409 citations · 1.5k across the 95 of their papers we have counts for
9 papers · 1 filter
Self-Supervised 3D Face Reconstruction via Conditional Estimation
Yandong Wen, Weiyang Liu, Bhiksha Raj +1
We present a conditional estimation (CEST) framework to learn 3D facial parameters from 2D single-view images by self-supervised training from videos. CEST is based on the process…
SphereFace Revived: Unifying Hyperspherical Face Recognition
Weiyang Liu, Yandong Wen, Bhiksha Raj +2
This paper addresses the deep face recognition problem under an open-set protocol, where ideal face features are expected to have smaller maximal intra-class distance than minimal…
The Right to Talk: An Audio-Visual Transformer Approach
Thanh-Dat Truong, Chi Nhan Duong, The De Vu +4
Turn-taking has played an essential role in structuring the regulation of a conversation. The task of identifying the main speaker (who is properly taking his/her turn of speaking)…
SphereFace2: Binary Classification is All You Need for Deep Face Recognition
Yandong Wen, Weiyang Liu, Adrian Weller +2
State-of-the-art deep face recognition methods are mostly trained with a softmax-based multi-class classification framework. Despite being popular and effective, these methods stil…
Controlled AutoEncoders to Generate Faces from Voices
Hao Liang, Lulan Yu, Guikang Xu +2
Multiple studies in the past have shown that there is a strong correlation between human vocal characteristics and facial features. However, existing approaches generate faces simp…
Improving weakly supervised sound event detection with self-supervised auxiliary tasks
Soham Deshmukh, Bhiksha Raj, Rita Singh
While multitask and transfer learning has shown to improve the performance of neural networks in limited data settings, they require pretraining of the model on large datasets befo…