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

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

Table of Contents: “… of the human brain and natively mapping Spiking Neural Networks (SNNs). Effective training algorithms for SNNs…”
Get full text

Understanding Stain Separation Improves Cross-Scanner Adenocarcinoma Segmentation with Joint Multi-Task Learning by Kim, Ho Heon, Jeong, Won Chan, Ko, Young Shin, Park, Young Jin

Table of Contents: “… the effectiveness of current algorithms. The COSAS (Cross-Organ and Cross-Scanner Adenocarcinoma Segmentation…”
Get full text

Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet by Deineko, Elija, Kehrt, Carina

Table of Contents: “… VRP with a finite vehicle fleet size. The approach is based on an encoder-decoder architecture…”
Get full text

Implicit Statistical Inference in Transformers: Approximating Likelihood-Ratio Tests In-Context by Chaudhry, Faris, Gadkari, Siddhant

Table of Contents: “… the underlying algorithms remain poorly understood. We adopt a statistical decision-theoretic perspective…”
Get full text

Transformer See, Transformer Do: Copying as an Intermediate Step in Learning Analogical Reasoning by Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Table of Contents: “… with more heterogeneous datasets, where our 3-layer encoder-decoder model outperforms most frontier models…”
Get full text

Robust Model-Based Iteration for Passive Gamma Emission Tomography by Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Table of Contents: “… iterative solver that combines the LM algorithm with a Deep Gauss-Newton step, in which a learned operator…”
Get full text

A Sequence Construction of Cyclic Codes over Finite Fields by Ding, Cunsheng

Table of Contents: “… systems, and consumer electronics, as they have very efficient encoding and decoding algorithms…”
Get full text

On automorphism groups of polar codes by Ma, Jicheng, Yan, Guiying

Table of Contents: “… with a decoding algorithm of low computational complexity. This family of codes share a common algebraic…”
Get full text

VT-Former: Efffcient Transformer-based Decoder for Varshamov-Tenengolts Codes by Wei, Yali, Guo, Alan J. X., Yan, Zihui, Dai, Yufan, Fan, Wenjia

Table of Contents: “… accuracy are observed, compared to conventional hard-decision and soft-in soft-out decoding algorithms…”
Get full text

Soft Decision Decoding of Recursive Plotkin Constructions Based on Hidden Code Words by Bossert, Martin

Table of Contents: “…. This is verified by an ML-bound for the cases where the ML performance is not known. The decoding algorithms use…”
Get full text

Rethink the Role of Neural Decoders in Quantum Error Correction by Yan, Ge, Li, Shanchuan, Du, Yuxuan

Table of Contents: “…Quantum error correction (QEC) is essential for enabling quantum advantages, with decoding as a…”
Get full text

A Combinatorial Approach to Avoiding Weak Keys in the BIKE Cryptosystem by Matthews, Gretchen L, McMillon, Emily

Table of Contents: “… parity-check (QC-MDPC) codes paired with an iterative decoder. While (low-density) parity-check codes…”
Get full text

Error correction in interference-limited wireless systems by Wiame, Charles, Duffy, Ken R., Médard, Muriel

Table of Contents: “… to decoding algorithms, treating alpha-stable distributions as Gaussian results in significant performance…”
Get full text

Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction by Hu, Gengyuan, Ouyang, Wanli, Lu, Chao-Yang, Lin, Chen, Zhong, Han-Sen

Table of Contents: “… by the decode algorithms. We introduce GraphQEC, a code-agnostic decoder leveraging machine-learning…”
Get full text

Beyond Static Cutoffs: One-Shot Dynamic Thresholding for Diffusion Language Models by Shen, Jucheng, Ro, Yeonju

Table of Contents: “…-purpose algorithmic and systems innovations in diffusion decoding. …”
Get full text

Evolutionary BP+OSD Decoding for Low-Latency Quantum Error Correction by Kwak, Hee-Youl, Park, Seong-Joon, Jung, Hyunwoo, Ha, Jeongseok, Kim, Jae-Won

Table of Contents: “… an evolutionary BP (EBP) decoder optimized via a differential evolution (DE) algorithm. By leveraging the gradient…”
Get full text

Simple, Efficient, and Generic Post-Selection Decoding for qLDPC codes by Xie, Haipeng, Yoshioka, Nobuyuki, Tsubouchi, Kento, Li, Ying

Table of Contents: “… for practical algorithms remains challenging on existing hardware. Here we introduce argument reweighting, a…”
Get full text

Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models by Cao, Mingyu, Correia, Alvaro H. C., Louizos, Christos, Liu, Shiwei, Yin, Lu

Table of Contents: “…, especially on reasoning-heavy prompts. We present SOAR, a training-free decoding algorithm that adapts its…”
Get full text

MMSpec: Benchmarking Speculative Decoding for Vision-Language Models by 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

Table of Contents: “… representative speculative decoding algorithms under a unified evaluation framework. Our study reveals three key…”
Get full text

How Much Parallelism Is "Free"? A Principle of Near-Free Parallelism for Parallel Decoding by He, Minghua, Zhang, Lingzhe, Liu, Yuan, Zhou, Xiao, Liu, Aiwei

Table of Contents: “… single decode forward, but reported speedups conflate algorithmic token utilization with the system cost…”
Get full text