4th Workshop on Physics Based Vision meets Deep Learning (PBDL2024)

Generating Material-Aware 3D Models from Sparse Views

Shi Mao,

Chenming Wu,

Ran Yi,

Zhelun Shen,

Liangjun Zhang,

Wolfgang Heidrich

[pdf]

[bibtex]

@InProceedings{Mao_2024_CVPR, author = {Mao, Shi and Wu, Chenming and Yi, Ran and Shen, Zhelun and Zhang, Liangjun and Heidrich, Wolfgang}, title = {Generating Material-Aware 3D Models from Sparse Views}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1400-1409} }

Generalized Foggy-Scene Semantic Segmentation by Frequency Decoupling

Qi Bi,

Shaodi You,

Theo Gevers

[pdf]

[bibtex]

@InProceedings{Bi_2024_CVPR, author = {Bi, Qi and You, Shaodi and Gevers, Theo}, title = {Generalized Foggy-Scene Semantic Segmentation by Frequency Decoupling}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1389-1399} }

Physics Based Camera Privacy: Lens and Network Co-Design to the Rescue

Marius Dufraisse,

Marcela Carvalho,

Pauline Trouvé-Peloux,

Frédéric Champagnat

[pdf]

[bibtex]

@InProceedings{Dufraisse_2024_CVPR, author = {Dufraisse, Marius and Carvalho, Marcela and Trouv\'e-Peloux, Pauline and Champagnat, Fr\'ed\'eric}, title = {Physics Based Camera Privacy: Lens and Network Co-Design to the Rescue}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1410-1419} }

GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Jiaxi Lv,

Yi Huang,

Mingfu Yan,

Jiancheng Huang,

Jianzhuang Liu,

Yifan Liu,

Yafei Wen,

Xiaoxin Chen,

Shifeng Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Lv_2024_CVPR, author = {Lv, Jiaxi and Huang, Yi and Yan, Mingfu and Huang, Jiancheng and Liu, Jianzhuang and Liu, Yifan and Wen, Yafei and Chen, Xiaoxin and Chen, Shifeng}, title = {GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1430-1440} }

Computational Spectral Imaging with Unified Encoding Model and Beyond

Xinyuan Liu,

Lingen Li,

Lin Zhu,

Lizhi Wang

[pdf] [supp]

[bibtex]

@InProceedings{Liu_2024_CVPR, author = {Liu, Xinyuan and Li, Lingen and Zhu, Lin and Wang, Lizhi}, title = {Computational Spectral Imaging with Unified Encoding Model and Beyond}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1368-1378} }

Imaging Signal Recovery Using Neural Network Priors Under Uncertain Forward Model Parameters

Xiwen Chen,

Wenhui Zhu,

Peijie Qiu,

Abolfazl Razi

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2024_CVPR, author = {Chen, Xiwen and Zhu, Wenhui and Qiu, Peijie and Razi, Abolfazl}, title = {Imaging Signal Recovery Using Neural Network Priors Under Uncertain Forward Model Parameters}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1420-1429} }

ViTKD: Feature-based Knowledge Distillation for Vision Transformers

Zhendong Yang,

Zhe Li,

Ailing Zeng,

Zexian Li,

Chun Yuan,

Yu Li

[pdf]

[bibtex]

@InProceedings{Yang_2024_CVPR, author = {Yang, Zhendong and Li, Zhe and Zeng, Ailing and Li, Zexian and Yuan, Chun and Li, Yu}, title = {ViTKD: Feature-based Knowledge Distillation for Vision Transformers}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1379-1388} }

Point-Supervised Semantic Segmentation of Natural Scenes via Hyperspectral Imaging

Tianqi Ren,

Qiu Shen,

Ying Fu,

Shaodi You

[pdf]

[bibtex]

@InProceedings{Ren_2024_CVPR, author = {Ren, Tianqi and Shen, Qiu and Fu, Ying and You, Shaodi}, title = {Point-Supervised Semantic Segmentation of Natural Scenes via Hyperspectral Imaging}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1357-1367} }

Gain-first or Exposure-first: Benchmark for Better Low-light Video Photography and Enhancement

Haiyang Jiang,

Zhihang Zhong,

Yinqiang Zheng

[pdf] [supp]

[bibtex]

@InProceedings{Jiang_2024_CVPR, author = {Jiang, Haiyang and Zhong, Zhihang and Zheng, Yinqiang}, title = {Gain-first or Exposure-first: Benchmark for Better Low-light Video Photography and Enhancement}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {1345-1356} }