Mustafa Shukor

48 papers A* 8A 1B 2Journal 34Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Action100M: A Large-scale Video Action Dataset. CoRR Delong Chen, Tejaswi Kasarla, Yejin Bang, Mustafa Shukor, Willy Chung, Jade Yu, Allen Bolourchi, Théo Moutakanni, Pascale Fung
2026	J	`jnl`	LeRobot: An Open-Source Library for End-to-End Robot Learning. CoRR Rémi Cadène, Simon Alibert, Francesco Capuano, Michel Aractingi, Adil Zouitine, Pepijn Kooijmans, Jade Choghari, Martino Russi, Caroline Pascal, Steven Palma, Mustafa Shukor, Jess Moss, Alexander Soare, Dana Aubakirova, Quentin Lhoest, Quentin Gallouédec, Thomas Wolf
2025	J	`jnl`	Analyzing Fine-tuning Representation Shift for Multimodal LLMs Steering alignment. CoRR Pegah Khayatan, Mustafa Shukor, Jayneel Parekh, Matthieu Cord
2025	B	`conf`	FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models. IJCNN Barbara Toniella Corradini, Mustafa Shukor, Paul Couairon, Guillaume Couairon, Franco Scarselli, Matthieu Cord
2025	J	`jnl`	Learning to Steer: Input-dependent Steering for Multimodal LLMs. CoRR Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Arnaud Dapogny, Alasdair Newson, Matthieu Cord
2025	A*	`conf`	Multimodal Autoregressive Pre-training of Large Vision Encoders. CVPR Enrico Fini, Mustafa Shukor, Xiujun Li, Philipp Dufter, Michal Klein, David Haldimann, Sai Aitharaju, Victor G. Turrisi da Costa, Louis Béthune, Zhe Gan, Alexander Toshev, Marcin Eichner, Moin Nabi, Yinfei Yang, Joshua M. Susskind, Alaaeldin El-Nouby
2025	J	`jnl`	Scaling Laws for Native Multimodal Models. CoRR Mustafa Shukor, Enrico Fini, Victor Guilherme Turrisi da Costa, Matthieu Cord, Joshua M. Susskind, Alaaeldin El-Nouby
2025	J	`jnl`	Scaling Laws for Optimal Data Mixtures. CoRR Mustafa Shukor, Louis Béthune, Dan Busbridge, David Grangier, Enrico Fini, Alaaeldin El-Nouby, Pierre Ablin
2025	J	`jnl`	SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics. CoRR Mustafa Shukor, Dana Aubakirova, Francesco Capuano, Pepijn Kooijmans, Steven Palma, Adil Zouitine, Michel Aractingi, Caroline Pascal, Martino Russi, Andrés Marafioti, Simon Alibert, Matthieu Cord, Thomas Wolf, Rémi Cadène
2025	J	`jnl`	VL-JEPA: Joint Embedding Predictive Architecture for Vision-language. CoRR Delong Chen, Mustafa Shukor, Théo Moutakanni, Willy Chung, Jade Yu, Tejaswi Kasarla, Allen Bolourchi, Yann LeCun, Pascale Fung
2024	A*	`conf`	A Concept-Based Explainability Framework for Large Multimodal Models. NeurIPS Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord
2024	J	`jnl`	A Concept-Based Explainability Framework for Large Multimodal Models. CoRR Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord
2024	A*	`conf`	Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning. ICLR Mustafa Shukor, Alexandre Ramé, Corentin Dancette, Matthieu Cord
2024	A*	`conf`	DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut. NeurIPS Paul Couairon, Mustafa Shukor, Jean-Emmanuel Haugeard, Matthieu Cord, Nicolas Thome
2024	J	`jnl`	FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models. CoRR Barbara Toniella Corradini, Mustafa Shukor, Paul Couairon, Guillaume Couairon, Franco Scarselli, Matthieu Cord
2024	A*	`conf`	Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs. NeurIPS Mustafa Shukor, Matthieu Cord
2024	J	`jnl`	Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs. CoRR Mustafa Shukor, Matthieu Cord
2024	—	`conf`	Improved Baselines for Data-Efficient Perceptual Augmentation of LLMs. ECCV Workshops (22) Théophane Vallaeys, Mustafa Shukor, Matthieu Cord, Jakob Verbeek
2024	J	`jnl`	Improved Baselines for Data-efficient Perceptual Augmentation of LLMs. CoRR Théophane Vallaeys, Mustafa Shukor, Matthieu Cord, Jakob Verbeek
2024	J	`jnl`	Multimodal Autoregressive Pre-training of Large Vision Encoders. CoRR Enrico Fini, Mustafa Shukor, Xiujun Li, Philipp Dufter, Michal Klein, David Haldimann, Sai Aitharaju, Victor Guilherme Turrisi da Costa, Louis Béthune, Zhe Gan, Alexander T. Toshev, Marcin Eichner, Moin Nabi, Yinfei Yang, Joshua M. Susskind, Alaaeldin El-Nouby
