Human Head

The human head is a focal point in diverse research areas, ranging from medical image analysis and treatment planning to computer graphics and AI. Current research emphasizes developing sophisticated models for accurate head pose estimation, realistic 3D head avatar generation (often using Gaussian splatting and 3D Morphable Models), and efficient processing of long-context information in large language models. These advancements are significant for improving medical diagnoses and treatments (e.g., cancer radiotherapy), creating more immersive and interactive virtual experiences, and enhancing the capabilities of AI systems.

Papers

December 8, 2022

Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection
Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek
Human Head Good Better Rich Attribute Random Projection Rhythm Game Multidimensional Projection Perspective Projection Bias Removal

December 7, 2022

A Flexible Nadaraya-Watson Head Can Offer Explainable and Calibrated Classification
Alan Q. Wang, Mert R. Sabuncu
Inherent Interpretability Neural Network Architecture Human Head Classification Head Calibrated Learning Nadaraya Watson Prediction Head

December 6, 2022

Learning Neural Parametric Head Models
Simon Giebenhain, Tobias Kirschstein, Markos Georgopoulos, Martin Rünz, Lourdes Agapito, Matthias Nießner
Human Head Morphable Model Neural Deformation Parametric Representation Parametric Head Model Hybrid Neural Field

November 22, 2022

Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition
Jiaxiang Tang, Kaisiyuan Wang, Hang Zhou, Xiaokang Chen, Dongliang He, Tianshu Hu, Jingtuo Liu, Gang Zeng, Jingdong Wang
Neural Radiance Field 3D Object Human Head Portrait Image Portrait Synthesis

November 10, 2022

October 29, 2022

Multi-Scale Fusion Methodologies for Head and Neck Tumor Segmentation
Abhishek Srivastava, Debesh Jha, Bulent Aydogan, Mohamed E. Abazeed, Ulas Bagci
Multi Scale Tumor Segmentation Human Head Treatment Planning Neck Tumor Segmentation Scale Fusion Gross Tumor Volume

October 9, 2022

Better Pre-Training by Reducing Representation Confusion
Haojie Zhang, Mingfei Liang, Ruobing Xie, Zhenlong Sun, Bo Zhang, Leyu Lin
Pre Trained Language Model Pre Training Human Head Masked Language Transformer Based Pre Trained Language

September 22, 2022

September 9, 2022

Talking Head from Speech Audio using a Pre-trained Image Generator
Mohammed M. Alghamdi, He Wang, Andrew J. Bulpitt, David C. Hogg
Latent Space StyleGAN Latent Human Head Convolutional Neural Network Model Speech Utterance

August 28, 2022

Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy
Thomas Weissmann, Yixing Huang, Stefan Fischer, Johannes Roesch, Sina Mansoorian, Horacio Ayala Gaona, Antoniu-Oreste Gostian, Markus Hecht, Sebastian Lettmaier, Lisa Deloch, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Andreas Maier, Heinrich Iro, Sabine Semrau, Christoph Bert, Rainer Fietkau, Florian Putz
Deep Learning Human Head Lymph Node High Accuracy Model Generation Expert Delineated Cohort

August 21, 2022

Towards MOOCs for Lipreading: Using Synthetic Talking Heads to Train Humans in Lipreading at Scale
Aditya Agarwal, Bipasha Sen, Rudrabha Mukhopadhyay, Vinay Namboodiri, C. V Jawahar
Real Human Human Head Large Scale Synthetic Lip Reading Massive Open Online Course

August 17, 2022

Two Heads are Better than One: Robust Learning Meets Multi-branch Models
Dong Huang, Qingwen Bu, Yuhao Qing, Haowen Pi, Sen Wang, Heming Cui
Adversarial Attack Adversarial Example Adversarial Training Adversarial Robustness Robust Learning Human Head Dual Branch

June 23, 2022

Learning To Generate Scene Graph from Head to Tail
Chaofan Zheng, Xinyu Lyu, Yuyu Guo, Pengpeng Zeng, Jingkuan Song, Lianli Gao
LeArning Abstract Scene Graph Graph Structure Scene Graph Generation Human Head Thin Tail

May 19, 2022

k-strip: A novel segmentation algorithm in k-space for the application of skull stripping
Moritz Rempe, Florian Mentzel, Kelsey L. Pomykala, Johannes Haubold, Felix Nensa, Kevin Kröninger, Jan Egger, Jens Kleesiek
Application Proficiency Human Head K Space K Content MRI Slice Brain Extraction Novel Segmentation

April 27, 2022

Few-Shot Head Swapping in the Wild
Changyong Shu, Hemao Wu, Hang Zhou, Jiaming Liu, Zhibin Hong, Changxing Ding, Junyu Han, Jingtuo Liu, Errui Ding, Jingdong Wang
Wild Challenge Human Head Shot Class Head Model

April 9, 2022

Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks
Michael Lohaus, Matthäus Kleindessner, Krishnaram Kenthapadi, Francesco Locatello, Chris Russell
Neural Network Deep Network Human Head Multi Head FAir Classifier FAIRness Approach Equal Treatment

March 24, 2022

Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals
Simon Vandenhende, Dhruv Mahajan, Filip Radenovic, Deepti Ghadiyaram
Counterfactual Explanation Human Head Thin Tail Visual Counterfactual Explanation Discriminative Response

February 25, 2022

6D Rotation Representation For Unconstrained Head Pose Estimation
Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
Human Head Annotation Tool Head Pose Estimation Pose Prediction Rotation Representation Geodesic Loss

Human Head

Papers

Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection

A Flexible Nadaraya-Watson Head Can Offer Explainable and Calibrated Classification

Learning Neural Parametric Head Models

Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition

StyleNAT: Giving Each Head a New Perspective

Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer

Multi-Scale Fusion Methodologies for Head and Neck Tumor Segmentation

Better Pre-Training by Reducing Representation Confusion

Recurrence-free Survival Prediction under the Guidance of Automatic Gross Tumor Volume Segmentation for Head and Neck Cancers

Automated head and neck tumor segmentation from 3D PET/CT

Talking Head from Speech Audio using a Pre-trained Image Generator

Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy

Towards MOOCs for Lipreading: Using Synthetic Talking Heads to Train Humans in Lipreading at Scale

Two Heads are Better than One: Robust Learning Meets Multi-branch Models

Learning To Generate Scene Graph from Head to Tail

k-strip: A novel segmentation algorithm in k-space for the application of skull stripping

Few-Shot Head Swapping in the Wild

Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks

Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals

6D Rotation Representation For Unconstrained Head Pose Estimation