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Journal Articles
- 2024
[j3]Mustafa Shukor, Nicolas Thome
, Matthieu Cord:
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval. Comput. Vis. Image Underst. 247: 104071 (2024)- 2023
- [j2]Hasan Nasrallah, Mustafa Shukor, Ali J. Ghandour:
Sci-Net: scale-invariant model for buildings segmentation from aerial imagery. Signal Image Video Process. 17(6): 2999-3007 (2023) - [j1]Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord:
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks. Trans. Mach. Learn. Res. 2023 (2023)
Conference and Workshop Papers
- 2024
- [c8]Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski:
What Makes Multimodal In-Context Learning Work? CVPR Workshops 2024: 1539-1550 - [c7]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 - 2023
- [c6]Mustafa Shukor, Corentin Dancette, Matthieu Cord:
eP-ALM: Efficient Perceptual Augmentation of Language Models. ICCV 2023: 21999-22012 - [c5]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 - 2022
- [c4]Mustafa Shukor, Guillaume Couairon, Matthieu Cord:
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. BMVC 2022: 353 - [c3]Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord:
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CVPR Workshops 2022: 4566-4577 - [c2]Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier:
Semantic Unfolding of Stylegan Latent Space. ICIP 2022: 221-225 - [c1]Mustafa Shukor, Bharath Bhushan Damodaran, Xu Yao, Pierre Hellier:
Video Coding using Learned Latent GAN Compression. ACM Multimedia 2022: 2239-2248
Informal and Other Publications
- 2024
- [i21]Théophane Vallaeys, Mustafa Shukor, Matthieu Cord, Jakob Verbeek:
Improved Baselines for Data-efficient Perceptual Augmentation of LLMs. CoRR abs/2403.13499 (2024) - [i20]Barbara Toniella Corradini, Mustafa Shukor, Paul Couairon, Guillaume Couairon, Franco Scarselli, Matthieu Cord:
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models. CoRR abs/2403.20105 (2024) - [i19]Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski:
What Makes Multimodal In-Context Learning Work? CoRR abs/2404.15736 (2024) - [i18]Mustafa Shukor, Matthieu Cord:
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs. CoRR abs/2405.16700 (2024) - [i17]Paul Couairon, Mustafa Shukor, Jean-Emmanuel Haugeard, Matthieu Cord, Nicolas Thome:
Zero-Shot Image Segmentation via Recursive Normalized Cut on Diffusion Features. CoRR abs/2406.02842 (2024) - [i16]Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord:
A Concept-Based Explainability Framework for Large Multimodal Models. CoRR abs/2406.08074 (2024) - 2023
- [i15]Mustafa Shukor, Corentin Dancette, Matthieu Cord:
eP-ALM: Efficient Perceptual Augmentation of Language Models. CoRR abs/2303.11403 (2023) - [i14]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 abs/2306.04488 (2023) - [i13]Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord:
Unified Model for Image, Video, Audio and Language Tasks. CoRR abs/2307.16184 (2023) - [i12]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 abs/2310.00647 (2023) - [i11]Mohamad Hasan Zahweh, Hasan Nasrallah, Mustafa Shukor, Ghaleb Faour, Ali J. Ghandour:
Empirical Study of PEFT techniques for Winter Wheat Segmentation. CoRR abs/2310.01825 (2023) - [i10]Abdul Karim Gizzini, Mustafa Shukor, Ali J. Ghandour:
Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation. CoRR abs/2310.01837 (2023) - [i9]Ali Mayladan, Hasan Nasrallah, Hasan Moughnieh, Mustafa Shukor, Ali J. Ghandour:
Zero-Shot Refinement of Buildings' Segmentation Models using SAM. CoRR abs/2310.01845 (2023) - 2022
- [i8]Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord:
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CoRR abs/2204.09730 (2022) - [i7]Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier:
Semantic Unfolding of StyleGAN Latent Space. CoRR abs/2206.14892 (2022) - [i6]Mustafa Shukor, Bharath Bhushan Damodaran, Xu Yao, Pierre Hellier:
Video Coding Using Learned Latent GAN Compression. CoRR abs/2207.04324 (2022) - [i5]Mustafa Shukor, Guillaume Couairon, Matthieu Cord:
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. CoRR abs/2208.13628 (2022) - [i4]Mustafa Shukor, Nicolas Thome, Matthieu Cord:
Structured Vision-Language Pretraining for Computational Cooking. CoRR abs/2212.04267 (2022) - 2021
- [i3]Pierre Gutierrez, Maria Luschkova, Antoine Cordier, Mustafa Shukor, Mona Schappert, Tim Dahmen:
Synthetic training data generation for deep learning based quality inspection. CoRR abs/2104.02980 (2021) - [i2]Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier:
Semantic and Geometric Unfolding of StyleGAN Latent Space. CoRR abs/2107.04481 (2021) - [i1]Mohammad Dimassi, Abed Ellatif Samhat, Mohammad Zaraket, Jamal Haydar, Mustafa Shukor, Ali J. Ghandour:
Buildings Classification using Very High Resolution Satellite Imagery. CoRR abs/2111.14650 (2021)
Coauthor Index
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