Suchergebnisse - decoding (algorithm OR ((algorithmics OR Algorithmssics) OR Algorithmssics))

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

Inhaltsangabe: “… 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 von Naeem, Roman, Hagerman, David, Alvén, Jennifer, Kahl, Fredrik

Inhaltsangabe: “… 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 von Wu, Tong, Liu, Yang, Bai, Jun, Jia, Zixia, Zhang, Shuyi, Lin, Ziyong, Wang, Yanting, Zhu, Song-Chun, Zheng, Zilong

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

Inhaltsangabe: “… 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 von Li, Jiajia, Guo, Tian, Li, Fan, Ding, Huichao, Xu, Guozheng, Song, Jian

Inhaltsangabe: “… -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 von Zhao, Ruiyang, Lam, Fan

Inhaltsangabe: “… , 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 von Wang, Zhixu, Yao, Jiacheng, Xu, Wei, Shi, Wei, Huang, Kaibin

Inhaltsangabe: “… 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 von Chengyu, Yihua, Meister, Richard, Carty, Conor, Lin, Sheng-Ku, Bondesan, Roberto

Inhaltsangabe: “… 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 von Liu, Liming, Wu, Jiangkai, Zhang, Xinggong

Inhaltsangabe: “… 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 von Paluzo-Hidalgo, Eduardo, Ike, Yuichi

Inhaltsangabe: “… 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 von Qiu, Shoumeng, Li, Xinrun, Long, Yang

Inhaltsangabe: “… 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 von Wu, Yin, Zhang, Gangjian, Chen, Jiayu, Xu, Chang, Luo, Yuyu, Tang, Nan, Xiong, Hui

Inhaltsangabe: “… 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 von Liang, Zhenwen, Zhou, Yujun, Lu, Sidi, Zhang, Xiangliang, Mi, Haitao, Yu, Dong

Inhaltsangabe: “… . 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 von Kim, Dogon, Noh, Hyunmin, Park, Seok-Hwan

Inhaltsangabe: “… 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 von Grimaldi, Andrea, Duffee, Christian, Raimondo, Eleonora, Piccolo, Edoardo, Volpe, Deborah, Maciejewski, Filip B., Carpentieri, Mario, Chiappini, Massimo, Amiri, Pedram Khalili, Venturelli, Davide, Finocchio, Giovanni

Inhaltsangabe: “… 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 von Furukawa, Sae, Oprea, Alina

Inhaltsangabe: “… , 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 von Savva, Giannis, Maryam, Hafsa, Chebolu, Venkatesh, Panayiotou, Tania, Ellinas, Georgios

Inhaltsangabe: “… 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 von Zhengkun Zhan, Mingyue Gong, Zirui Zeng, Hangyu Liu, Xiaoliang Li, Zhuxin Dong, Xiaoju Men, Haobin Chen

Inhaltsangabe: “… 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 von Cheng Fang, Wengang Zhang, Zhiyuan Sheng, Pian Wei, Jun Ma, Shun Dong

Inhaltsangabe: “… framework to decode composition–structure–property relationships. Six rigorously compared algorithms …”
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ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design von You, Haoran, Sun, Zhanyi, Shi, Huihong, Yu, Zhongzhi, Zhao, Yang, Zhang, Yongan, Li, Chaojian, Li, Baopu, Lin, Yingyan Celine

Inhaltsangabe: “… sparsity (e.g., >=50%). To this end, we propose a dedicated algorithm and accelerator co-design framework …”
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