Cover Image

Learning Unsupervised Gaze Representation via Eye Mask Driven Information Bottleneck

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jiang, Yangzhou, Lin, Yinxin, Wang, Yaoming, Li, Teng, Ke, Bilian, Ni, Bingbing
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

TalkingEyes: Pluralistic Speech-Driven 3D Eye Gaze Animation
by: Zhuang, Yixiang, et al.
Published: (2025)

Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
by: Mazzamuto, Michele, et al.
Published: (2024)

Eye Gaze Tells You Where to Compute: Gaze-Driven Efficient VLMs
by: Chen, Qinyu, et al.
Published: (2025)

Enhancing Reusability of Learned Skills for Robot Manipulation via Gaze Information and Motion Bottlenecks
by: Takizawa, Ryo, et al.
Published: (2025)

DualNeRF: Text-Driven 3D Scene Editing via Dual-Field Representation
by: Xiong, Yuxuan, et al.
Published: (2025)

AU-vMAE: Knowledge-Guide Action Units Detection via Video Masked Autoencoder
by: Jin, Qiaoqiao, et al.
Published: (2024)

GazePrior: Zero-Shot AR/VR Eye Tracking via Learned 3D Gaze Reconstruction
by: Dumery, Corentin, et al.
Published: (2026)

GazeShift: Unsupervised Gaze Estimation and Dataset for VR
by: Shapira, Gil, et al.
Published: (2026)

Disentangled Representation Learning with Transmitted Information Bottleneck
by: Dang, Zhuohang, et al.
Published: (2023)

Eyes on VLM: Benchmarking Gaze Following and Social Gaze Prediction in Vision Language Models
by: Wang, Hengfei, et al.
Published: (2026)

Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling
by: Wu, Di, et al.
Published: (2024)

Vectorized Video Representation with Easy Editing via Hierarchical Spatio-Temporally Consistent Proxy Embedding
by: Chen, Ye, et al.
Published: (2025)

Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks
by: Hong, Jinyung, et al.
Published: (2024)

Towards Unsupervised Eye-Region Segmentation for Eye Tracking
by: Deng, Jiangfan, et al.
Published: (2024)

Thinking with Gaze: Sequential Eye-Tracking as Visual Reasoning Supervision for Medical VLMs
by: Li, Yiwei, et al.
Published: (2026)

GazeDETR: Gaze Detection using Disentangled Head and Gaze Representations
by: de Belen, Ryan Anthony Jalova, et al.
Published: (2025)

GeoMM: On Geodesic Perspective for Multi-modal Learning
by: Mei, Shibin, et al.
Published: (2025)

InfoBFR: Real-World Blind Face Restoration via Information Bottleneck
by: Gao, Nan, et al.
Published: (2025)

MaskFi: Unsupervised Learning of WiFi and Vision Representations for Multimodal Human Activity Recognition
by: Yang, Jianfei, et al.
Published: (2024)

DHECA-SuperGaze: Dual Head-Eye Cross-Attention and Super-Resolution for Unconstrained Gaze Estimation
by: Šikić, Franko, et al.
Published: (2025)

IBCapsNet: Information Bottleneck Capsule Network for Noise-Robust Representation Learning
by: Xiang, Canqun, et al.
Published: (2026)

The Inductive Bottleneck: Data-Driven Emergence of Representational Sparsity in Vision Transformers
by: Awadhiya, Kanishk
Published: (2025)

Robust Iris Centre Localisation for Assistive Eye-Gaze Tracking
by: Pathiranage, Nipun Sandamal Ranasekara, et al.
Published: (2024)

In the Eye of Transformer: Global-Local Correlation for Egocentric Gaze Estimation
by: Lai, Bolin, et al.
Published: (2022)

EgoCampus: Egocentric Pedestrian Eye Gaze Model and Dataset
by: John, Ronan, et al.
Published: (2025)

GazeGen: Gaze-Driven User Interaction for Visual Content Generation
by: Hsieh, He-Yen, et al.
Published: (2024)

LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation
by: Yin, Pengwei, et al.
Published: (2024)

Hybrid-Domain Adaptative Representation Learning for Gaze Estimation
by: Tan, Qida, et al.
Published: (2025)

Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation
by: Yang, Yuchen, et al.
Published: (2023)

DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception
by: Jiang, Kai, et al.
Published: (2024)

EyeCue: Driver Cognitive Distraction Detection via Gaze-Empowered Egocentric Video Understanding
by: Zhang, Lang, et al.
Published: (2026)

ProxyImg: Towards Highly-Controllable Image Representation via Hierarchical Disentangled Proxy Embedding
by: Chen, Ye, et al.
Published: (2026)

Representation Forcing for Bottleneck-Free Unified Multimodal Models
by: Wang, Yuqing, et al.
Published: (2026)

Information Bottleneck Approach to Spatial Attention Learning
by: Lai, Qiuxia, et al.
Published: (2021)

Pose2Gaze: Eye-body Coordination during Daily Activities for Gaze Prediction from Full-body Poses
by: Hu, Zhiming, et al.
Published: (2023)

Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders
by: Ryan, Fiona, et al.
Published: (2024)

Roll Your Eyes: Gaze Redirection via Explicit 3D Eyeball Rotation
by: Choi, YoungChan, et al.
Published: (2025)

Information-Bottleneck Driven Binary Neural Network for Change Detection
by: Yin, Kaijie, et al.
Published: (2025)

MTS-DMAE: Dual-Masked Autoencoder for Unsupervised Multivariate Time Series Representation Learning
by: Xu, Yi, et al.
Published: (2025)

SVGThinker: Instruction-Aligned and Reasoning-Driven Text-to-SVG Generation
by: Chen, Hanqi, et al.
Published: (2025)