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03/23/2023
A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI
Generative AI has demonstrated impressive performance in various fields,...
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03/14/2023
Text-to-image Diffusion Model in Generative AI: A Survey
This survey reviews text-to-image diffusion models in the context that d...
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12/16/2022
CD-TTA: Compound Domain Test-time Adaptation for Semantic Segmentation
Test-time adaptation (TTA) has attracted significant attention due to it...
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11/21/2022
MATE: Masked Autoencoders are Online 3D Test-Time Learners
We propose MATE, the first Test-Time-Training (TTT) method designed for ...
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07/30/2022
A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond
Masked autoencoders are scalable vision learners, as the title of MAE <c...
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07/20/2022
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing
Machine learning is transforming the video editing industry. Recent adva...
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03/29/2022
Long-term Video Frame Interpolation via Feature Propagation
Video frame interpolation (VFI) works generally predict intermediate fra...
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02/11/2022
Noise Augmentation Is All You Need For FGSM Fast Adversarial Training: Catastrophic Overfitting And Robust Overfitting Require Different Augmentation
Adversarial training (AT) and its variants are the most effective approa...
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01/12/2022
Maximizing Self-supervision from Thermal Image for Effective Self-supervised Learning of Depth and Ego-motion
Recently, self-supervised learning of depth and ego-motion from thermal ...
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11/25/2021
Facial Depth and Normal Estimation using Single Dual-Pixel Camera
Many mobile manufacturers recently have adopted Dual-Pixel (DP) sensors ...
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11/10/2021
Self-Supervised Real-time Video Stabilization
Videos are a popular media form, where online video streaming has recent...
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09/01/2021
Category-Level Metric Scale Object Shape and Pose Estimation
Advances in deep learning recognition have led to accurate object detect...
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08/19/2021
VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction
To reconstruct a 3D scene from a set of calibrated views, traditional mu...
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03/04/2021
Optical Flow Estimation from a Single Motion-blurred Image
In most of computer vision applications, motion blur is regarded as an u...
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03/04/2021
Motion-blurred Video Interpolation and Extrapolation
Abrupt motion of camera or objects in a scene result in a blurry video, ...
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03/02/2021
A Brief Survey on Deep Learning Based Data Hiding, Steganography and Watermarking
Data hiding is the art of concealing messages with limited perceptual ch...
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03/01/2021
Unsupervised Depth and Ego-motion Estimation for Monocular Thermal Video using Multi-spectral Consistency Loss
Most of the deep-learning based depth and ego-motion networks have been ...
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10/26/2020
Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy
Recently, convolutional neural networks (CNNs) have made significant adv...
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06/19/2020
Video Panoptic Segmentation
Panoptic segmentation has become a new standard of visual recognition ta...
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05/05/2019
Deep Video Inpainting
Video inpainting aims to fill spatio-temporal holes with plausible conte...
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07/17/2018
