List of works - Munawar Hayat

1M-Deepfakes Detection Challenge

scientific article published on 26 October 2024

A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. ⬇️

scientific article

A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification ⬇️

A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample

scholarly article by Yinjie Lei et al published April 2016 in Pattern Recognition

A Video-Based Facial Behaviour Analysis Approach to Melancholia

AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset

scientific article published on 26 October 2024

An Automatic Framework for Textured 3D Video-Based Facial Expression Recognition

An RGB–D based image set classification for robust face recognition from Kinect data

An efficient 3D face recognition approach using local geometrical signatures

scholarly article by Yinjie Lei et al published February 2014 in Pattern Recognition

Clustering of video-patches on Grassmannian manifold for facial expression recognition from 3D videos

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data.

scientific article

Deep Reconstruction Models for Image Set Classification

scientific article published in April 2015

Empowering Simple Binary Classifiers for Image Set Based Face Recognition

Evaluation of Spatiotemporal Detectors and Descriptors for Facial Expression Recognition

Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017

Joint Registration and Representation Learning for Unconstrained Face Identification

Learning Non-linear Reconstruction Models for Image Set Classification

Novel low level local features for 3D expression invariant face recognition

Regularization of deep neural networks with spectral dropout

scientific article published on 16 October 2018

Reverse Training: An Efficient Approach for Image Set Classification

Transformers in Vision: A Survey

scientific article published on 06 January 2022

List of works by Munawar Hayat