Mustafa Shukor

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 31

Top Topics

Diffusion Models

Pareto Optimality

Top Venues

Publications

Paul Couairon, Mustafa Shukor, Jean-Emmanuel Haugeard, Matthieu Cord, Nicolas Thome
Zero-Shot Image Segmentation via Recursive Normalized Cut on Diffusion Features. CoRR (2024)
Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord
A Concept-Based Explainability Framework for Large Multimodal Models. CoRR (2024)
Barbara Toniella Corradini, Mustafa Shukor, Paul Couairon, Guillaume Couairon, Franco Scarselli, Matthieu Cord
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models. CoRR (2024)
Mustafa Shukor, Matthieu Cord
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs. CoRR (2024)
Mustafa Shukor, Alexandre Ramé, Corentin Dancette, Matthieu Cord
Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning. ICLR (2024)
Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski
What Makes Multimodal In-Context Learning Work? CoRR (2024)
Mustafa Shukor, Nicolas Thome, Matthieu Cord
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval. Comput. Vis. Image Underst. 247 (2024)
Théophane Vallaeys, Mustafa Shukor, Matthieu Cord, Jakob Verbeek
Improved Baselines for Data-efficient Perceptual Augmentation of LLMs. CoRR (2024)
Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord
Unified Model for Image, Video, Audio and Language Tasks. CoRR (2023)
Ali Mayladan, Hasan Nasrallah, Hasan Moughnieh, Mustafa Shukor, Ali J. Ghandour
Zero-Shot Refinement of Buildings' Segmentation Models using SAM. CoRR (2023)
Mustafa Shukor, Corentin Dancette, Matthieu Cord
eP-ALM: Efficient Perceptual Augmentation of Language Models. ICCV (2023)
Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. NeurIPS (2023)
Mustafa Shukor, Corentin Dancette, Matthieu Cord
eP-ALM: Efficient Perceptual Augmentation of Language Models. CoRR (2023)
Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks. Trans. Mach. Learn. Res. 2023 (2023)
Mustafa Shukor, Alexandre Ramé, Corentin Dancette, Matthieu Cord
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning. CoRR (2023)
Hasan Nasrallah, Mustafa Shukor, Ali J. Ghandour
Sci-Net: scale-invariant model for buildings segmentation from aerial imagery. Signal Image Video Process. 17 (6) (2023)
Alexandre Ramé, Guillaume Couairon, Mustafa Shukor, Corentin Dancette, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. CoRR (2023)
Abdul Karim Gizzini, Mustafa Shukor, Ali J. Ghandour
Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation. CoRR (2023)
Mohamad Hasan Zahweh, Hasan Nasrallah, Mustafa Shukor, Ghaleb Faour, Ali J. Ghandour
Empirical Study of PEFT techniques for Winter Wheat Segmentation. CoRR (2023)
Mustafa Shukor, Nicolas Thome, Matthieu Cord
Structured Vision-Language Pretraining for Computational Cooking. CoRR (2022)
Mustafa Shukor, Bharath Bhushan Damodaran, Xu Yao, Pierre Hellier
Video Coding Using Learned Latent GAN Compression. CoRR (2022)
Mustafa Shukor, Guillaume Couairon, Matthieu Cord
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. BMVC (2022)
Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CoRR (2022)
Mustafa Shukor, Bharath Bhushan Damodaran, Xu Yao, Pierre Hellier
Video Coding using Learned Latent GAN Compression. ACM Multimedia (2022)
Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier
Semantic Unfolding of Stylegan Latent Space. ICIP (2022)
Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier
Semantic Unfolding of StyleGAN Latent Space. CoRR (2022)
Mustafa Shukor, Guillaume Couairon, Matthieu Cord
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. CoRR (2022)
Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CVPR Workshops (2022)
Mohammad Dimassi, Abed Ellatif Samhat, Mohammad Zaraket, Jamal Haydar, Mustafa Shukor, Ali J. Ghandour
Buildings Classification using Very High Resolution Satellite Imagery. CoRR (2021)
Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier
Semantic and Geometric Unfolding of StyleGAN Latent Space. CoRR (2021)
Pierre Gutierrez, Maria Luschkova, Antoine Cordier, Mustafa Shukor, Mona Schappert, Tim Dahmen
Synthetic training data generation for deep learning based quality inspection. CoRR (2021)