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

Plugging Weight-tying Nonnegative Neural Network into Proximal Splitting Method: Architecture for Guaranteeing Convergence to Optimal Point by Shimizu, Haruya, Yukawa, Masahiro

Table of Contents: “… with each layer, having the weights in the encoder and decoder tied with each other. Convexity…”
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RefTr: Recurrent Refinement of Confluent Trajectories for 3D Vascular Tree Centerlines by Naeem, Roman, Hagerman, David, Alvén, Jennifer, Kahl, Fredrik

Table of Contents: “… enforcing valid topology. This recurrent scheme improves precision and reduces decoder parameters by 2.4x…”
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Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning by Wu, Tong, Liu, Yang, Bai, Jun, Jia, Zixia, Zhang, Shuyi, Lin, Ziyong, Wang, Yanting, Zhu, Song-Chun, Zheng, Zilong

Table of Contents: “… constraints without external supervision; 2) a novel Parallel-Aware Policy Optimization (PAPO) algorithm…”
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SURA: Secure Unsourced Random Access by Ahmadi, Mohammad Javad, Schaefer, Rafael F., Poor, H. Vincent

Table of Contents: “… receiver via Slepian-Wolf decoding with side information. For reception, a receiver algorithm is designed…”
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How Light Shapes Memory: Beta Synchrony in the Temporal-Parietal Cortex Predicts Cognitive Ergonomics for BCI Applications by Li, Jiajia, Guo, Tian, Li, Fan, Ding, Huichao, Xu, Guozheng, Song, Jian

Table of Contents: “…-computer interfaces(BCIs). This study decodes these states with a focus on environmental illumination…”
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An Adaptive, Disentangled Representation for Multidimensional MRI Reconstruction by Zhao, Ruiyang, Lam, Fan

Table of Contents: “…, enhanced by a style-based decoder design. A latent diffusion model was introduced to impose stronger…”
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Digitalizing Over-the-Air Computation via The Novel Complement Coded Modulation by Wang, Zhixu, Yao, Jiacheng, Xu, Wei, Shi, Wei, Huang, Kaibin

Table of Contents: “… the two's complement and transmitted over multiple subcarriers. At the receiver, we design a decoder…”
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Bayesian Optimization for Quantum Error-Correcting Code Discovery by Chengyu, Yihua, Meister, Richard, Carty, Conor, Lin, Sheng-Ku, Bondesan, Roberto

Table of Contents: “… algorithm discovers a high-rate code [[144,36]] that achieves competitive per-qubit error rate compared…”
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Smaller is Better: Generative Models Can Power Short Video Preloading by Liu, Liming, Wu, Jiangkai, Zhang, Xinggong

Table of Contents: “… chunks, PromptPream sends compact semantic prompts that are decoded into high quality frames using…”
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Learning Tangent Bundles and Characteristic Classes with Autoencoder Atlases by Paluzo-Hidalgo, Eduardo, Ike, Yuichi

Table of Contents: “… a single global Euclidean embedding, we treat a collection of locally trained encoder-decoder pairs…”
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Beyond Hungarian: Match-Free Supervision for End-to-End Object Detection by Qiu, Shoumeng, Li, Xinrun, Long, Yang

Table of Contents: “… object detection. However, the reliance on the Hungarian algorithm for bipartite matching between queries…”
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Decoding Ancient Oracle Bone Script via Generative Dictionary Retrieval by Wu, Yin, Zhang, Gangjian, Chen, Jiayu, Xu, Chang, Luo, Yuyu, Tang, Nan, Xiong, Hui

Table of Contents: “… exemplifies this challenge: only approximately 1,500 of roughly 4,600 characters have been decoded, and a…”
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Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data by Liang, Zhenwen, Zhou, Yujun, Lu, Sidi, Zhang, Xiangliang, Mi, Haitao, Yu, Dong

Table of Contents: “…. In such environments, the lack of failure cases causes the advantage signal in group-relative algorithms (e.g., GRPO…”
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Efficient Design of Fronthaul-Constrained Uplink Reception for Cell-Free XL-MIMO by Kim, Dogon, Noh, Hyunmin, Park, Seok-Hwan

Table of Contents: “… signals transmitted by mobile user equipments (UEs) are jointly decoded at a central processing unit (CPU…”
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Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems by Grimaldi, Andrea, Duffee, Christian, Raimondo, Eleonora, Piccolo, Edoardo, Volpe, Deborah, Maciejewski, Filip B., Carpentieri, Mario, Chiappini, Massimo, Amiri, Pedram Khalili, Venturelli, Davide, Finocchio, Giovanni

Table of Contents: “… detection with systems up to 2048x2048 antennas with only 100 iterations, matching optimal sphere decoder…”
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Reconstruction of Personally Identifiable Information from Supervised Finetuned Models by Furukawa, Sae, Oprea, Alina

Table of Contents: “…, a novel decoding algorithm to reconstruct PII under prefix-based attacks, consistently outperforming…”
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Leveraging Multi-Step Traffic Forecasts for Multi-Period Planning Optical Networks by Savva, Giannis, Maryam, Hafsa, Chebolu, Venkatesh, Panayiotou, Tania, Ellinas, Georgios

Table of Contents: “… disruptions. For multi-step-ahead prediction, an encoder-decoder deep learning model is employed to analyze…”
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Machine Learning–Enhanced Fluorescence Cryptography with NADH ‐Responsive Polymer Dots by Zhengkun Zhan, Mingyue Gong, Zirui Zeng, Hangyu Liu, Xiaoliang Li, Zhuxin Dong, Xiaoju Men, Haobin Chen

Table of Contents: “… by integrating machine learning algorithms, wherein encrypted messages are encoded via NADH‐triggered…”
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Machine learning prediction of flexural strength of high‐entropy carbides via feature‐engineered ensemble modeling by Cheng Fang, Wengang Zhang, Zhiyuan Sheng, Pian Wei, Jun Ma, Shun Dong

Table of Contents: “… framework to decode composition–structure–property relationships. Six rigorously compared algorithms…”
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Triangle Detection in Worst-Case Sparse Graphs via Local Sketching by Duan, Hongyi, Zhang, Jian'an

Table of Contents: “… sparse graphs. Our algorithm processes the graph in $O(\log n)$ independent layers and partitions…”
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