ETH-XGaze
PulseAugur coverage of ETH-XGaze — every cluster mentioning ETH-XGaze across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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Coordinate singularities break conformal prediction for vision tasks
Researchers have identified a critical flaw in conformal prediction methods used for computer vision tasks involving curved output spaces, such as gaze and head pose estimation. The study demonstrates that defining pred…
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New capsule architecture enhances gaze estimation accuracy and speed
Researchers have developed CapStARE, a novel capsule-based architecture for gaze estimation. This system utilizes a frozen ConvNeXt backbone for efficient feature extraction and capsule formation with attention-based ro…
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GMGaze model achieves SOTA gaze estimation with CLIP and multiscale transformer
Researchers have introduced GMGaze, a novel approach to gaze estimation that utilizes a multi-scale transformer architecture and incorporates context-aware conditioning. This method addresses limitations in existing mod…