Mustafa Shukor

According to our database, Mustafa Shukor authored at least 25 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval.

Mustafa Shukor, Nicolas Thome, Matthieu Cord

Comput. Vis. Image Underst., 2024

Skipping Computations in Multimodal LLMs.

Mustafa Shukor, Matthieu Cord

CoRR, 2024

A Concept-Based Explainability Framework for Large Multimodal Models.

Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord

CoRR, 2024

Zero-Shot Image Segmentation via Recursive Normalized Cut on Diffusion Features.

Paul Couairon, Mustafa Shukor, Jean-Emmanuel Haugeard, Matthieu Cord, Nicolas Thome

CoRR, 2024

Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs.

Mustafa Shukor, Matthieu Cord

CoRR, 2024

FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models.

Barbara Toniella Corradini, Mustafa Shukor, Paul Couairon, Guillaume Couairon, Franco Scarselli, Matthieu Cord

CoRR, 2024

Improved Baselines for Data-efficient Perceptual Augmentation of LLMs.

Théophane Vallaeys, Mustafa Shukor, Matthieu Cord, Jakob Verbeek

CoRR, 2024

Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning.

Mustafa Shukor, Alexandre Ramé, Corentin Dancette, Matthieu Cord

Proceedings of the Twelfth International Conference on Learning Representations, 2024

What Makes Multimodal In-Context Learning Work?

Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

UnIVAL: Unified Model for Image, Video, Audio and Language Tasks.

Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord

Trans. Mach. Learn. Res., 2023

Sci-Net: scale-invariant model for buildings segmentation from aerial imagery.

Hasan Nasrallah, Mustafa Shukor, Ali J. Ghandour

Signal Image Video Process., 2023

Zero-Shot Refinement of Buildings' Segmentation Models using SAM.

Ali Mayladan, Hasan Nasrallah, Hasan Moughnieh, Mustafa Shukor, Ali J. Ghandour

CoRR, 2023

Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation.

Abdul Karim Gizzini, Mustafa Shukor, Ali J. Ghandour

CoRR, 2023

Empirical Study of PEFT techniques for Winter Wheat Segmentation.

Mohamad Hasan Zahweh, Hasan Nasrallah, Mustafa Shukor, Ghaleb Faour, Ali J. Ghandour

CoRR, 2023

Unified Model for Image, Video, Audio and Language Tasks.

Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord

CoRR, 2023

Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards.

Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

eP-ALM: Efficient Perceptual Augmentation of Language Models.

Mustafa Shukor, Corentin Dancette, Matthieu Cord

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Structured Vision-Language Pretraining for Computational Cooking.

Mustafa Shukor, Nicolas Thome, Matthieu Cord

CoRR, 2022

Video Coding using Learned Latent GAN Compression.

Mustafa Shukor, Bharath Bhushan Damodaran, Xu Yao, Pierre Hellier

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Semantic Unfolding of Stylegan Latent Space.

Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval.

Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment.

Mustafa Shukor, Guillaume Couairon, Matthieu Cord

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Buildings Classification using Very High Resolution Satellite Imagery.

Mohammad Dimassi, Abed Ellatif Samhat, Mohammad Zaraket, Jamal Haydar, Mustafa Shukor, Ali J. Ghandour

CoRR, 2021

Semantic and Geometric Unfolding of StyleGAN Latent Space.

Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier

CoRR, 2021

Synthetic training data generation for deep learning based quality inspection.

Pierre Gutierrez, Maria Luschkova, Antoine Cordier, Mustafa Shukor, Mona Schappert, Tim Dahmen

CoRR, 2021