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Dense object detection methods in RAW UAV imagery based on YOLOv8
Z Wu, X Wang, M Jia, M Liu, C Sun, C Wu, J Wang - Scientific reports, 2024 - nature.com
Accurate, fast and lightweight dense target detection methods are highly important for
precision agriculture. To detect dense apricot flowers using drones, we propose an …
precision agriculture. To detect dense apricot flowers using drones, we propose an …
Tiny Models are the Computational Saver for Large Models
This paper introduces TinySaver, an early-exit-like dynamic model compression approach
which employs tiny models to substitute large models adaptively. Distinct from traditional …
which employs tiny models to substitute large models adaptively. Distinct from traditional …
A survey on knowledge-enhanced multimodal learning
M Lymperaiou, G Stamou - Artificial Intelligence Review, 2024 - Springer
Multimodal learning has been a field of increasing interest, aiming to combine various
modalities in a single joint representation. Especially in the area of visiolinguistic (VL) …
modalities in a single joint representation. Especially in the area of visiolinguistic (VL) …
XAMI--A Benchmark Dataset for Artefact Detection in XMM-Newton Optical Images
Reflected or scattered light produce artefacts in astronomical observations that can
negatively impact the scientific study. Hence, automated detection of these artefacts is highly …
negatively impact the scientific study. Hence, automated detection of these artefacts is highly …
Towards Automation of Pollen Monitoring-Dealing with the Background in Pollen Monitoring Images
E Kubera, A Wieczorkowska… - … Conference on Machine …, 2023 - Springer
Many people suffer from pollen allergies. Therefore, pollen monitoring is performed
worldwide, and pollen traps are used for this purpose. Specialists are analyzing the …
worldwide, and pollen traps are used for this purpose. Specialists are analyzing the …
NII-UIT at VBS2025: Multimodal Video Retrieval with LLM Integration and Dynamic Temporal Search
In summary, our innovative retrieval system for interactive video search, developed for the
VBS 2025 competition, significantly elevates the user experience through the utilization of …
VBS 2025 competition, significantly elevates the user experience through the utilization of …
How well does GPT-4o understand vision? Solving standard computer vision tasks with multimodal foundation models
Multimodal foundation models, such as GPT-4o, have made remarkable progress recently.
However, it is not clear exactly where these models stand in terms of understanding …
However, it is not clear exactly where these models stand in terms of understanding …