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Maja Pantic

47 papers · 2013–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (76) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (9) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (19) πŸ† Grand Slam πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (5) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (222) πŸ”₯ Unstoppable (13) πŸ’Ž Century Club (47) πŸš€ Conference Pioneer

Conferences

CVPR (21) INTERSPEECH (10) ICCV (5) WACV (4) ICLR (2) JMLR (2) AAAI (1) ICML (1) NIPS (1)

Top co-authors

Stavros Petridis (19) Pingchuan Ma (10) Stefanos Zafeiriou (10) Yannis Panagakis (7) Konstantinos Vougioukas (7) Rodrigo Mira (6) Alexandros Haliassos (6) Shiyang Cheng (5) Honglie Chen (5) Jean Kossaifi (5)

Keywords

self-supervised learning (4) generative adversarial network (4) lip reading (4) facial action unit (4) visual speech recognition (3) model compression (3) tensor decomposition (3) automatic speech recognition (3) face alignment (3) facial expression (3) variational autoencoder (3) generative model (2) latent variable model (2) ordinal regression (2) nuclear norm minimization (2) representation learning (2) diffusion model (2) semi-supervised learning (2) feature extraction (2) dynamic time warping (2)

Papers

KeyFace: Expressive Audio-Driven Facial Animation for Long Sequences via KeyFrame Interpolation CVPR 2025
Diffused Heads: Diffusion Models Beat GANs on Talking-Face Generation WACV 2024
Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs NIPS 2024
Dynamic Data Pruning for Automatic Speech Recognition INTERSPEECH 2024
MSRS: Training Multimodal Speech Recognition Models from Scratch with Sparse Mask Optimization INTERSPEECH 2024
RT-LA-VocE: Real-Time Low-SNR Audio-Visual Speech Enhancement INTERSPEECH 2024
EMOPortraits: Emotion-enhanced Multimodal One-shot Head Avatars CVPR 2024
SparseVSR: Lightweight and Noise Robust Visual Speech Recognition INTERSPEECH 2023
FAN-Trans: Online Knowledge Distillation for Facial Action Unit Detection WACV 2023
Streaming Audio-Visual Speech Recognition with Alignment Regularization INTERSPEECH 2023
Jointly Learning Visual and Auditory Speech Representations from Raw Data ICLR 2023
SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision CVPR 2023
Cauchy–Schwarz Regularized Autoencoder JMLR 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection CVPR 2022
SVTS: Scalable Video-to-Speech Synthesis INTERSPEECH 2022
Lips Don't Lie: A Generalisable and Robust Approach To Face Forgery Detection CVPR 2021
DINO: A Conditional Energy-Based GAN for Domain Translation ICLR 2021
LiRA: Learning Visual Speech Representations from Audio Through Self-Supervision INTERSPEECH 2021
Lip-Reading With Densely Connected Temporal Convolutional Networks WACV 2021
Incremental Multi-Domain Learning with Network Latent Tensor Factorization AAAI 2020
Dynamic Face Video Segmentation via Reinforcement Learning CVPR 2020
Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation CVPR 2020
Shape Constrained Network for Eye Segmentation in the Wild WACV 2020
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations ICML 2020
T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order Tensor CVPR 2019
Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition INTERSPEECH 2019
Video-Driven Speech Reconstruction Using Generative Adversarial Networks INTERSPEECH 2019
TensorLy: Tensor Learning in Python JMLR 2019
4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications CVPR 2018
GAGAN: Geometry-Aware Generative Adversarial Networks CVPR 2018
Deep Structured Learning for Facial Action Unit Intensity Estimation CVPR 2017
DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding ICCV 2017
Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective INTERSPEECH 2017
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity CVPR 2016
Joint Unsupervised Deformable Spatio-Temporal Alignment of Sequences CVPR 2016
Robust Statistical Face Frontalization ICCV 2015
Latent Trees for Estimating Intensity of Facial Action Units CVPR 2015
Multi-Conditional Latent Variable Model for Joint Facial Action Unit Detection ICCV 2015
Gauss-Newton Deformable Part Models for Face Alignment in-the-Wild CVPR 2014
Incremental Face Alignment in the Wild CVPR 2014
RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models CVPR 2014
Merging SVMs with Linear Discriminant Analysis: A Combined Model CVPR 2014
Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations CVPR 2014
Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences CVPR 2013
Learning Slow Features for Behaviour Analysis ICCV 2013
Robust Discriminative Response Map Fitting with Constrained Local Models CVPR 2013
Optimization Problems for Fast AAM Fitting in-the-Wild ICCV 2013