Risultati della ricerca - encoding algorithm

An approach to solve the coarse-grained Protein folding problem in a Quantum Computer di P, Jaya Vasavi, Bopardikar, Soham, D, Avinash, K, Ashwini, Dasgupta, Kalyan, Senapati, Sanjib

Sommario: “... 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 di Pritchard, Nicholas J., Wicenec, Andreas, Bennamoun, Mohammed, Dodson, Richard

Sommario: “...-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 di Roh, Hyeri, Yeo, Jinsu, Ko, Yeongil, Wei, Gu-Yeon, Brooks, David, Choi, Woo-Seok

Sommario: “... 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 di Tian, Yuan, Zhou, Wenqi, Viscione, Michele, Dong, Hao, Kammer, David, Fink, Olga

Sommario: “... 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 di Gao, Haixiao, Sun, Mengying, Xu, Xiaodong, Han, Shujun, Wang, Bizhu, Zhang, Jingxuan, Zhang, Ping

Sommario: “... 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 di Alavisamani, Narges, Vittal, Suhas, Ayanzadeh, Ramin, Das, Poulami, Qureshi, Moinuddin

Sommario: “...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 di Mahmud, Hasanul, Desai, Kevin, Lama, Palden, Prasad, Sushil K.

Sommario: “... 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 di Yang, Daniel, Tjia, Davin, Berg, Jacob, Damen, Dima, Agrawal, Pulkit, Gupta, Abhishek

Sommario: “... 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 di Smirnov, Nikita, Tomforde, Sven

Sommario: “... 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 di Yang, Yufeng, Kneip, Adrian, Frenkel, Charlotte

Sommario: “... 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 di Gupta, Sushmita, Inamdar, Tanmay, Jain, Pallavi, Lokshtanov, Daniel, Panolan, Fahad, Saurabh, Saket

Sommario: “...$. 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 di Basu, Samyadeep, Grayson, Martin, Morrison, Cecily, Nushi, Besmira, Feizi, Soheil, Massiceti, Daniela

Sommario: “... 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 di Krajewski, Adam M.

Sommario: “... 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 di Meerson, Baruch, Sasorov, Pavel V.

Sommario: “... 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 di Wang, Zhenyi, Zou, Li, Wei, Shengyun, Li, Kai, Liao, Feifan, Mi, Haibo, Lai, Rongxuan

Sommario: “... 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 di Kaltsas, D. A., Magafas, L., Papadopoulou, P., Throumoulopoulos, G. N.

Sommario: “... 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 di Chen, Yu-Chih, Saha, Avinab, Chapiro, Alexandre, Häne, Christian, Bazin, Jean-Charles, Qiu, Bo, Zanetti, Stefano, Katsavounidis, Ioannis, Bovik, Alan C.

Sommario: “... 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 di Bartlett, Deaglan J., Chiarenza, Marco, Doeser, Ludvig, Leclercq, Florent

Sommario: “... increases the number of force evaluations. Although applicable to any ML algorithm and $N$-body simulator...”
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High and Low Resolution Tradeoffs in Roadside Multimodal Sensing di Ding, Shaozu, Tang, Yihong, De Vincenzi, Marco, Suo, Dajiang

Sommario: “... marginal gains result from higher resolution and new sensing modalities or from the algorithms. We present...”
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When Graph Neural Networks Meet Dynamic Mode Decomposition di Shi, Dai, Lin, Lequan, Han, Andi, Wang, Zhiyong, Guo, Yi, Gao, Junbin

Sommario: “... that effectively leverage the low-rank eigenfunctions provided by the DMD algorithm. We further discuss...”
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