Paper-Conference

Multi-speaker Attention Alignment for Multimodal Social Interaction
Understanding social interaction in video requires reasoning over a dynamic interplay of verbal and non-verbal cues: who is speaking, …
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Multi-speaker Attention Alignment for Multimodal Social Interaction
Physically Plausible Human-Object Interaction Generation via Attribute Classifier Guidance
Human motion during daily interactions is inherently shaped by physical attributes such as mass, friction, and fragility. While the …
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Physically Plausible Human-Object Interaction Generation via Attribute Classifier Guidance
Exploring a Collaborative Gamified Approach to Vision-Language Model Evaluation
Vision-language models demonstrate impressive capabilities, yet constructing evaluation datasets that capture their failure cases still …
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Exploring a Collaborative Gamified Approach to Vision-Language Model Evaluation
EgoBrain: Synergizing Minds and Eyes For Human Action Understanding
The integration of brain-computer interfaces (BCIs), in particular electroencephalography (EEG), with artificial intelligence (AI) has …
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EgoBrain: Synergizing Minds and Eyes For Human Action Understanding
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
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
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
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