Suchergebnisse - encoding (algorithm OR (algorithmics OR (Algorithmsssics OR Algorithmsssics)))

Automatic Personalized Impression Generation for PET Reports Using Large Language Models von Tie, Xin, Shin, Muheon, Pirasteh, Ali, Ibrahim, Nevein, Huemann, Zachary, Castellino, Sharon M., Kelly, Kara M., Garrett, John, Hu, Junjie, Cho, Steve Y., Bradshaw, Tyler J.

Inhaltsangabe: “… corpus of PET reports using the teacher-forcing algorithm, with the report findings as input …”
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PICS in Pics: Physics Informed Contour Selection for Rapid Image Segmentation von Dwivedi, Vikas, Srinivasan, Balaji, Krishnamurthi, Ganapathy

Inhaltsangabe: “… Contour Selection (PICS) - an interpretable, physics-informed algorithm for rapid image segmentation …”
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An approach to solve the coarse-grained Protein folding problem in a Quantum Computer von P, Jaya Vasavi, Bopardikar, Soham, D, Avinash, K, Ashwini, Dasgupta, Kalyan, Senapati, Sanjib

Inhaltsangabe: “… we developed a novel turn based encoding algorithm that can be run on a gate based quantum computer …”
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RFI Detection with Spiking Neural Networks von Pritchard, Nicholas J., Wicenec, Andreas, Bennamoun, Mohammed, Dodson, Richard

Inhaltsangabe: “… -latent-neighbours (NLN) algorithm and auto-encoder architecture proposed by previous authors to SNN …”
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Flash: A Hybrid Private Inference Protocol for Deep CNNs with High Accuracy and Low Latency on CPU von Roh, Hyeri, Yeo, Jinsu, Ko, Yeongil, Wei, Gu-Yeon, Brooks, David, Choi, Woo-Seok

Inhaltsangabe: “… convolution algorithm built upon a fast slot rotation operation and a novel data encoding scheme, which …”
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Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design Framework von Tian, Yuan, Zhou, Wenqi, Viscione, Michele, Dong, Hao, Kammer, David, Fink, Olga

Inhaltsangabe: “… the agent to learn through offline reinforcement learning using any type of tree encoder, enabling more …”
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Rate Splitting Multiple Access-Enabled Adaptive Panoramic Video Semantic Transmission von Gao, Haixiao, Sun, Mengying, Xu, Xiaodong, Han, Shujun, Wang, Bizhu, Zhang, Jingxuan, Zhang, Ping

Inhaltsangabe: “… and receiver, utilizing a deep joint source-channel coding structure to adaptively extract and encode semantic …”
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Promatch: Extending the Reach of Real-Time Quantum Error Correction with Adaptive Predecoding von Alavisamani, Narges, Vittal, Suhas, Ayanzadeh, Ramin, Das, Poulami, Qureshi, Moinuddin

Inhaltsangabe: “… Fault-tolerant quantum computing relies on Quantum Error Correction, which encodes logical qubits …”
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EncodeNet: A Framework for Boosting DNN Accuracy with Entropy-driven Generalized Converting Autoencoder von Mahmud, Hasanul, Desai, Kevin, Lama, Palden, Prasad, Sushil K.

Inhaltsangabe: “… by classification layers. We incorporate a generalized algorithmic design of the Converting Autoencoder …”
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Rank2Reward: Learning Shaped Reward Functions from Passive Video von Yang, Daniel, Tjia, Davin, Berg, Jacob, Damen, Dima, Agrawal, Pulkit, Gupta, Abhishek

Inhaltsangabe: “… powerful way to encode both the "what" and the "how" is to infer a well-shaped reward function …”
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Exploring the Dynamics of Data Transmission in 5G Networks: A Conceptual Analysis von Smirnov, Nikita, Tomforde, Sven

Inhaltsangabe: “… acquisition and encoding to final decoding, all aspects of their transmission and reception via the WebRTC …”
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EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision von Yang, Yufeng, Kneip, Adrian, Frenkel, Charlotte

Inhaltsangabe: “… information encoding, thereby outlining new opportunities for edge vision systems. However, mainstream …”
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When far is better: The Chamberlin-Courant approach to obnoxious committee selection von Gupta, Sushmita, Inamdar, Tanmay, Jain, Pallavi, Lokshtanov, Daniel, Panolan, Fahad, Saurabh, Saket

Inhaltsangabe: “… $. Consequently, we are motivated to explore the problem in the realm of (parameterized) approximation algorithms …”
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Understanding Information Storage and Transfer in Multi-modal Large Language Models von Basu, Samyadeep, Grayson, Martin, Morrison, Cecily, Nushi, Besmira, Feizi, Soheil, Massiceti, Daniela

Inhaltsangabe: “… tokens output by the vision encoder are responsible for transferring information from the image …”
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Efficient Materials Informatics between Rockets and Electrons von Krajewski, Adam M.

Inhaltsangabe: “… infrastructure is highly generalizable as it focuses on encoding problems to solve them easily rather than …”
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Fractional Brownian motion in confining potentials: non-equilibrium distribution tails and optimal fluctuations von Meerson, Baruch, Sasorov, Pavel V.

Inhaltsangabe: “… in the potential. For $H\neq 1/2$, the tails encode the non-equilibrium character of the steady state distribution …”
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Large-Language-Model Enabled Semantic Communication Systems von Wang, Zhenyi, Zou, Li, Wei, Shengyun, Li, Kai, Liao, Feifan, Mi, Haibo, Lai, Rongxuan

Inhaltsangabe: “… objectives of semantic communication, we propose training a semantic encoder through LLMs' tokenizer training …”
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Multi-soliton solutions and data-driven discovery of higher-order Burgers' hierarchy equations with physics informed neural networks von Kaltsas, D. A., Magafas, L., Papadopoulou, P., Throumoulopoulos, G. N.

Inhaltsangabe: “… hierarchy remain unexplored in this context. In this study, we employ a PINN algorithm to approximate multi …”
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Subjective and Objective Quality Assessment of Rendered Human Avatar Videos in Virtual Reality von Chen, Yu-Chih, Saha, Avinab, Chapiro, Alexandre, Häne, Christian, Bazin, Jean-Charles, Qiu, Bo, Zanetti, Stefano, Katsavounidis, Ioannis, Bovik, Alan C.

Inhaltsangabe: “… VQA algorithms developed specifically to analyze human body avatar videos, due, at least in part …”
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COmoving Computer Acceleration (COCA): $N$-body simulations in an emulated frame of reference von Bartlett, Deaglan J., Chiarenza, Marco, Doeser, Ludvig, Leclercq, Florent

Inhaltsangabe: “… increases the number of force evaluations. Although applicable to any ML algorithm and $N$-body simulator …”
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