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20212023
most citedViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation

13 citations · 28 across the 15 of their papers we have counts for

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Showing 2023Show all

6 papers · 1 filter

cs.CV2023

NTO3D: Neural Target Object 3D Reconstruction with Segment Anything

Xiaobao Wei, Renrui Zhang, Jiarui Wu +4

Neural 3D reconstruction from multi-view images has recently attracted increasing attention from the community. Existing methods normally learn a neural field for the whole scene,…

cs.CV2023

QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection

Yifan Zhang, Zhen Dong, Huanrui Yang +6

Multi-view 3D detection based on BEV (bird-eye-view) has recently achieved significant improvements. However, the huge memory consumption of state-of-the-art models makes it hard t…

cs.CV2023★ 13 cited

ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation

Jiaming Liu, Senqiao Yang, Peidong Jia +5

Since real-world machine systems are running in non-stationary environments, Continual Test-Time Adaptation (CTTA) task is proposed to adapt the pre-trained model to continually ch…

cs.CV2023

A Comprehensive Comparison of Projections in Omnidirectional Super-Resolution

Huicheng Pi, Senmao Tian, Ming Lu +3

Super-Resolution (SR) has gained increasing research attention over the past few years. With the development of Deep Neural Networks (DNNs), many super-resolution methods based on…

cs.CV2023

CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large Input

Senmao Tian, Ming Lu, Jiaming Liu +3

With the development of high-definition display devices, the practical scenario of Super-Resolution (SR) usually needs to super-resolve large input like 2K to higher resolution (4K…

cs.CV2023★ 5 cited

WM-MoE: Weather-aware Multi-scale Mixture-of-Experts for Blind Adverse Weather Removal

Yulin Luo, Rui Zhao, Xiaobao Wei +7

Adverse weather removal tasks like deraining, desnowing, and dehazing are usually treated as separate tasks. However, in practical autonomous driving scenarios, the type, intensity…