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09/20/2023
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation
Echocardiogram video segmentation plays an important role in cardiac dis...
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09/20/2023
GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation
Cardiac structure segmentation from echocardiogram videos plays a crucia...
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09/11/2023
HiLM-D: Towards High-Resolution Understanding in Multimodal Large Language Models for Autonomous Driving
Autonomous driving systems generally employ separate models for differen...
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08/24/2023
Uniformly Distributed Category Prototype-Guided Vision-Language Framework for Long-Tail Recognition
Recently, large-scale pre-trained vision-language models have presented ...
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08/15/2023
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation
In the domain adaptation problem, source data may be unavailable to the ...
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05/01/2023
Boosting Weakly-Supervised Temporal Action Localization with Text Information
Due to the lack of temporal annotation, current Weakly-supervised Tempor...
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04/25/2023
Weakly-Supervised Temporal Action Localization with Bidirectional Semantic Consistency Constraint
Weakly Supervised Temporal Action Localization (WTAL) aims to classify a...
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10/20/2022
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos
Left-ventricular ejection fraction (LVEF) is an important indicator of h...
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07/30/2022
Learning Shadow Correspondence for Video Shadow Detection
Video shadow detection aims to generate consistent shadow predictions am...
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05/19/2022
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions
Self-supervised learning has witnessed great progress in vision and NLP;...
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02/16/2022
Less is More: Surgical Phase Recognition from Timestamp Supervision
Surgical phase recognition is a fundamental task in computer-assisted su...
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11/22/2021
Exploiting Segment-level Semantics for Online Phase Recognition from Surgical Videos
Automatic surgical phase recognition plays an important role in robot-as...
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08/24/2021
Support-Set Based Cross-Supervision for Video Grounding
Current approaches for video grounding propose kinds of complex architec...
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07/03/2020