Unlearning and Model Editing Workshop and Challenge

Genm: The Generative Machine Unlearning Challenge

Kartik Thakral,

Shreyansh Pathak,

Tamar Glaser,

Tal Hassner,

Diego Garcia-Olano,

Iacopo Masi,

Richa Singh,

Mayank Vatsa

[pdf]

[bibtex]

@InProceedings{Thakral_2025_ICCV, author = {Thakral, Kartik and Pathak, Shreyansh and Glaser, Tamar and Hassner, Tal and Garcia-Olano, Diego and Masi, Iacopo and Singh, Richa and Vatsa, Mayank}, title = {Genm: The Generative Machine Unlearning Challenge}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2554-2562} }

QAQ: Quality Adaptive Quantization for LLM KV Cache

Wen Cheng,

Shichen Dong,

Jiayu Qin,

Wei Wang

[pdf] [arXiv]

[bibtex]

@InProceedings{Cheng_2025_ICCV, author = {Cheng, Wen and Dong, Shichen and Qin, Jiayu and Wang, Wei}, title = {QAQ: Quality Adaptive Quantization for LLM KV Cache}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2563-2571} }

Bias-Aware Machine Unlearning: Towards Fairer Vision Models via Controllable Forgetting

Sai Siddhartha Chary Aylapuram,

Veeraraju Elluru,

Shivang Agarwal

[pdf] [arXiv]

[bibtex]

@InProceedings{Aylapuram_2025_ICCV, author = {Aylapuram, Sai Siddhartha Chary and Elluru, Veeraraju and Agarwal, Shivang}, title = {Bias-Aware Machine Unlearning: Towards Fairer Vision Models via Controllable Forgetting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2592-2600} }

Guardians of Generation: Dynamic Inference-Time Copyright Shielding with Adaptive Guidance for AI Image Generation

Soham Roy,

Abhishek Mishra,

Aakash Sen Sharma,

Shirish Karande,

Murari Mandal

[pdf] [supp]

[bibtex]

@InProceedings{Roy_2025_ICCV, author = {Roy, Soham and Mishra, Abhishek and Sharma, Aakash Sen and Karande, Shirish and Mandal, Murari}, title = {Guardians of Generation: Dynamic Inference-Time Copyright Shielding with Adaptive Guidance for AI Image Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2572-2582} }

Segmentation by Merging Models Specialized to Each Class

Kazuya Shibata,

Kazuhiro Hotta

[pdf]

[bibtex]

@InProceedings{Shibata_2025_ICCV, author = {Shibata, Kazuya and Hotta, Kazuhiro}, title = {Segmentation by Merging Models Specialized to Each Class}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {2583-2591} }