Risultati della ricerca - decoding (algorithm OR Algorithmssics)

ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding di Li, Yuhang, Zhang, Chenchen, Lv, Ruilin, Liu, Ao, Deng, Ken, Zhang, Yuanxing, Liu, Jiaheng, Zhou, Wiggin, Zhou, Bo

Sommario: “...While Large Language Models (LLMs) excel at algorithmic code generation, they struggle with front...”
Testo

Online Time Series Forecasting with Theoretical Guarantees di Li, Zijian, Zhou, Changze, Fu, Minghao, Manjunath, Sanjay, Feng, Fan, Chen, Guangyi, Hu, Yingyao, Cai, Ruichu, Zhang, Kun

Sommario: “.... To better introduce latent variables into online forecasting algorithms, we further propose to identify...”
Testo

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

Sommario: “... with each layer, having the weights in the encoder and decoder tied with each other. Convexity...”
Testo

RefTr: Recurrent Refinement of Confluent Trajectories for 3D Vascular Tree Centerlines di Naeem, Roman, Hagerman, David, Alvén, Jennifer, Kahl, Fredrik

Sommario: “... enforcing valid topology. This recurrent scheme improves precision and reduces decoder parameters by 2.4x...”
Testo

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning di Wu, Tong, Liu, Yang, Bai, Jun, Jia, Zixia, Zhang, Shuyi, Lin, Ziyong, Wang, Yanting, Zhu, Song-Chun, Zheng, Zilong

Sommario: “... constraints without external supervision; 2) a novel Parallel-Aware Policy Optimization (PAPO) algorithm...”
Testo

SURA: Secure Unsourced Random Access di Ahmadi, Mohammad Javad, Schaefer, Rafael F., Poor, H. Vincent

Sommario: “... receiver via Slepian-Wolf decoding with side information. For reception, a receiver algorithm is designed...”
Testo

How Light Shapes Memory: Beta Synchrony in the Temporal-Parietal Cortex Predicts Cognitive Ergonomics for BCI Applications di Li, Jiajia, Guo, Tian, Li, Fan, Ding, Huichao, Xu, Guozheng, Song, Jian

Sommario: “...-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 di Zhao, Ruiyang, Lam, Fan

Sommario: “..., 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 di Wang, Zhixu, Yao, Jiacheng, Xu, Wei, Shi, Wei, Huang, Kaibin

Sommario: “... the two's complement and transmitted over multiple subcarriers. At the receiver, we design a decoder...”
Testo

Bayesian Optimization for Quantum Error-Correcting Code Discovery di Chengyu, Yihua, Meister, Richard, Carty, Conor, Lin, Sheng-Ku, Bondesan, Roberto

Sommario: “... algorithm discovers a high-rate code [[144,36]] that achieves competitive per-qubit error rate compared...”
Testo

Smaller is Better: Generative Models Can Power Short Video Preloading di Liu, Liming, Wu, Jiangkai, Zhang, Xinggong

Sommario: “... chunks, PromptPream sends compact semantic prompts that are decoded into high quality frames using...”
Testo

Learning Tangent Bundles and Characteristic Classes with Autoencoder Atlases di Paluzo-Hidalgo, Eduardo, Ike, Yuichi

Sommario: “... a single global Euclidean embedding, we treat a collection of locally trained encoder-decoder pairs...”
Testo

Beyond Hungarian: Match-Free Supervision for End-to-End Object Detection di Qiu, Shoumeng, Li, Xinrun, Long, Yang

Sommario: “... object detection. However, the reliance on the Hungarian algorithm for bipartite matching between queries...”
Testo

Decoding Ancient Oracle Bone Script via Generative Dictionary Retrieval di Wu, Yin, Zhang, Gangjian, Chen, Jiayu, Xu, Chang, Luo, Yuyu, Tang, Nan, Xiong, Hui

Sommario: “... exemplifies this challenge: only approximately 1,500 of roughly 4,600 characters have been decoded, and a...”
Testo

Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data di Liang, Zhenwen, Zhou, Yujun, Lu, Sidi, Zhang, Xiangliang, Mi, Haitao, Yu, Dong

Sommario: “.... In such environments, the lack of failure cases causes the advantage signal in group-relative algorithms (e.g., GRPO...”
Testo

Efficient Design of Fronthaul-Constrained Uplink Reception for Cell-Free XL-MIMO di Kim, Dogon, Noh, Hyunmin, Park, Seok-Hwan

Sommario: “... signals transmitted by mobile user equipments (UEs) are jointly decoded at a central processing unit (CPU...”
Testo

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems di Grimaldi, Andrea, Duffee, Christian, Raimondo, Eleonora, Piccolo, Edoardo, Volpe, Deborah, Maciejewski, Filip B., Carpentieri, Mario, Chiappini, Massimo, Amiri, Pedram Khalili, Venturelli, Davide, Finocchio, Giovanni

Sommario: “... 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 di Furukawa, Sae, Oprea, Alina

Sommario: “..., 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 di Savva, Giannis, Maryam, Hafsa, Chebolu, Venkatesh, Panayiotou, Tania, Ellinas, Georgios

Sommario: “... 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 di Zhengkun Zhan, Mingyue Gong, Zirui Zeng, Hangyu Liu, Xiaoliang Li, Zhuxin Dong, Xiaoju Men, Haobin Chen

Sommario: “... by integrating machine learning algorithms, wherein encrypted messages are encoded via NADH‐triggered...”
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