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

January 21, 2024

Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification
Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen
Human Head Long Tailed Classification Feature Distribution Feature Uncertainty

January 11, 2024

January 9, 2024

Jump Cut Smoothing for Talking Heads
Xiaojuan Wang, Taesung Park, Yang Zhou, Eli Shechtman, Richard Zhang
Human Head Densepose Model Jump Cut

December 23, 2023

TransFace: Unit-Based Audio-Visual Speech Synthesizer for Talking Head Translation
Xize Cheng, Rongjie Huang, Linjun Li, Tao Jin, Zehan Wang, Aoxiong Yin, Minglei Li, Xinyu Duan, changpeng yang, Zhou Zhao
Human Head Direct Speech to Speech Translation Speech to Unit Video to Speech Synthesis Audio Visual Speech

December 17, 2023

DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations
Guojun Xiong, Gang Yan, Shiqiang Wang, Jian Li
Representation Learning Decentralized Learning Human Head Global Feature Joint Representation Decentralized Manner

December 15, 2023

Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information
Zhengyuan Liu, Nancy F. Chen
Human Head Multi Head Self Attention Attention Head Network Pruning Dialogue Summarization Transformer Based Summarization Model Dialogue Coreference

December 14, 2023

ADA-YOLO: Dynamic Fusion of YOLOv8 and Adaptive Heads for Precise Image Detection and Diagnosis
Shun Liu, Jianan Zhang, Ruocheng Song, Teik Toe Teoh
Attention Based Computer Vision Task Human Head Look Once Version 8 Biomedical Image Analysis Medical Object Detection Sdnia Yolo Dynamic Fusion

December 11, 2023

DiT-Head: High-Resolution Talking Head Synthesis using Diffusion Transformers
Aaron Mir, Eduardo Alonso, Esther Mondragón
High Resolution Denoising Process Human Head Diffusion Transformer Head Synthesis

December 4, 2023

VividTalk: One-Shot Audio-Driven Talking Head Generation Based on 3D Hybrid Prior
Xusen Sun, Longhao Zhang, Hao Zhu, Peng Zhang, Bang Zhang, Xinya Ji, Kangneng Zhou, Daiheng Gao, Liefeng Bo, Xun Cao
Audio Driven Human Head Head Generation Head Motion 3D Motion

November 29, 2023

Talking Head(?) Anime from a Single Image 4: Improved Model and Its Distillation
Pramook Khungurn
Generative Model Single Image Mutual Distillation Human Head Character Level Self Avatar Model Improvement

November 28, 2023

THInImg: Cross-modal Steganography for Presenting Talking Heads in Images
Lin Zhao, Hongxuan Li, Xuefei Ning, Xinru Jiang
Human Head Talking Head Covert Communication Non Archival Presentation Cross Modal Steganography

November 13, 2023

Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors
Marc Aubreville, Zhaoya Pan, Matti Sievert, Jonas Ammeling, Jonathan Ganz, Nicolai Oetter, Florian Stelzle, Ann-Kathrin Frenken, Katharina Breininger, Miguel Goncalves
Classification Code Human Head Unseen Domain Neck Cancer Biopsy Core

October 11, 2023

Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention
Huiyin Xue, Nikolaos Aletras
Pre Trained Language Model Human Head Multi Head Attention Attention Head Multi Head Graph PIT

October 9, 2023

Anchor-Intermediate Detector: Decoupling and Coupling Bounding Boxes for Accurate Object Detection
Yilong Lv, Min Li, Yujie He, Shaopeng Li, Zhuzhen He, Aitao Yang
Object Detection Human Head Bounding Box Multi Agent Decoupling Coefficient Head Detection Anchor Based Detector

October 8, 2023

GestSync: Determining who is speaking without a talking head
Sindhu B Hegde, Andrew Zisserman
Audio Visual Human Head High Quality Gesture Lip Movement

October 6, 2023

ILSH: The Imperial Light-Stage Head Dataset for Human Head View Synthesis
Jiali Zheng, Youngkyoon Jang, Athanasios Papaioannou, Christos Kampouris, Rolandos Alexandros Potamias, Foivos Paraperas Papantoniou, Efstathios Galanakis, Ales Leonardis, Stefanos Zafeiriou
Human Head Head Synthesis Photorealistic Avatar

September 25, 2023

Automatic Animation of Hair Blowing in Still Portrait Photos
Wenpeng Xiao, Wentao Liu, Yitong Wang, Bernard Ghanem, Bing Li
Human Head Real Image Animation Portrait Image Hair Strand Image Animation 3D Hair Extraction Method

September 23, 2023

Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head
Alan Q. Wang, Minh Nguyen, Mert R. Sabuncu
Unseen Domain Human Head Invariant Representation Invariant Feature Novel Causal Model Nonparametric Modeling Domain Generalization Datasets

September 14, 2023

Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation
Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi
Robust Version Human Head Head Pose Estimation Head Orientation Rotation Representation Full Range

Human Head

Papers

Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification

On the representation and methodology for wide and short range head pose estimation

Decentralized Gossip Mutual Learning (GML) for automatic head and neck tumor segmentation

Jump Cut Smoothing for Talking Heads

TransFace: Unit-Based Audio-Visual Speech Synthesizer for Talking Head Translation

DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations

Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information

ADA-YOLO: Dynamic Fusion of YOLOv8 and Adaptive Heads for Precise Image Detection and Diagnosis

DiT-Head: High-Resolution Talking Head Synthesis using Diffusion Transformers

VividTalk: One-Shot Audio-Driven Talking Head Generation Based on 3D Hybrid Prior

Talking Head(?) Anime from a Single Image 4: Improved Model and Its Distillation

THInImg: Cross-modal Steganography for Presenting Talking Heads in Images

Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors

Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention

Anchor-Intermediate Detector: Decoupling and Coupling Bounding Boxes for Accurate Object Detection

GestSync: Determining who is speaking without a talking head

ILSH: The Imperial Light-Stage Head Dataset for Human Head View Synthesis

Automatic Animation of Hair Blowing in Still Portrait Photos

Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head

Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation