Workshop and Challenges for New Frontiers in Visual Language Reasoning: Compositionality, Prompts and Causality


Causalainer: Causal Explainer for Automatic Video Summarization
Jia-Hong Huang,
Chao-Han Huck Yang,
Pin-Yu Chen,
Min-Hung Chen,
Marcel Worring
[pdf] [arXiv]
[bibtex]
@InProceedings{Huang_2023_CVPR, author = {Huang, Jia-Hong and Yang, Chao-Han Huck and Chen, Pin-Yu and Chen, Min-Hung and Worring, Marcel}, title = {Causalainer: Causal Explainer for Automatic Video Summarization}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {2630-2636} }

Abstract Visual Reasoning Enabled by Language
Giacomo Camposampiero,
Loïc Houmard,
Benjamin Estermann,
Joël Mathys,
Roger Wattenhofer
[pdf]
[bibtex]
@InProceedings{Camposampiero_2023_CVPR, author = {Camposampiero, Giacomo and Houmard, Lo{\"\i}c and Estermann, Benjamin and Mathys, Jo\"el and Wattenhofer, Roger}, title = {Abstract Visual Reasoning Enabled by Language}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {2643-2647} }

Is Multimodal Vision Supervision Beneficial to Language?
Avinash Madasu,
Vasudev Lal
[pdf] [arXiv]
[bibtex]
@InProceedings{Madasu_2023_CVPR, author = {Madasu, Avinash and Lal, Vasudev}, title = {Is Multimodal Vision Supervision Beneficial to Language?}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {2637-2642} }

Learning CLIP Guided Visual-Text Fusion Transformer for Video-Based Pedestrian Attribute Recognition
Jun Zhu,
Jiandong Jin,
Zihan Yang,
Xiaohao Wu,
Xiao Wang
[pdf] [arXiv]
[bibtex]
@InProceedings{Zhu_2023_CVPR, author = {Zhu, Jun and Jin, Jiandong and Yang, Zihan and Wu, Xiaohao and Wang, Xiao}, title = {Learning CLIP Guided Visual-Text Fusion Transformer for Video-Based Pedestrian Attribute Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {2626-2629} }