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08/29/2023
Pose-Free Neural Radiance Fields via Implicit Pose Regularization
Pose-free neural radiance fields (NeRF) aim to train NeRF with unposed m...
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08/09/2023
WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields
Neural Radiance Field (NeRF) has shown impressive performance in novel v...
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05/31/2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds
In the past decade, deep neural networks have achieved significant progr...
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05/19/2023
A Novel Tensor Factorization-Based Method with Robustness to Inaccurate Rank Estimation
This study aims to solve the over-reliance on the rank estimation strate...
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04/18/2023
Audio-Driven Talking Face Generation with Diverse yet Realistic Facial Animations
Audio-driven talking face generation, which aims to synthesize talking f...
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03/11/2023
FAC: 3D Representation Learning via Foreground Aware Feature Contrast
Contrastive learning has recently demonstrated great potential for unsup...
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12/22/2022
Restoring Vision in Hazy Weather with Hierarchical Contrastive Learning
Image restoration under hazy weather condition, which is called single i...
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08/04/2022
Latent Multi-Relation Reasoning for GAN-Prior based Image Super-Resolution
Recently, single image super-resolution (SR) under large scaling factors...
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07/06/2022
VMRF: View Matching Neural Radiance Fields
Neural Radiance Fields (NeRF) have demonstrated very impressive performa...
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05/11/2022
DcnnGrasp: Towards Accurate Grasp Pattern Recognition with Adaptive Regularizer Learning
The task of grasp pattern recognition aims to derive the applicable gras...
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03/29/2022
Infrared and Visible Image Fusion via Interactive Compensatory Attention Adversarial Learning
The existing generative adversarial fusion methods generally concatenate...
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02/09/2021
Referring Segmentation in Images and Videos with Cross-Modal Self-Attention Network
We consider the problem of referring segmentation in images and videos w...
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09/24/2020
Self-Weighted Robust LDA for Multiclass Classification with Edge Classes
Linear discriminant analysis (LDA) is a popular technique to learn the m...
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05/09/2019
Pretrain Soft Q-Learning with Imperfect Demonstrations
Pretraining reinforcement learning methods with demonstrations has been ...
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01/31/2018
Pretraining Deep Actor-Critic Reinforcement Learning Algorithms With Expert Demonstrations
Pretraining with expert demonstrations have been found useful in speedin...
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09/26/2014