Search Results - decoding (algorithmics OR (algorithm OR algorithm))

QPanda3: A High-Performance Software-Hardware Collaborative Framework for Large-Scale Quantum-Classical Computing Integration by Zou, Tianrui, Fang, Yuan, Wang, Jing, Dou, Menghan, Fu, Jun, Zhao, ZiQiang, Zhao, ShuBin, Yu, Lei, Zhao, Dongyi, Chen, Zhaoyun, Guo, Guoping

Table of Contents: “… and communication overhead. OriginBIS achieves up to 86.9$\times$ faster encoding and 35.6$\times$ faster decoding…”
Get full text

Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints by Ao, Ruicheng, Luo, Gan, Simchi-Levi, David, Wang, Xinshang

Table of Contents: “…, which extends the rule to unknown output lengths by regulating how requests advance across decode-stage…”
Get full text

A surrogate model for topology optimisation of elastic structures via parametric autoencoders by Giacomini, Matteo, Huerta, Antonio

Table of Contents: “…A surrogate-based topology optimisation algorithm for linear elastic structures under parametric…”
Get full text

Offline Multi-Task Multi-Objective Data-Driven Evolutionary Algorithm with Language Surrogate Model and Implicit Q-Learning by Zhang, Xian-Rong, Gong, Yue-Jiao, Ma, Zeyuan, Zhang, Jun

Table of Contents: “…Data-driven evolutionary algorithms has shown surprising results in addressing expensive…”
Get full text

Goal-Oriented Framework for Optical Flow-based Multi-User Multi-Task Video Transmission by Xu, Yujie, Chen, Shutong, Li, Nan, Deng, Yansha, Yuan, Jinhong, Schober, Robert

Table of Contents: “… semantic decoder for high-quality video reconstruction and video classification tasks. To minimize…”
Get full text

Green Manufacturing Capacity Planning by Integrating Distributionally Robust Optimization and Generative AI by Zhou, Xin, Lu, Zhengsong, Zeng, Bo, Geng, Na

Table of Contents: “… is integrated into an exact decomposition algorithm, through a novel encoding/decoding scheme designed…”
Get full text

Electrocatalysis Informatics Driven Design of Formic Acid‐Producing Alloy Catalysts for CO 2 Electroreduction by Qianzhuo Lei, Yihan Zhang, Pengcheng Liu, Xihui Bian, Xijun Liu, Jia He

Table of Contents: “… systematically decoded structure‐property relationships. Among the tested algorithms, the nonlinear tree‐ensemble…”
Get full text

Change Detection of Non‐Fixed Targets in Low‐Altitude Unmanned Aerial Vehicle Inspections Based on Style Transfer by Feng Chen, Huiqin Wang, Ke Wang

Table of Contents: “… unnatural changes. Unsupervised change detection based on statistical and clustering algorithms often…”
Get full text

Design of a Fast Image Encryption Algorithm Based on a Novel 2D Chaotic Map and DNA Encoding by YuChen Fu, ZhenHui Li, Feng Huang, Wang Ning, HaoRan Lyu

Table of Contents: “… an improved image encryption algorithm that integrates two‐dimensional chaotic mapping with optimized DNA…”
Get full text

An Intelligent Trajectory Prediction Algorithm for Reentry Glide Vehicles Based on Physics‐Informed Constraints and Prediction Error Compensation by Yangchao He, Jiong Li, Lei Shao, Tao Zhang, Jikun Ye, Chijun Zhou

Table of Contents: “… prediction algorithm based on physics‐informed constraints and prediction‐error compensation. First…”
Get full text

Adaptive Step Sizes and Implicit Regularization: Decoding the Generalization Landscape of Gradient Optimizers by Revista, Zen, IA, 10

Table of Contents: “… to the efficacy of gradient-based optimization algorithms. Among these, adaptive step size methods like Adam…”
Get full text

Fronthaul Compression for Uplink Massive MIMO using Matrix Decomposition by P, Aswathylakshmi, Ganti, Radha Krishna

Table of Contents: “… an alternating minimisation algorithm for blind deconvolution of the received data matrix that provides…”
Get full text

A Deep Learning Approach for SAR Tomographic Imaging of Forested Areas by Berenger, Zoé, Denis, Loïc, Tupin, Florence, Ferro-Famil, Laurent, Huang, Yue

Table of Contents: “… in the form of iterative minimization algorithms. We show that light-weight neural networks can be trained…”
Get full text

[Re] The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Non-Gaussian Observation Models by Casco-Rodriguez, Josue, Kemere, Caleb, Baraniuk, Richard G.

Table of Contents: “… learning. One such application is neural decoding for neuroprostheses. In 2020, Burkhart et al. thoroughly…”
Get full text

Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe by Ziarko, Alicja, Jiang, Albert Q., Piotrowski, Bartosz, Li, Wenda, Jamnik, Mateja, Miłoś, Piotr

Table of Contents: “…-optimal fashion, given a suite of pre-trained decoder-only language models. Our innovation is an algorithm…”
Get full text

MSE Minimization in RIS-Aided MU-MIMO with Discrete Phase Shifts and Fronthaul Quantization by Ramezani, Parisa, Khorsandmanesh, Yasaman, Björnson, Emil

Table of Contents: “… squared error (MSE) minimization problem and propose an algorithm based on the block coordinate descent…”
Get full text

Thinner Latent Spaces: Detecting Dimension and Imposing Invariance with Conformal Autoencoders by Kevrekidis, George A., Ahmad, Zan, Maggioni, Mauro, Villar, Soledad, Kevrekidis, Yannis G.

Table of Contents: “… of their tangent space), while simultaneously computing encoding and decoding (embedding) maps. We outline…”
Get full text

Pseudo-Nonlinear Data Augmentation: A Constrained Energy Minimization Viewpoint by Hu, Pingbang, Sugiyama, Mahito

Table of Contents: “… the structure of the data itself, supporting efficient and explicit encoding and decoding procedures. We…”
Get full text

Approximately Aligned Decoding by Melcer, Daniel, Gonugondla, Sujan, Perera, Pramuditha, Qian, Haifeng, Chiang, Wen-Hao, Wang, Yanjun, Jain, Nihal, Garg, Pranav, Ma, Xiaofei, Deoras, Anoop

Table of Contents: “… efficiency, inspired by algorithms from the speculative decoding literature. AprAD allows for the generation…”
Get full text

Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders by Zhu, Xiaofeng, Mandivarapu, Jaya Krishna

Table of Contents: “…) a post-processing algorithm that leverages knowledge triplets in RAG context to correct…”
Get full text