Matthieu Guillaumin

32 papers A* 11A 2B 1Journal 8Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	LATTECLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts. WACV Anh-Quan Cao, Maximilian Jaritz, Matthieu Guillaumin, Raoul de Charette, Loris Bazzani
2025	J	`jnl`	ToFu: Visual Tokens Reduction via Fusion for Multi-modal, Multi-patch, Multi-image Task. CoRR Vittorio Pippi, Matthieu Guillaumin, Silvia Cascianelli, Rita Cucchiara, Maximilian Jaritz, Loris Bazzani
2025	J	`jnl`	UniCoRN: Unified Commented Retrieval Network with LMMs. CoRR Maximilian Jaritz, Matthieu Guillaumin, Sabine Sternig, Loris Bazzani
2024	J	`jnl`	LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts. CoRR Anh-Quan Cao, Maximilian Jaritz, Matthieu Guillaumin, Raoul de Charette, Loris Bazzani
2022	A*	`conf`	ABO: Dataset and Benchmarks for Real-World 3D Object Understanding. CVPR Jasmine Collins, Shubham Goel, Kenan Deng, Achleshwar Luthra, Leon Xu, Erhan Gundogdu, Xi Zhang, Tomas F. Yago Vicente, Thomas Dideriksen, Himanshu Arora, Matthieu Guillaumin, Jitendra Malik
2021	J	`jnl`	ABO: Dataset and Benchmarks for Real-World 3D Object Understanding. CoRR Jasmine Collins, Shubham Goel, Achleshwar Luthra, Leon Xu, Kenan Deng, Xi Zhang, Tomas F. Yago Vicente, Himanshu Arora, Thomas Dideriksen, Matthieu Guillaumin, Jitendra Malik
2016	J	`jnl`	Incremental Learning of Random Forests for Large-Scale Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. Marko Ristin, Matthieu Guillaumin, Juergen Gall, Luc Van Gool
2015	A*	`conf`	From categories to subcategories: Large-scale image classification with partial class label refinement. CVPR Marko Ristin, Juergen Gall, Matthieu Guillaumin, Luc Van Gool
2014	—	`conf`	Appearances Can Be Deceiving: Learning Visual Tracking from Few Trajectory Annotations. ECCV (5) Santiago Manen, Junseok Kwon, Matthieu Guillaumin, Luc Van Gool
2014	—	`conf`	Closed-Form Approximate CRF Training for Scalable Image Segmentation. ECCV (3) Alexander Kolesnikov, Matthieu Guillaumin, Vittorio Ferrari, Christoph H. Lampert
2014	J	`jnl`	Closed-Form Training of Conditional Random Fields for Large Scale Image Segmentation. CoRR Alexander Kolesnikov, Matthieu Guillaumin, Vittorio Ferrari, Christoph H. Lampert
2014	—	`conf`	Food-101 - Mining Discriminative Components with Random Forests. ECCV (6) Lukas Bossard, Matthieu Guillaumin, Luc Van Gool
2014	J	`jnl`	ImageNet Auto-Annotation with Segmentation Propagation. Int. J. Comput. Vis. Matthieu Guillaumin, Daniel Küttel, Vittorio Ferrari
2014	A*	`conf`	Incremental Learning of NCM Forests for Large-Scale Image Classification. CVPR Marko Ristin, Matthieu Guillaumin, Juergen Gall, Luc Van Gool
2014	A	`conf`	Learning to Rank Histograms for Object Retrieval. BMVC Danfeng Qin, Yuhua Chen, Matthieu Guillaumin, Luc Van Gool
2014	—	`conf`	Non-maximum Suppression for Object Detection by Passing Messages Between Windows. ACCV (1) Rasmus Rothe, Matthieu Guillaumin, Luc Van Gool
2014	—	`conf`	Quantized Kernel Learning for Feature Matching. NIPS Danfeng Qin, Xuanli Chen, Matthieu Guillaumin, Luc Van Gool
2013	A*	`conf`	Event Recognition in Photo Collections with a Stopwatch HMM. ICCV Lukas Bossard, Matthieu Guillaumin, Luc Van Gool
2013	A*	`conf`	Fast Energy Minimization Using Learned State Filters. CVPR Matthieu Guillaumin, Luc Van Gool, Vittorio Ferrari
2013	A*	`conf`	Prime Object Proposals with Randomized Prim's Algorithm. ICCV Santiago Manen, Matthieu Guillaumin, Luc Van Gool
2012	B	`conf`	Combining Image-Level and Segment-Level Models for Automatic Annotation. MMM Daniel Küttel, Matthieu Guillaumin, Vittorio Ferrari
2012	J	`jnl`	Face Recognition from Caption-Based Supervision. Int. J. Comput. Vis. Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid
2012	A*	`conf`	Large-scale knowledge transfer for object localization in ImageNet. CVPR Matthieu Guillaumin, Vittorio Ferrari
2012	—	`conf`	Segmentation Propagation in ImageNet. ECCV (7) Daniel Küttel, Matthieu Guillaumin, Vittorio Ferrari
2010	—	`—`	Exploiting Multimodal Data for Image Understanding. (Données multimodales pour l'analyse d'image). Matthieu Guillaumin
2010	—	`conf`	Image annotation with tagprop on the MIRFLICKR set. Multimedia Information Retrieval Jakob Verbeek, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid
2010	A*	`conf`	Multimodal semi-supervised learning for image classification. CVPR Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid
2010	—	`conf`	Multiple Instance Metric Learning from Automatically Labeled Bags of Faces. ECCV (1) Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid
2009	—	`conf`	INRIA-LEAR's Participation in ImageCLEF 2009. CLEF (Working Notes) Matthijs Douze, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid, Jakob Verbeek
2009	A*	`conf`	Is that you? Metric learning approaches for face identification. ICCV Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid
2009	A*	`conf`	TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation. ICCV Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid
2008	A*	`conf`	Automatic face naming with caption-based supervision. CVPR Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid