Risultati della ricerca - decoding ((algorithm OR (algorithmics OR algorithmics)) OR (algorithmics OR Algorithmssics))

D-SELD: Dataset-Scalable Exemplar LCA-Decoder di Takaghaj, Sanaz Mahmoodi, Sampson, Jack

Sommario: “... of the human brain and natively mapping Spiking Neural Networks (SNNs). Effective training algorithms for SNNs...”
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Understanding Stain Separation Improves Cross-Scanner Adenocarcinoma Segmentation with Joint Multi-Task Learning di Kim, Ho Heon, Jeong, Won Chan, Ko, Young Shin, Park, Young Jin

Sommario: “... the effectiveness of current algorithms. The COSAS (Cross-Organ and Cross-Scanner Adenocarcinoma Segmentation...”
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Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet di Deineko, Elija, Kehrt, Carina

Sommario: “... VRP with a finite vehicle fleet size. The approach is based on an encoder-decoder architecture...”
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Implicit Statistical Inference in Transformers: Approximating Likelihood-Ratio Tests In-Context di Chaudhry, Faris, Gadkari, Siddhant

Sommario: “... the underlying algorithms remain poorly understood. We adopt a statistical decision-theoretic perspective...”
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Transformer See, Transformer Do: Copying as an Intermediate Step in Learning Analogical Reasoning di Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Sommario: “... with more heterogeneous datasets, where our 3-layer encoder-decoder model outperforms most frontier models...”
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Robust Model-Based Iteration for Passive Gamma Emission Tomography di Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Sommario: “... iterative solver that combines the LM algorithm with a Deep Gauss-Newton step, in which a learned operator...”
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A Sequence Construction of Cyclic Codes over Finite Fields di Ding, Cunsheng

Sommario: “... systems, and consumer electronics, as they have very efficient encoding and decoding algorithms...”
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On automorphism groups of polar codes di Ma, Jicheng, Yan, Guiying

Sommario: “... with a decoding algorithm of low computational complexity. This family of codes share a common algebraic...”
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VT-Former: Efffcient Transformer-based Decoder for Varshamov-Tenengolts Codes di Wei, Yali, Guo, Alan J. X., Yan, Zihui, Dai, Yufan, Fan, Wenjia

Sommario: “... accuracy are observed, compared to conventional hard-decision and soft-in soft-out decoding algorithms...”
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Soft Decision Decoding of Recursive Plotkin Constructions Based on Hidden Code Words di Bossert, Martin

Sommario: “.... This is verified by an ML-bound for the cases where the ML performance is not known. The decoding algorithms use...”
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Rethink the Role of Neural Decoders in Quantum Error Correction di Yan, Ge, Li, Shanchuan, Du, Yuxuan

Sommario: “...Quantum error correction (QEC) is essential for enabling quantum advantages, with decoding as a...”
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A Combinatorial Approach to Avoiding Weak Keys in the BIKE Cryptosystem di Matthews, Gretchen L, McMillon, Emily

Sommario: “... parity-check (QC-MDPC) codes paired with an iterative decoder. While (low-density) parity-check codes...”
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Error correction in interference-limited wireless systems di Wiame, Charles, Duffy, Ken R., Médard, Muriel

Sommario: “... to decoding algorithms, treating alpha-stable distributions as Gaussian results in significant performance...”
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Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction di Hu, Gengyuan, Ouyang, Wanli, Lu, Chao-Yang, Lin, Chen, Zhong, Han-Sen

Sommario: “... by the decode algorithms. We introduce GraphQEC, a code-agnostic decoder leveraging machine-learning...”
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Beyond Static Cutoffs: One-Shot Dynamic Thresholding for Diffusion Language Models di Shen, Jucheng, Ro, Yeonju

Sommario: “...-purpose algorithmic and systems innovations in diffusion decoding. ...”
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Evolutionary BP+OSD Decoding for Low-Latency Quantum Error Correction di Kwak, Hee-Youl, Park, Seong-Joon, Jung, Hyunwoo, Ha, Jeongseok, Kim, Jae-Won

Sommario: “... an evolutionary BP (EBP) decoder optimized via a differential evolution (DE) algorithm. By leveraging the gradient...”
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Simple, Efficient, and Generic Post-Selection Decoding for qLDPC codes di Xie, Haipeng, Yoshioka, Nobuyuki, Tsubouchi, Kento, Li, Ying

Sommario: “... for practical algorithms remains challenging on existing hardware. Here we introduce argument reweighting, a...”
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Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models di Cao, Mingyu, Correia, Alvaro H. C., Louizos, Christos, Liu, Shiwei, Yin, Lu

Sommario: “..., especially on reasoning-heavy prompts. We present SOAR, a training-free decoding algorithm that adapts its...”
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MMSpec: Benchmarking Speculative Decoding for Vision-Language Models di Shen, Hui, Wang, Xin, Zhang, Ping, Hsieh, Yunta, Han, Qi, Wan, Zhongwei, Zhang, Ziheng, Zhang, Jingxuan, Xiong, Jing, Liu, Ziyuan, Zhang, Yifan, Cao, Hangrui, Zhao, Chenyang, Zhang, Mi

Sommario: “... representative speculative decoding algorithms under a unified evaluation framework. Our study reveals three key...”
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How Much Parallelism Is "Free"? A Principle of Near-Free Parallelism for Parallel Decoding di He, Minghua, Zhang, Lingzhe, Liu, Yuan, Zhou, Xiao, Liu, Aiwei

Sommario: “... single decode forward, but reported speedups conflate algorithmic token utilization with the system cost...”
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