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07/05/2023
Prompting Diffusion Representations for Cross-Domain Semantic Segmentation
While originally designed for image generation, diffusion models have re...
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06/07/2023
SF-FSDA: Source-Free Few-Shot Domain Adaptive Object Detection with Efficient Labeled Data Factory
Domain adaptive object detection aims to leverage the knowledge learned ...
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09/10/2021
TADA: Taxonomy Adaptive Domain Adaptation
Traditional domain adaptation addresses the task of adapting a model to ...
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08/17/2021
Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images
Automated animal censuses with aerial imagery are a vital ingredient tow...
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07/31/2021
A Plant Root System Algorithm Based on Swarm Intelligence for One-dimensional Biomedical Signal Feature Engineering
To date, very few biomedical signals have transitioned from research app...
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03/10/2021
Bayesian Poisson Mortality Projections with Incomplete Data
The missing data problem pervasively exists in statistical applications....
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12/15/2020
mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets
Object recognition advances very rapidly these days. One challenge is to...
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12/15/2020
Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation
Open compound domain adaptation (OCDA) is a domain adaptation setting, w...
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07/04/2020
Self-Calibration Supported Robust Projective Structure-from-Motion
Typical Structure-from-Motion (SfM) pipelines rely on finding correspond...
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06/28/2020
Analogical Image Translation for Fog Generation
Image-to-image translation is to map images from a given style to anothe...
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08/02/2019
MarmoNet: a pipeline for automated projection mapping of the common marmoset brain from whole-brain serial two-photon tomography
Understanding the connectivity in the brain is an important prerequisite...
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12/13/2018