Laurent Caraffa

21 papers A* 1B 2C 1Journal 12Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BEDS : Bayesian Emergent Dissipative Structures : A Formal Framework for Continuous Inference Under Energy Constraints. CoRR Laurent Caraffa
2026	J	`jnl`	Dissipative Learning: A Framework for Viable Adaptive Systems. CoRR Laurent Caraffa
2026	J	`jnl`	Thermodynamically Optimal Regularization under Information-Geometric Constraints. CoRR Laurent Caraffa
2025	A*	`conf`	Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder. ICLR Antoine Schnepf, Karim Kassab, Jean-Yves Franceschi, Laurent Caraffa, Flavian Vasile, Jérémie Mary, Andrew I. Comport, Valérie Gouet-Brunet
2025	C	`conf`	DSI-3D: Differentiable Search Index for Point Clouds Retrieval. CBMI Chahine-Nicolas Zede, Laurent Caraffa, Valérie Gouet-Brunet
2025	J	`jnl`	Pointmap-Conditioned Diffusion for Consistent Novel View Synthesis. CoRR Thang-Anh-Quan Nguyen, Nathan Piasco, Luis Roldão, Moussâb Bennehar, Dzmitry Tsishkou, Laurent Caraffa, Jean-Philippe Tarel, Roland Brémond
2025	J	`jnl`	RefinedFields: Radiance Fields Refinement for Planar Scene Representations. Trans. Mach. Learn. Res. Karim Kassab, Antoine Schnepf, Jean-Yves Franceschi, Laurent Caraffa, Jérémie Mary, Valérie Gouet-Brunet
2024	J	`jnl`	Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder. CoRR Antoine Schnepf, Karim Kassab, Jean-Yves Franceschi, Laurent Caraffa, Flavian Vasile, Jérémie Mary, Andrew I. Comport, Valérie Gouet-Brunet
2024	J	`jnl`	Exploring 3D-aware Latent Spaces for Efficiently Learning Numerous Scenes. CoRR Antoine Schnepf, Karim Kassab, Jean-Yves Franceschi, Laurent Caraffa, Flavian Vasile, Jérémie Mary, Andrew I. Comport, Valérie Gouet-Brunet
2024	J	`jnl`	Scaled Inverse Graphics: Efficiently Learning Large Sets of 3D Scenes. CoRR Karim Kassab, Antoine Schnepf, Jean-Yves Franceschi, Laurent Caraffa, Flavian Vasile, Jérémie Mary, Andrew I. Comport, Valérie Gouet-Brunet
2023	J	`jnl`	EvE: Exploiting Generative Priors for Radiance Field Enrichment. CoRR Karim Kassab, Antoine Schnepf, Jean-Yves Franceschi, Laurent Caraffa, Jérémie Mary, Valérie Gouet-Brunet
2021	—	`conf`	Efficiently Distributed Watertight Surface Reconstruction. 3DV Laurent Caraffa, Yanis Marchand, Mathieu Brédif, Bruno Vallet
2019	—	`conf`	Tile & Merge: Distributed Delaunay Triangulations for Cloud Computing. IEEE BigData Laurent Caraffa, Pooran Memari, Murat Yirci, Mathieu Brédif
2016	—	`conf`	3D Watertight Mesh Generation with Uncertainties from Ubiquitous Data. ACCV (4) Laurent Caraffa, Mathieu Brédif, Bruno Vallet
2015	B	`conf`	Extending α-expansion to a larger set of regularization functions. ICIP Mathias Paget, Jean-Philippe Tarel, Laurent Caraffa
2015	J	`jnl`	The Guided Bilateral Filter: When the Joint/Cross Bilateral Filter Becomes Robust. IEEE Trans. Image Process. Laurent Caraffa, Jean-Philippe Tarel, Pierre Charbonnier
2014	J	`jnl`	Combining Stereo and Atmospheric Veil Depth Cues for 3D Reconstruction. IPSJ Trans. Comput. Vis. Appl. Laurent Caraffa, Jean-Philippe Tarel
2013	B	`conf`	Markov Random Field model for single image defogging. Intelligent Vehicles Symposium Laurent Caraffa, Jean-Philippe Tarel
2013	—	`—`	Reconstruction 3D à partir de paires stéréoscopiques en conditions dégradées. (3d reconstruction from stereo pairs degraded Conditions). Laurent Caraffa
2012	—	`conf`	Stereo Reconstruction and Contrast Restoration in Daytime Fog. ACCV (4) Laurent Caraffa, Jean-Philippe Tarel
2012	J	`jnl`	Vision Enhancement in Homogeneous and Heterogeneous Fog. IEEE Intell. Transp. Syst. Mag. Jean-Philippe Tarel, Nicolas Hautière, Laurent Caraffa, Aurélien Cord, Houssam Halmaoui, Dominique Gruyer