Project Aria @Meta (@meta_aria)

Meta의 Project Aria와 커스텀 힘 감지 그리퍼를 결합한 Hoi! 데이터셋을 소개합니다. Aria 글래스의 1인칭 시점, 시선 추적, 실제 환경 상호작용을 활용해 보는 것·행동·감각의 간극을 줄이는 멀티모달 로봇/비전 데이터셋입니다.

https://x.com/meta_aria/status/2044829498156478579

#metaaria #dataset #multimodal #robotics #eyetracking

Summer School: “Advanced Methods in Eye Tracking”

From June 22 to 23, 2026, the summer school “Advanced Methods in Eye Tracking” will take place at the University of East Anglia, UK.

See the poster for details. The announcement reads:

This interdisciplinary summer school will offer Phd students and other early career researchers from psychology and across the cognitive and social sciences advanced training in all aspects of eye tracking, and a clear interdisciplinary understanding of a range of research questions that can be addressed by eye tracking. It will be conducted over two days, with the first day consisting of research talks and the second day consisting of hands-on lab work and skill building. The first day is being offered as a hybrid event with talks being streamed live, for students wanting to attend online only. The second day is “in person” only.

We are excited to share that two of our papers have been accepted to ETRA 2026!

1. QualitEye: Public and Privacy-preserving Gaze Data Quality Verification
Mayar Elfares, Pascal Reisert, Ralf Küsters, Andreas Bulling

2. Learning Alignments of Human Gaze and Fine-grained Task Descriptions
Takumi Nishiyasu, Zhiming Hu, Andreas Bulling, Yoichi Sato

Congratulations to all authors!

For preprints and updates, feel free to visit our website: https://www.collaborative-ai.org/

#ETRA2026 #EyeTracking #HCI

Experts explain why the 'Infinity Tracing Technique' can be a game changer for people with insomnia

https://fed.brid.gy/r/https://www.upworthy.com/infinity-tracing-technique-for-sleep

We benchmarked the direct competitor of the EyeLink 1000 Plus: VPixx' TRACKPixx3 eye-tracker. Across 8 tasks (see graph), accuracy was mostly similar, especially at the fixation level. A key difference emerged at the sample level: TRACKPixx3 uses an undocumented internal filter which yields smoother sample data but may affect saccade kinematics and fixation onsets. Check the paper for fine-grained results:

https://osf.io/preprints/psyarxiv/vucg3_v1

#EyeTracking #VisionScience #Psycholinguistics #ResearchMethods

Compositional data (proportions that sum to 1) behave in ways standard models aren’t built for

I walk through why Dirichlet regression is often the right tool & what extra insight it gives, using a real example of eyetracking

#Dirichlet #r #brms #guide #eyetracking #ordbetareg #tutorial #reanalysis #substack

https://open.substack.com/pub/mzloteanu/p/where-were-you-looking-re-analysis?r=3b457w&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true

New preprint on spatial bias in visual attention and how to counter it. In a two-alternative forced choice task, we show a 300% increase in statistical power when left-bias is neutralized. More is possible. Implications for visual world paradigm and perhaps the maze task.

https://osf.io/preprints/psyarxiv/p8gz7_v1

This started as a student project in our eye-tracking course. Amazing to see what cool things students will put together if you let them.

#attention #vision #eyetracking #spatialbias #2afc