🏢 Hangzhou Dianzi University
Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation
·3785 words·18 mins·
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Computer Vision
Image Segmentation
🏢 Hangzhou Dianzi University
Boosting 3D medical image segmentation, a novel U-shaped Connection (uC) integrates 2D U-Net skip connections into 3D CNNs, improving axial-slice plane feature extraction, surpassing state-of-the-art …
Learnability Matters: Active Learning for Video Captioning
·2406 words·12 mins·
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Natural Language Processing
Text Generation
🏢 Hangzhou Dianzi University
Active learning for video captioning is enhanced by a novel algorithm that prioritizes ’learnability’, diversity, and uncertainty to address annotation inconsistency.
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning
·2527 words·12 mins·
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Natural Language Processing
Large Language Models
🏢 Hangzhou Dianzi University
LLM agents can now autonomously build environmental understanding via interactive learning, generating human-readable instruction manuals that boost task success rates.