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01/30/2023
Adversarial Style Augmentation for Domain Generalization
It is well-known that the performance of well-trained deep neural networ...
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11/13/2022
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning
Masked autoencoder has demonstrated its effectiveness in self-supervised...
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04/14/2022
Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling
Temporal modeling is crucial for video super-resolution. Most of the vid...
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03/19/2022
Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection from Point Clouds
Transformer has demonstrated promising performance in many 2D vision tas...
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03/18/2022
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation
Domain adaptive semantic segmentation aims to learn a model with the sup...
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03/18/2022
A Dual Weighting Label Assignment Scheme for Object Detection
Label assignment (LA), which aims to assign each training sample a posit...
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03/15/2022
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization
Arbitrary style transfer (AST) and domain generalization (DG) are import...
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07/30/2021