Benjamin Lambert

23 papers A* 1A 3B 1Journal 9Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	—	`—`	Quantification et caractérisation de l'incertitude de segmentation d'images médicales pardes réseaux profonds. (Quantifying and understanding uncertainty in deep-learning-based medical image segmentation). Benjamin Lambert
2024	—	`conf`	Robust Conformal Volume Estimation in 3D Medical Images. MICCAI (10) Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
2024	J	`jnl`	Robust Conformal Volume Estimation in 3D Medical Images. CoRR Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
2024	J	`jnl`	Trustworthy clinical AI solutions: A unified review of uncertainty quantification in Deep Learning models for medical image analysis. Artif. Intell. Medicine Benjamin Lambert, Florence Forbes, Senan Doyle, Harmonie Dehaene, Michel Dojat
2023	—	`conf`	Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI Benjamin Lambert, Pauline Roca, Florence Forbes, Senan Doyle, Michel Dojat
2023	J	`jnl`	Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification. CoRR Benjamin Lambert, Pauline Roca, Florence Forbes, Senan Doyle, Michel Dojat
2023	—	`conf`	Multi-layer Aggregation as a Key to Feature-Based OOD Detection. UNSURE@MICCAI Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
2023	J	`jnl`	Multi-layer Aggregation as a key to feature-based OOD detection. CoRR Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
2023	—	`conf`	TriadNet: Sampling-Free Predictive Intervals for Lesional Volume in 3D Brain MR Images. UNSURE@MICCAI Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
2023	J	`jnl`	TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR images. CoRR Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
2022	—	`conf`	Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust. iMIMIC@MICCAI Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
2022	J	`jnl`	Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust. CoRR Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
2022	J	`jnl`	Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation. CoRR Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
2022	J	`jnl`	Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis. CoRR Benjamin Lambert, Florence Forbes, Alan Tucholka, Senan Doyle, Harmonie Dehaene, Michel Dojat
2021	J	`jnl`	Leveraging 3D Information in Unsupervised Brain MRI Segmentation. CoRR Benjamin Lambert, Maxime Louis, Senan Doyle, Florence Forbes, Michel Dojat, Alan Tucholka
2021	—	`conf`	Leveraging 3d Information In Unsupervised Brain Mri Segmentation. ISBI Benjamin Lambert, Maxime Louis, Senan Doyle, Florence Forbes, Michel Dojat, Alan Tucholka
2019	B	`conf`	Surface Potential Phase Discrimination of Bereitschaftspotentials. SMC Benjamin Lambert, Ning Jiang
2013	A	`conf`	Discriminatively trained dependency language modeling for conversational speech recognition. INTERSPEECH Benjamin Lambert, Bhiksha Raj, Rita Singh
2010	A	`conf`	Creating a linguistic plausibility dataset with non-expert annotators. INTERSPEECH Benjamin Lambert, Rita Singh, Bhiksha Raj
2010	A	`conf`	The use of sense in unsupervised training of acoustic models for ASR systems. INTERSPEECH Rita Singh, Benjamin Lambert, Bhiksha Raj
2008	—	`conf`	Monitoring Changes in the Antarctic Ice Sheet from 1978 to 2007. IGARSS (4) Benjamin Lambert, David G. Long
2007	A*	`conf`	Knowledge-Driven Learning and Discovery. AAAI Benjamin Lambert, Scott E. Fahlman
2006	—	`conf`	SconeEdit: A Text-guided Domain Knowledge Editor. HLT-NAACL Alicia Tribble, Benjamin Lambert, Scott E. Fahlman