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UniGaze: Towards Universal Gaze Estimation via Large-scale Pre-Training
Despite decades of research on data collection and model architectures, current gaze estimation models encounter significant challenges …
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UniGaze: Towards Universal Gaze Estimation via Large-scale Pre-Training
Learning-by-Generation: Enhancing Gaze Estimation via Controllable Generative Data and Two-Stage Training
Generalization to unseen environments is crucial in appearance-based gaze estimation but is primarily hindered by limitations in …
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Learning-by-Generation: Enhancing Gaze Estimation via Controllable Generative Data and Two-Stage Training
Robust Long-term Test-Time Adaptation for 3D Human Pose Estimation through Motion Discretization
Online test-time adaptation addresses the train-test domain gap by adapting the model on unlabeled streaming test inputs before making …
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Robust Long-term Test-Time Adaptation for 3D Human Pose Estimation through Motion Discretization
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement
Along with the recent development of deep neural networks, appearance-based gaze estimation has succeeded considerably when training …
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Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement
Data-driven Head Motion Generation through Natural Gaze-Head Coordination
We present the first data-driven approach to model temporal gaze-head coordination from large-scale in-the-wild facial videos. To …
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Data-driven Head Motion Generation through Natural Gaze-Head Coordination
Audio-visual localization based on spatial relative sound order
Sound localization is one of the essential tasks in audio-visual learning. Especially, stereo sound localization methods have been …
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Audio-visual localization based on spatial relative sound order
Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
We address the challenge of unsupervised mistake detection in egocentric video of skilled human activities through the analysis of gaze …
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Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training
We present a framework for pre-training of 3D hand pose estimation from in-the-wild hand images sharing with similar hand …
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SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training
A Multimodal LLM-based Assistant for User-Centric Interactive Machine Learning
This paper proposes a system based on a multimodal large language model (MLLM) to assist non-expert users without prior experience in …
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A Multimodal LLM-based Assistant for User-Centric Interactive Machine Learning
Exo2EgoDVC: Dense Video Captioning of Egocentric Procedural Activities Using Web Instructional Videos
We propose a novel benchmark for cross-view knowledge transfer of dense video captioning, adapting models from web instructional videos …
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Exo2EgoDVC: Dense Video Captioning of Egocentric Procedural Activities Using Web Instructional Videos
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