2024	J	`jnl`	Skipping Computations in Multimodal LLMs. CoRR Mustafa Shukor, Matthieu Cord
2024	J	`jnl`	Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval. Comput. Vis. Image Underst. Mustafa Shukor, Nicolas Thome, Matthieu Cord
2024	—	`conf`	What Makes Multimodal In-Context Learning Work? CVPR Workshops Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski
2024	J	`jnl`	What Makes Multimodal In-Context Learning Work? CoRR Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski
2024	J	`jnl`	Zero-Shot Image Segmentation via Recursive Normalized Cut on Diffusion Features. CoRR Paul Couairon, Mustafa Shukor, Jean-Emmanuel Haugeard, Matthieu Cord, Nicolas Thome
2023	J	`jnl`	Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning. CoRR Mustafa Shukor, Alexandre Ramé, Corentin Dancette, Matthieu Cord
2023	J	`jnl`	Empirical Study of PEFT techniques for Winter Wheat Segmentation. CoRR Mohamad Hasan Zahweh, Hasan Nasrallah, Mustafa Shukor, Ghaleb Faour, Ali J. Ghandour
2023	J	`jnl`	Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation. CoRR Abdul Karim Gizzini, Mustafa Shukor, Ali J. Ghandour
2023	A*	`conf`	Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. NeurIPS Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord
2023	J	`jnl`	Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. CoRR Alexandre Ramé, Guillaume Couairon, Mustafa Shukor, Corentin Dancette, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord
2023	J	`jnl`	Sci-Net: scale-invariant model for buildings segmentation from aerial imagery. Signal Image Video Process. Hasan Nasrallah, Mustafa Shukor, Ali J. Ghandour
2023	J	`jnl`	UnIVAL: Unified Model for Image, Video, Audio and Language Tasks. Trans. Mach. Learn. Res. Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord
2023	J	`jnl`	Unified Model for Image, Video, Audio and Language Tasks. CoRR Mustafa Shukor, Corentin Dancette, Alexandre Ramé, Matthieu Cord
2023	J	`jnl`	Zero-Shot Refinement of Buildings' Segmentation Models using SAM. CoRR Ali Mayladan, Hasan Nasrallah, Hasan Moughnieh, Mustafa Shukor, Ali J. Ghandour
2023	A*	`conf`	eP-ALM: Efficient Perceptual Augmentation of Language Models. ICCV Mustafa Shukor, Corentin Dancette, Matthieu Cord
2023	J	`jnl`	eP-ALM: Efficient Perceptual Augmentation of Language Models. CoRR Mustafa Shukor, Corentin Dancette, Matthieu Cord
2022	A	`conf`	Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. BMVC Mustafa Shukor, Guillaume Couairon, Matthieu Cord
2022	J	`jnl`	Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. CoRR Mustafa Shukor, Guillaume Couairon, Matthieu Cord
2022	J	`jnl`	Semantic Unfolding of StyleGAN Latent Space. CoRR Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier
2022	B	`conf`	Semantic Unfolding of Stylegan Latent Space. ICIP Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier
2022	J	`jnl`	Structured Vision-Language Pretraining for Computational Cooking. CoRR Mustafa Shukor, Nicolas Thome, Matthieu Cord
2022	—	`conf`	Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CVPR Workshops Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord
2022	J	`jnl`	Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. CoRR Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord
2022	J	`jnl`	Video Coding Using Learned Latent GAN Compression. CoRR Mustafa Shukor, Bharath Bhushan Damodaran, Xu Yao, Pierre Hellier
2022	A*	`conf`	Video Coding using Learned Latent GAN Compression. ACM Multimedia Mustafa Shukor, Bharath Bhushan Damodaran, Xu Yao, Pierre Hellier
2021	J	`jnl`	Buildings Classification using Very High Resolution Satellite Imagery. CoRR Mohammad Dimassi, Abed Ellatif Samhat, Mohammad Zaraket, Jamal Haydar, Mustafa Shukor, Ali J. Ghandour
2021	J	`jnl`	Semantic and Geometric Unfolding of StyleGAN Latent Space. CoRR Mustafa Shukor, Xu Yao, Bharath Bhushan Damodaran, Pierre Hellier
2021	J	`jnl`	Synthetic training data generation for deep learning based quality inspection. CoRR Pierre Gutierrez, Maria Luschkova, Antoine Cordier, Mustafa Shukor, Mona Schappert, Tim Dahmen