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2020 – today
- 2020
[j3]Stéphane Lathuilière
, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud:
A Comprehensive Analysis of Deep Regression. IEEE Trans. Pattern Anal. Mach. Intell. 42(9): 2065-2081 (2020)- [j2]Andrea Pilzer, Stéphane Lathuilière, Dan Xu, Mihai Marian Puscas, Elisa Ricci, Nicu Sebe:
Progressive Fusion for Unsupervised Binocular Depth Estimation Using Cycled Networks. IEEE Trans. Pattern Anal. Mach. Intell. 42(10): 2380-2395 (2020) - [c14]Zhenyu Zhang, Stéphane Lathuilière, Elisa Ricci, Nicu Sebe, Yan Yan, Jian Yang:
Online Depth Learning Against Forgetting in Monocular Videos. CVPR 2020: 4493-4502 - [c13]Stéphane Lathuilière, Enver Sangineto, Aliaksandr Siarohin, Nicu Sebe:
Attention-based Fusion for Multi-source Human Image Generation. WACV 2020: 428-437 - [i21]Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
First Order Motion Model for Image Animation. CoRR abs/2003.00196 (2020) - [i20]Aliaksandr Siarohin, Subhankar Roy, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
Motion-supervised Co-Part Segmentation. CoRR abs/2004.03234 (2020) - [i19]Enrico Fini, Stéphane Lathuilière, Enver Sangineto, Moin Nabi, Elisa Ricci:
Online Continual Learning under Extreme Memory Constraints. CoRR abs/2008.01510 (2020) - [i18]Willi Menapace, Stéphane Lathuilière, Elisa Ricci:
Learning to Cluster under Domain Shift. CoRR abs/2008.04646 (2020) - [i17]Marcelin Tworski, Stéphane Lathuilière, Salim Belkarfa, Attilio Fiandrotti, Marco Cagnazzo:
DR2S : Deep Regression with Region Selection for Camera Quality Evaluation. CoRR abs/2009.09981 (2020) - [i16]Sylvain Guy, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud:
Learning Visual Voice Activity Detection with an Automatically Annotated Dataset. CoRR abs/2009.11204 (2020) - [i15]Cristiano Saltori, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci, Fabio Galasso:
SF-UDA3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection. CoRR abs/2010.08243 (2020)
2010 – 2019
- 2019
- [j1]Stéphane Lathuilière, Benoit Massé, Pablo Mesejo, Radu Horaud:
Neural network based reinforcement learning for audio-visual gaze control in human-robot interaction. Pattern Recognit. Lett. 118: 61-71 (2019) - [c12]Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
Animating Arbitrary Objects via Deep Motion Transfer. CVPR 2019: 2377-2386 - [c11]Andrea Pilzer, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci:
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation. CVPR 2019: 9768-9777 - [c10]Benoit Massé, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud:
Extended Gaze Following: Detecting Objects in Videos Beyond the Camera Field of View. FG 2019: 1-8 - [c9]Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci:
Budget-Aware Adapters for Multi-Domain Learning. ICCV 2019: 382-391 - [c8]Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
First Order Motion Model for Image Animation. NeurIPS 2019: 7135-7145 - [i14]Benoit Massé, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud:
Extended Gaze Following: Detecting Objects in Videos Beyond the Camera Field of View. CoRR abs/1902.10953 (2019) - [i13]Andrea Pilzer, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci:
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation. CoRR abs/1903.04202 (2019) - [i12]Guillaume Delorme, Xavier Alameda-Pineda, Stéphane Lathuilière, Radu Horaud:
Camera Adversarial Transfer for Unsupervised Person Re-Identification. CoRR abs/1904.01308 (2019) - [i11]Zhenyu Zhang, Stéphane Lathuilière, Andrea Pilzer, Nicu Sebe, Elisa Ricci, Jian Yang:
Online Adaptation through Meta-Learning for Stereo Depth Estimation. CoRR abs/1904.08462 (2019) - [i10]Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, Nicu Sebe:
Appearance and Pose-Conditioned Human Image Generation using Deformable GANs. CoRR abs/1905.00007 (2019) - [i9]Stéphane Lathuilière, Enver Sangineto, Aliaksandr Siarohin, Nicu Sebe:
Attention-based Fusion for Multi-source Human Image Generation. CoRR abs/1905.02655 (2019) - [i8]Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci:
Budget-Aware Adapters for Multi-Domain Learning. CoRR abs/1905.06242 (2019) - [i7]Andrea Pilzer, Stéphane Lathuilière, Dan Xu, Mihai Marian Puscas, Elisa Ricci, Nicu Sebe:
Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks. CoRR abs/1909.07667 (2019) - 2018
- [b1]Stéphane Lathuilière:
Deep Regression Models and Computer Vision Applications for Multi-Person Human-Robot Interaction. (Modèles profonds de regression et applications à la vision par ordinateur pour l'interaction homme-robot). Grenoble Alpes University, France, 2018 - [c7]Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière, Nicu Sebe:
Deformable GANs for Pose-Based Human Image Generation. CVPR 2018: 3408-3416 - [c6]Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud:
DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model. ECCV (5) 2018: 205-221 - [c5]Evgeny A. Stepanov, Stéphane Lathuilière, Shammur Absar Chowdhury, Arindam Ghosh, Radu-Laurentiu Vieriu, Nicu Sebe, Giuseppe Riccardi:
Depression Severity Estimation from Multiple Modalities. HealthCom 2018: 1-6 - [c4]Stéphane Lathuilière, Benoit Massé, Pablo Mesejo, Radu Horaud:
Deep Reinforcement Learning for Audio-Visual Gaze Control. IROS 2018: 1555-1562 - [i6]Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière, Nicu Sebe:
Deformable GANs for Pose-based Human Image Generation. CoRR abs/1801.00055 (2018) - [i5]Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud:
A Comprehensive Analysis of Deep Regression. CoRR abs/1803.08450 (2018) - [i4]Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud:
DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model. CoRR abs/1808.09211 (2018) - [i3]Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
Animating Arbitrary Objects via Deep Motion Transfer. CoRR abs/1812.08861 (2018) - 2017
- [c3]Stéphane Lathuilière, Rémi Juge, Pablo Mesejo, Rafael Muñoz-Salinas, Radu Horaud:
Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation. CVPR 2017: 7149-7157 - [c2]Stéphane Lathuilière, Georgios D. Evangelidis, Radu Horaud:
Recognition of Group Activities in Videos Based on Single-and Two-Person Descriptors. WACV 2017: 217-225 - [i2]Evgeny A. Stepanov, Stéphane Lathuilière, Shammur Absar Chowdhury, Arindam Ghosh, Radu-Laurentiu Vieriu, Nicu Sebe, Giuseppe Riccardi:
Depression Severity Estimation from Multiple Modalities. CoRR abs/1711.06095 (2017) - [i1]Stéphane Lathuilière, Benoit Massé, Pablo Mesejo, Radu Horaud:
Neural Network Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction. CoRR abs/1711.06834 (2017) - 2014
- [c1]Stéphane Lathuilière, Hai Vu, Thi-Lan Le, Thanh-Hai Tran, Dinh Tan Hung:
Semantic Regions Recognition in UAV Images Sequence. KSE 2014: 313-324
Coauthor Index
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