Artificial intelligence is currently powering diverse real-world applica...
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10/07/2022
Resolving Class Imbalance for LiDAR-based Object Detector by Dynamic Weight Average and Contextual Ground Truth Sampling
An autonomous driving system requires a 3D object detector, which must p...
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08/30/2022
Robust Sound-Guided Image Manipulation
Recent successes suggest that an image can be manipulated by a text prom...
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07/21/2022
Grounding Visual Representations with Texts for Domain Generalization
Reducing the representational discrepancy between source and target doma...
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07/14/2022
Multi-Level Branched Regularization for Federated Learning
A critical challenge of federated learning is data heterogeneity and imb...
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07/07/2022
An Embedding-Dynamic Approach to Self-supervised Learning
A number of recent self-supervised learning methods have shown impressiv...
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07/02/2022
ORA3D: Overlap Region Aware Multi-view 3D Object Detection
In multi-view 3D object detection tasks, disparity supervision over over...
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06/02/2022
StopNet: Scalable Trajectory and Occupancy Prediction for Urban Autonomous Driving
We introduce a motion forecasting (behavior prediction) method that meet...
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04/20/2022
Sound-Guided Semantic Video Generation
The recent success in StyleGAN demonstrates that pre-trained StyleGAN la...
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03/08/2022
Occupancy Flow Fields for Motion Forecasting in Autonomous Driving
We propose Occupancy Flow Fields, a new representation for motion foreca...
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01/10/2022
Communication-Efficient Federated Learning with Acceleration of Global Momentum
Federated learning often suffers from unstable and slow convergence due ...
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11/30/2021
Sound-Guided Semantic Image Manipulation
The recent success of the generative model shows that leveraging the mul...
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10/28/2021
A Scenario-Based Platform for Testing Autonomous Vehicle Behavior Prediction Models in Simulation
Behavior prediction remains one of the most challenging tasks in the aut...
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04/20/2021
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization
In general, an experimental environment for deep learning assumes that t...
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05/08/2020
Attentional Bottleneck: Towards an Interpretable Deep Driving Network
Deep neural networks are a key component of behavior prediction and moti...
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11/16/2019
Grounding Human-to-Vehicle Advice for Self-driving Vehicles
Recent success suggests that deep neural control networks are likely to ...
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08/07/2019
HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction
Many researchers both in academia and industry have long been interested...
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03/24/2019
Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention
Inspired by human vision, we propose a new periphery-fovea multi-resolut...
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03/13/2019
Extended framework of Hamilton's principle applied to Duffing oscillation
The paper begins with a novel variational formulation of Duffing equatio...
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07/30/2018
Textual Explanations for Self-Driving Vehicles
Deep neural perception and control networks have become key components o...
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03/30/2017