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Robotik
Die Robotik ist eine Schlüsselanwendung der Künstlichen Intelligenz, insbesondere für KI-basierte autonome Systeme. Sie sind die Aktoren der KI, die...
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A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation
The quality of vocal delivery is one of the key indicators for evaluating teacher enthusiasm, which has been widely accepted to be connected to the...
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Interlayer co-similarity matrices for link prediction in multiplex networks
Given a target layer in a multiplex network, the objective of link prediction is to predict future relationships by utilizing information from all...
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Advising OpenMP Parallelization via A Graph-Based Approach with Transformers
There is an ever-present need for shared memory parallelization schemes to exploit the full potential of multi-core architectures. The most common...
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Illumination-Guided Transformer-Based Network for Multispectral Pedestrian Detection
Multi-modal information (e.g., visible and thermal) can generate reliable and robust pedestrian detection results in various computer vision...
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AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation
We introduce AudioScopeV2, a state-of-the-art universal audio-visual on-screen sound separation system which is capable of learning to separate...
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QFT: Post-training Quantization via Fast Joint Finetuning of All Degrees of Freedom
The post-training quantization (PTQ) challenge of bringing quantized neural net accuracy close to original has drawn much attention driven by...
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RTMDet-R2: An Improved Real-Time Rotated Object Detector
Object detection in remote sensing images is challenging due to the absence of visible features and variations in object orientation. Efficient...
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Overview of temporal action detection based on deep learning
Temporal Action Detection (TAD) aims to accurately capture each action interval in an untrimmed video and to understand human actions. This paper...
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On Constant-Depth Canonical Boolean Circuits for Computing Multilinear Functions
We consider new complexity measures for the model of multilinear circuits with general multilinear gates introduced by Goldreich and Wigderson (ECCC,...
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Advances in Cryptology – CRYPTO 2021 41st Annual International Cryptology Conference, CRYPTO 2021, Virtual Event, August 16–20, 2021, Proceedings, Part I
The four-volume set, LNCS 12825, LNCS 12826, LNCS 12827, and LNCS 12828, constitutes the refereed proceedings of the 41st Annual International...
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Advances in Cryptology – CRYPTO 2021 41st Annual International Cryptology Conference, CRYPTO 2021, Virtual Event, August 16–20, 2021, Proceedings, Part III
The four-volume set, LNCS 12825, LNCS 12826, LNCS 12827, and LNCS 12828, constitutes the refereed proceedings of the 41st Annual International...
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Lösungsbausteine der strategischen IT-Planung
Mit den richtigen Lösungsbausteinen der strategischen IT-Planung lassen sich Chancen erkennen, Risiken identifizieren, das Zielbild ableiten...
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\(\eta\)-repyolo: real-time object detection method based on \(\eta\)-RepConv and YOLOv8
Deep learning-based object detection methods often grapple with excessive model parameters, high complexity, and subpar real-time performance. In...
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Advances in Soil Resource Management in Geoinformatics Domain: A Comprehensive Review
Soils provide nutrient and structural support to grow the plants. Hence, soil resource management entails the collection, characterization, analysis,...
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Best Practice: Möglichkeiten und Grenzen Neuronaler Netze
Neuronale Netze können Erstaunliches leisten. Egal ob in Wissenschaft oder in kommerziellen Anwendungen, sie haben sich für viele Aufgaben als fester...
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Weakly-Supervised Temporal Action Localization with Regional Similarity Consistency
The weakly-supervised temporal action localization task aims to train a model that can accurately locate each action instance in the video using only...
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Application and Technical Analysis of Computer Vision Technology in Natural Resource Survey
Natural resources are the material basis for human survival and national economic and social development. Natural resources survey is related to...
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A Study on the Challenges and Countermeasures of Blockchain Industry and Technology Development - Guangdong Province as an Example
Blockchain establishes a decentralized credit mechanism in the network, and gradually promotes and applies digital currency to more industries,...