Home » Teams » MLIA » Matthieu Cord

  • Matthieu Cord

  • Professor
  • Team: MLIA

Publications

  • Mustafa Shukor, Alexandre Rame, Corentin Dancette, Matthieu Cord. Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning. The Twelfth International Conference on Learning Representations (ICLR), May 2024, Vienna, Austria. ⟨hal-04505149⟩
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  • Rémy Sun, Clément Masson, Gilles Hénaff, Nicolas Thome, Matthieu Cord. Semantic augmentation by mixing contents for semi-supervised learning. Pattern Recognition, 2024, 145, pp.109909. ⟨10.1016/j.patcog.2023.109909⟩. ⟨hal-04385089⟩
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  • Mustafa Shukor, Corentin Dancette, Alexandre Rame, Matthieu Cord. UnIVAL: Unified Model for Image, Video, Audio and Language Tasks. Transactions on Machine Learning Research Journal, 2023. ⟨hal-04366059⟩
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  • Cédric Rommel, Eduardo Valle, Mickaël Chen, Souhaiel Khalfaoui, Renaud Marlet, et al.. DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion. 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW 2023), Oct 2023, Paris, France. ⟨10.1109/ICCVW60793.2023.00346⟩. ⟨hal-04496550⟩
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  • Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord. DiffEdit: Diffusion-based Semantic Image Editing with Mask Guidance. ICLR 2023 (Eleventh International Conference on Learning Representations ), ICLR, May 2023, Kigali, Rwanda. ⟨hal-03957480⟩
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  • Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. PowerQuant: Automorphism Search for Non-Uniform Quantization. The Eleventh International Conference on Learning Representations (ICLR'23), May 2023, Kigali, Rwanda. ⟨hal-04425756⟩
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  • Mustafa Shukor, Corentin Dancette, Matthieu Cord. eP-ALM: Efficient Perceptual Augmentation of Language Models. International Conference on Computer Vision (ICCV23), Oct 2023, Paris, France. pp.22056-22069, ⟨10.48550/arXiv.2303.11403⟩. ⟨hal-04232603⟩
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  • Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. SPIQ: Data-Free Per-Channel Static Input Quantization. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Jan 2023, Waikoloa (Hawaii), United States. ⟨hal-03953685⟩
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  • Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. PowerQuant: Automorphism Search for Non-Uniform Quantization. The Eleventh International Conference on Learning Representations (ICLR 2023), 2023. ⟨hal-04201009⟩
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  • Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, et al.. ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, pp.1-9. ⟨10.1109/TPAMI.2022.3206148⟩. ⟨hal-03997849⟩
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  • Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance. Advances in Neural Information Processing Systems (NeurIPS 2022), Nov 2022, New Orleans, United States. ⟨hal-03953649⟩
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  • Alexandre Rame, Matthieu Kirchmeyer, Thibaud Rahier, Alain Rakotomamonjy, Patrick Gallinari, et al.. Diverse Weight Averaging for Out-of-Distribution Generalization. Conference on Neural Information Processing Systems, Nov 2022, New-Orleans, United States. ⟨hal-03891267⟩
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  • Mustafa Shukor, Guillaume Couairon, Matthieu Cord. Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. 33rd British Machine Vision Conference (BMVC), Nov 2022, London, United Kingdom. ⟨hal-03811336⟩
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  • Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou. Three Things Everyone Should Know About Vision Transformers. European Conference on Computer Vision, Oct 2022, TEL AVIV, Israel. pp.497-515, ⟨10.1007/978-3-031-20053-3_29⟩. ⟨hal-03997863⟩
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  • Paul Jacob, Éloi Zablocki, Hédi Ben-Younes, Mickaël Chen, Patrick Pérez, et al.. STEEX: Steering Counterfactual Explanations with Semantics. European Conference on Computer Vision, Oct 2022, TEL AVIV, Israel. pp.387-403, ⟨10.1007/978-3-031-19775-8_23⟩. ⟨hal-03997867⟩
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  • Éloi Zablocki, Hédi Ben-Younes, Patrick Pérez, Matthieu Cord. Explainability of Deep Vision-Based Autonomous Driving Systems: Review and Challenges. International Journal of Computer Vision, 2022, 130 (10), pp.2425-2452. ⟨10.1007/s11263-022-01657-x⟩. ⟨hal-03997826⟩
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  • Rémy Sun, Clément Masson, Gilles Hénaff, Nicolas Thome, Matthieu Cord. Swapping Semantic Contents for Mixing Images. 2022 26th International Conference on Pattern Recognition (ICPR), Aug 2022, Montreal, Canada. pp.1280-1286, ⟨10.1109/ICPR56361.2022.9956602⟩. ⟨hal-03951744⟩
