:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Vaseqi, Zahra, Clark, James
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	https://arxiv.org/abs/2601.17056
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Minerva-Ego: Spatiotemporal Hints for Egocentric Video Understanding
by: Nagrani, Arsha, et al.
Published: (2026)

Ego-VPA: Egocentric Video Understanding with Parameter-efficient Adaptation
by: Wu, Tz-Ying, et al.
Published: (2024)

EgoBridge: Domain Adaptation for Generalizable Imitation from Egocentric Human Data
by: Punamiya, Ryan, et al.
Published: (2025)

EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video
by: Hoque, Ryan, et al.
Published: (2025)

MM-Ego: Towards Building Egocentric Multimodal LLMs for Video QA
by: Ye, Hanrong, et al.
Published: (2024)

Detecting OOD Samples via Optimal Transport Scoring Function
by: Gao, Heng, et al.
Published: (2025)

EgoCogNav: Cognition-aware Human Egocentric Navigation
by: Qiu, Zhiwen, et al.
Published: (2025)

EgoMAGIC- An Egocentric Video Field Medicine Dataset for Training Perception Algorithms
by: VanVoorst, Brian, et al.
Published: (2026)

EgoSurgery-HTS: A Dataset for Egocentric Hand-Tool Segmentation in Open Surgery Videos
by: Darjana, Nathan, et al.
Published: (2025)

EgoBabyVLM: Benchmarking Cross-Modal Learning from Naturalistic Egocentric Video Data
by: Lin, Dongyan, et al.
Published: (2026)

X-Ego: Acquiring Team-Level Tactical Situational Awareness via Cross-Egocentric Contrastive Video Representation Learning
by: Wang, Yunzhe, et al.
Published: (2025)

EgoVLA: Learning Vision-Language-Action Models from Egocentric Human Videos
by: Yang, Ruihan, et al.
Published: (2025)

EgoCHARM: Resource-Efficient Hierarchical Activity Recognition using an Egocentric IMU Sensor
by: Padmanabha, Akhil, et al.
Published: (2025)

EgoSurgery-Phase: A Dataset of Surgical Phase Recognition from Egocentric Open Surgery Videos
by: Fujii, Ryo, et al.
Published: (2024)

EgoSurgery-Tool: A Dataset of Surgical Tool and Hand Detection from Egocentric Open Surgery Videos
by: Fujii, Ryo, et al.
Published: (2024)

EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds
by: Chen, Lu, et al.
Published: (2025)

EgoAdapt: Adaptive Multisensory Distillation and Policy Learning for Efficient Egocentric Perception
by: Chowdhury, Sanjoy, et al.
Published: (2025)

Pooling Image Datasets With Multiple Covariate Shift and Imbalance
by: Chytas, Sotirios Panagiotis, et al.
Published: (2024)

Robustifying Diffusion-Denoised Smoothing Against Covariate Shift
by: Hedayatnia, Ali, et al.
Published: (2025)

General-Purpose Multi-Modal OOD Detection Framework
by: Duong, Viet, et al.
Published: (2023)

Improving OOD Generalization of Pre-trained Encoders via Aligned Embedding-Space Ensembles
by: Peng, Shuman, et al.
Published: (2024)

Continual Learning: Less Forgetting, More OOD Generalization via Adaptive Contrastive Replay
by: Rezaei, Hossein, et al.
Published: (2024)

Mahalanobis++: Improving OOD Detection via Feature Normalization
by: Mueller, Maximilian, et al.
Published: (2025)

Adapting by Analogy: OOD Generalization of Visuomotor Policies via Functional Correspondence
by: Gupta, Pranay, et al.
Published: (2025)

EgoInteract: Synthetic Egocentric Videos Generation for Interaction Understanding and Anticipation
by: Leonardi, Rosario, et al.
Published: (2026)

$Δ\mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization
by: Zhu, Lin, et al.
Published: (2025)

Adapting to Distribution Shift by Visual Domain Prompt Generation
by: Chi, Zhixiang, et al.
Published: (2024)

EgoEMS: A High-Fidelity Multimodal Egocentric Dataset for Cognitive Assistance in Emergency Medical Services
by: Weerasinghe, Keshara, et al.
Published: (2025)

Distance Matters For Improving Performance Estimation Under Covariate Shift
by: Roschewitz, Mélanie, et al.
Published: (2023)

Comprehensive OOD Detection Improvements
by: Lakkapragada, Anish, et al.
Published: (2024)

EgoLCD: Egocentric Video Generation with Long Context Diffusion
by: Zhang, Liuzhou, et al.
Published: (2025)

EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity
by: Hollidt, Dominik, et al.
Published: (2025)

Rethinking the Evaluation Protocol of Domain Generalization
by: Yu, Han, et al.
Published: (2023)

Can Your Generative Model Detect Out-of-Distribution Covariate Shift?
by: Viviers, Christiaan, et al.
Published: (2024)

Hybrid-Regularized Magnitude Pruning for Robust Federated Learning under Covariate Shift
by: Goksu, Ozgu, et al.
Published: (2024)

Understanding Image2Video Domain Shift in Food Segmentation: An Instance-level Analysis on Apples
by: Park, Keonvin, et al.
Published: (2026)

Scalable Ensemble Diversification for OOD Generalization and Detection
by: Rubinstein, Alexander, et al.
Published: (2024)

EgoX: Egocentric Video Generation from a Single Exocentric Video
by: Kang, Taewoong, et al.
Published: (2025)

Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting
by: Chen, Anthony, et al.
Published: (2023)

EigenScore: OOD Detection using Covariance in Diffusion Models
by: Shoushtari, Shirin, et al.
Published: (2025)