Thenukan Pathmanathan
2 indexed papers
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226
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Vision×2AI×2
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2026
xModel-KD: Cross-modal Knowledge Distillation for 3D Scene Perception using LiDAR
The paper proposes xModel-KD, a cross-modal knowledge distillation framework, to improve 3D point cloud segmentation by effectively transferring rich appearance cues from 2D images to sparse 3D geometry.
ConTrans: Learning Text-enhanced Local-global Temporal Representations for Zero-shot Temporal Action Localization
The paper introduces ConTrans, a novel local-global multi-scale encoder that combines convolutional and transformer features to significantly improve zero-shot temporal action localization by capturing both fine-grained local details and long-range global context.
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Papers
cs.CVcs.AIRecentMay 29, 2026
ConTrans: Learning Text-enhanced Local-global Temporal Representations for Zero-shot Temporal Action Localization
The paper introduces ConTrans, a novel local-global multi-scale encoder that combines convolutional and transformer features to significantly improve zero-shot temporal action localization by capturin…
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cs.CVcs.AIRecentMay 28, 2026