6th Workshop on Closing the Loop Between Vision and Language (Decade Mark)

AutoConcept: Unsupervised Extraction of Constituent Concepts from Single Image

Pranav Singh Chib,

Kirtankumar Vijaykumar Patel,

Mudit Gupta,

Pise Ashutosh Kalidas,

Pravendra Singh

[pdf] [supp]

[bibtex]

@InProceedings{Chib_2025_ICCV, author = {Chib, Pranav Singh and Patel, Kirtankumar Vijaykumar and Gupta, Mudit and Kalidas, Pise Ashutosh and Singh, Pravendra}, title = {AutoConcept: Unsupervised Extraction of Constituent Concepts from Single Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {5863-5873} }

STORM: Token-Efficient Long Video Understanding for Multimodal LLMs

Jindong Jiang,

Xiuyu Li,

Zhijian Liu,

Muyang Li,

Guo Chen,

Zhiqi Li,

De-An Huang,

Guilin Liu,

Zhiding Yu,

Kurt Keutzer,

Sungjin Ahn,

Jan Kautz,

Hongxu Yin,

Yao Lu,

Song Han,

Wonmin Byeon

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Jiang_2025_ICCV, author = {Jiang, Jindong and Li, Xiuyu and Liu, Zhijian and Li, Muyang and Chen, Guo and Li, Zhiqi and Huang, De-An and Liu, Guilin and Yu, Zhiding and Keutzer, Kurt and Ahn, Sungjin and Kautz, Jan and Yin, Hongxu and Lu, Yao and Han, Song and Byeon, Wonmin}, title = {STORM: Token-Efficient Long Video Understanding for Multimodal LLMs}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {5830-5841} }

PLOT-TAL: Prompt-Learning with Optimal Transport for Few-Shot Temporal Action Localization

Edward Fish,

Andrew Gilbert

[pdf]

[bibtex]

@InProceedings{Fish_2025_ICCV, author = {Fish, Edward and Gilbert, Andrew}, title = {PLOT-TAL: Prompt-Learning with Optimal Transport for Few-Shot Temporal Action Localization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {5853-5862} }

Context-Aware Image Caption Editing via Hallucination-Resistant Visual Instruction Tuning

Yoonhyung Kim,

Byung Ok Kang,

Hwa Jeon Song

[pdf]

[bibtex]

@InProceedings{Kim_2025_ICCV, author = {Kim, Yoonhyung and Kang, Byung Ok and Song, Hwa Jeon}, title = {Context-Aware Image Caption Editing via Hallucination-Resistant Visual Instruction Tuning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {5842-5852} }

Noise is an Efficient Learner for Zero-Shot Vision-Language Models

Raza Imam,

Asif Hanif,

Jian Zhang,

Khaled Waleed Dawoud,

Yova Kementchedjhieva,

Mohammad Yaqub

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Imam_2025_ICCV, author = {Imam, Raza and Hanif, Asif and Zhang, Jian and Dawoud, Khaled Waleed and Kementchedjhieva, Yova and Yaqub, Mohammad}, title = {Noise is an Efficient Learner for Zero-Shot Vision-Language Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {5820-5829} }