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  • Taylor Mordan, Matthieu Cord, Patrick Perez, Alexandre Alahi. Detecting 32 Pedestrian Attributes for Autonomous Vehicles. IEEE Transactions on Intelligent Transportation Systems, 2022, 23 (8), pp.11823-11835. ⟨10.1109/TITS.2021.3107587⟩. ⟨hal-03997902⟩
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  • Alexandre Ramé, Corentin Dancette, Matthieu Cord. Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization. ICML, Jul 2022, Baltimore, United States. ⟨hal-03951454⟩
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  • Matthieu Cord, Arthur Douillard, Alexandre Ramé, Guillaume Couairon. DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2022, New Orleans, United States. ⟨10.1109/CVPR52688.2022.00907⟩. ⟨hal-03997873⟩
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  • Rémy Sun, Alexandre Ramé, Clément Masson, Nicolas Thome, Matthieu Cord. Towards efficient feature sharing in MIMO architectures. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2022, New Orleans, United States. pp.2696-2700, ⟨10.1109/CVPRW56347.2022.00303⟩. ⟨hal-03951737⟩
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  • Guillaume Couairon, Matthijs Douze, Matthieu Cord, Holger Schwenk. Embedding Arithmetic of Multimodal Queries for Image Retrieval. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2022, New Orleans, France. pp.4946-4954, ⟨10.1109/CVPRW56347.2022.00542⟩. ⟨hal-03957468⟩
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  • Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord. FlexIT: Towards Flexible Semantic Image Translation. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022, New Orleans, United States. pp.18249-18258, ⟨10.1109/CVPR52688.2022.01773⟩. ⟨hal-03957476⟩
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  • Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 45 (3), pp.3664 - 3676. ⟨10.1109/TPAMI.2022.3179616⟩. ⟨hal-03706162⟩
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  • Corentin Dancette, Matthieu Cord. Dynamic Query Selection for Fast Visual Perceiver. CVPR 2022 Transformer For Vision Workshop, Jun 2022, La nouvelle orléans, United States. ⟨hal-03945064⟩
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  • Alexandre Rame, Corentin Dancette, Matthieu Cord. Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization. 39th International Conference on Machine Learning (ICML 2022), Apr 2022, Baltimore, MD, United States. pp.18347--18377. ⟨hal-03944846⟩
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  • Hugo Touvron, Matthieu Cord, Hervé Jégou. DeiT III: Revenge of the ViT. 17th European Conference on Computer Vision (ECCV 2022), Oct 2022, Tel Aviv, Israel. ⟨10.1007/978-3-031-20053-3_30⟩. ⟨hal-03945731⟩
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  • Edouard Yvinec, Arnaud Dapgony, Matthieu Cord, Kevin Bailly. REx: Data-Free Residual Quantization Error Expansion. the Thirty-seventh Annual Conference on Neural Information (NeurIPS'23), Dec 2023, New Orleans (Louisiana), United States. ⟨10.48550/arXiv.2203.14645⟩. ⟨hal-04425863⟩
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  • Matthieu Cord. Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis. NeurIPS, Dec 2021, Visio conference, France. ⟨hal-03997895⟩
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  • Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kévin Bailly. RED: Looking for Redundancies for Data-FreeStructured Compression of Deep Neural Networks. Advances in Neural Information Processing Systems (NeurIPS 2021), Dec 2021, Virtual, France. ⟨hal-03610457⟩
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  • Matthieu Cord. Grafit: Learning fine-grained image representations with coarse labels. ICCV, Oct 2021, Montréal, Canada. ⟨hal-03997922⟩
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  • Matthieu Cord. Going deeper with Image Transformers. IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2021, Montreal, Canada. ⟨hal-03997912⟩
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  • Touvron Hugo, Matthieu Cord, Douze Matthijs, Massa Francisco, Sablayrolles Alexandre, et al.. Training data-efficient image transformers & distillation through attention. ICML, Jul 2021, visio, France. ⟨hal-03997937⟩
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  • Arnaud Dapogny, Kevin Bailly, Matthieu Cord. Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion. 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Nov 2020, Buenos Aires, Argentina. pp.192-198, ⟨10.1109/FG47880.2020.00038⟩. ⟨hal-03174162⟩
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  • Arnaud Dapogny, Bailly Kevin, Matthieu Cord. DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild. The IEEE International Conference on Computer Vision (ICCV), Oct 2019, Seoul, South Korea. ⟨hal-02450430⟩
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