Search Results - encoding ((Algorithmsssicsicsicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

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

Table of Contents: “… we developed a novel turn based encoding algorithm that can be run on a gate based quantum computer…”
Get full text

RFI Detection with Spiking Neural Networks by Pritchard, Nicholas J., Wicenec, Andreas, Bennamoun, Mohammed, Dodson, Richard

Table of Contents: “…-latent-neighbours (NLN) algorithm and auto-encoder architecture proposed by previous authors to SNN…”
Get full text

Flash: A Hybrid Private Inference Protocol for Deep CNNs with High Accuracy and Low Latency on CPU by Roh, Hyeri, Yeo, Jinsu, Ko, Yeongil, Wei, Gu-Yeon, Brooks, David, Choi, Woo-Seok

Table of Contents: “… convolution algorithm built upon a fast slot rotation operation and a novel data encoding scheme, which…”
Get full text

Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design Framework by Tian, Yuan, Zhou, Wenqi, Viscione, Michele, Dong, Hao, Kammer, David, Fink, Olga

Table of Contents: “… the agent to learn through offline reinforcement learning using any type of tree encoder, enabling more…”
Get full text

Rate Splitting Multiple Access-Enabled Adaptive Panoramic Video Semantic Transmission by Gao, Haixiao, Sun, Mengying, Xu, Xiaodong, Han, Shujun, Wang, Bizhu, Zhang, Jingxuan, Zhang, Ping

Table of Contents: “… and receiver, utilizing a deep joint source-channel coding structure to adaptively extract and encode semantic…”
Get full text

Promatch: Extending the Reach of Real-Time Quantum Error Correction with Adaptive Predecoding by Alavisamani, Narges, Vittal, Suhas, Ayanzadeh, Ramin, Das, Poulami, Qureshi, Moinuddin

Table of Contents: “…Fault-tolerant quantum computing relies on Quantum Error Correction, which encodes logical qubits…”
Get full text

EncodeNet: A Framework for Boosting DNN Accuracy with Entropy-driven Generalized Converting Autoencoder by Mahmud, Hasanul, Desai, Kevin, Lama, Palden, Prasad, Sushil K.

Table of Contents: “… by classification layers. We incorporate a generalized algorithmic design of the Converting Autoencoder…”
Get full text

Rank2Reward: Learning Shaped Reward Functions from Passive Video by Yang, Daniel, Tjia, Davin, Berg, Jacob, Damen, Dima, Agrawal, Pulkit, Gupta, Abhishek

Table of Contents: “… powerful way to encode both the "what" and the "how" is to infer a well-shaped reward function…”
Get full text

Exploring the Dynamics of Data Transmission in 5G Networks: A Conceptual Analysis by Smirnov, Nikita, Tomforde, Sven

Table of Contents: “… acquisition and encoding to final decoding, all aspects of their transmission and reception via the WebRTC…”
Get full text

EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision by Yang, Yufeng, Kneip, Adrian, Frenkel, Charlotte

Table of Contents: “… information encoding, thereby outlining new opportunities for edge vision systems. However, mainstream…”
Get full text

When far is better: The Chamberlin-Courant approach to obnoxious committee selection by Gupta, Sushmita, Inamdar, Tanmay, Jain, Pallavi, Lokshtanov, Daniel, Panolan, Fahad, Saurabh, Saket

Table of Contents: “…$. Consequently, we are motivated to explore the problem in the realm of (parameterized) approximation algorithms…”
Get full text

Understanding Information Storage and Transfer in Multi-modal Large Language Models by Basu, Samyadeep, Grayson, Martin, Morrison, Cecily, Nushi, Besmira, Feizi, Soheil, Massiceti, Daniela

Table of Contents: “… tokens output by the vision encoder are responsible for transferring information from the image…”
Get full text

Efficient Materials Informatics between Rockets and Electrons by Krajewski, Adam M.

Table of Contents: “… infrastructure is highly generalizable as it focuses on encoding problems to solve them easily rather than…”
Get full text

Fractional Brownian motion in confining potentials: non-equilibrium distribution tails and optimal fluctuations by Meerson, Baruch, Sasorov, Pavel V.

Table of Contents: “… in the potential. For $H\neq 1/2$, the tails encode the non-equilibrium character of the steady state distribution…”
Get full text

Large-Language-Model Enabled Semantic Communication Systems by Wang, Zhenyi, Zou, Li, Wei, Shengyun, Li, Kai, Liao, Feifan, Mi, Haibo, Lai, Rongxuan

Table of Contents: “… objectives of semantic communication, we propose training a semantic encoder through LLMs' tokenizer training…”
Get full text

Multi-soliton solutions and data-driven discovery of higher-order Burgers' hierarchy equations with physics informed neural networks by Kaltsas, D. A., Magafas, L., Papadopoulou, P., Throumoulopoulos, G. N.

Table of Contents: “… hierarchy remain unexplored in this context. In this study, we employ a PINN algorithm to approximate multi…”
Get full text

Subjective and Objective Quality Assessment of Rendered Human Avatar Videos in Virtual Reality by Chen, Yu-Chih, Saha, Avinab, Chapiro, Alexandre, Häne, Christian, Bazin, Jean-Charles, Qiu, Bo, Zanetti, Stefano, Katsavounidis, Ioannis, Bovik, Alan C.

Table of Contents: “… VQA algorithms developed specifically to analyze human body avatar videos, due, at least in part…”
Get full text

COmoving Computer Acceleration (COCA): $N$-body simulations in an emulated frame of reference by Bartlett, Deaglan J., Chiarenza, Marco, Doeser, Ludvig, Leclercq, Florent

Table of Contents: “… increases the number of force evaluations. Although applicable to any ML algorithm and $N$-body simulator…”
Get full text

High and Low Resolution Tradeoffs in Roadside Multimodal Sensing by Ding, Shaozu, Tang, Yihong, De Vincenzi, Marco, Suo, Dajiang

Table of Contents: “… marginal gains result from higher resolution and new sensing modalities or from the algorithms. We present…”
Get full text

When Graph Neural Networks Meet Dynamic Mode Decomposition by Shi, Dai, Lin, Lequan, Han, Andi, Wang, Zhiyong, Guo, Yi, Gao, Junbin

Table of Contents: “… that effectively leverage the low-rank eigenfunctions provided by the DMD algorithm. We further discuss…”
Get full text