115 citations · 354 across the 10 of their papers we have counts for
10 papers
Real-time Virtual-Try-On from a Single Example Image through Deep Inverse Graphics and Learned Differentiable Renderers
Robin Kips, Ruowei Jiang, Sileye Ba +4
Augmented reality applications have rapidly spread across online platforms, allowing consumers to virtually try-on a variety of products, such as makeup, hair dying, or shoes. Howe…
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example
Robin Kips, Ruowei Jiang, Sileye Ba +5
While makeup virtual-try-on is now widespread, parametrizing a computer graphics rendering engine for synthesizing images of a given cosmetics product remains a challenging task. I…
Using LSTM to Translate French to Senegalese Local Languages: Wolof as a Case Study
Lo Alla, Dione Cheikh Bamba, Nguer Elhadji Mamadou +2
In this paper, we propose a neural machine translation system for Wolof, a low-resource Niger-Congo language. First we gathered a parallel corpus of 70000 aligned French-Wolof sent…
Discovering topics with neural topic models built from PLSA assumptions
Sileye 0. Ba
In this paper we present a model for unsupervised topic discovery in texts corpora. The proposed model uses documents, words, and topics lookup table embedding as neural network mo…
Tracking Gaze and Visual Focus of Attention of People Involved in Social Interaction
Benoît Massé, Silèye Ba, Radu Horaud
The visual focus of attention (VFOA) has been recognized as a prominent conversational cue. We are interested in estimating and tracking the VFOAs associated with multi-party socia…
Robust Head-Pose Estimation Based on Partially-Latent Mixture of Linear Regressions
Vincent Drouard, Radu Horaud, Antoine Deleforge +2
Head-pose estimation has many applications, such as social event analysis, human-robot and human-computer interaction, driving assistance, and so forth. Head-pose estimation is cha…
Audio-Visual Speaker Diarization Based on Spatiotemporal Bayesian Fusion
Israel D. Gebru, Silèye Ba, Xiaofei Li +1
Speaker diarization consists of assigning speech signals to people engaged in a dialogue. An audio-visual spatiotemporal diarization model is proposed. The model is well suited for…
An On-line Variational Bayesian Model for Multi-Person Tracking from Cluttered Scenes
Sileye Ba, Xavier Alameda-Pineda, Alessio Xompero +1
Object tracking is an ubiquitous problem that appears in many applications such as remote sensing, audio processing, computer vision, human-machine interfaces, human-robot interact…
Hyper-Spectral Image Analysis with Partially-Latent Regression and Spatial Markov Dependencies
Antoine Deleforge, Florence Forbes, Sileye Ba +1
Hyper-spectral data can be analyzed to recover physical properties at large planetary scales. This involves resolving inverse problems which can be addressed within machine learnin…
Tight Sufficient Conditions on Exact Sparsity Pattern Recovery
Behrooz Kamary Aliabadi, Silèye Ba
A noisy underdetermined system of linear equations is considered in which a sparse vector (a vector with a few nonzero elements) is subject to measurement. The measurement matrix e…