Résultats de la recherche - (coding OR Decoding) algorithm

Improved Classical and Quantum Algorithms for the Shortest Vector Problem via Bounded Distance Decoding par Aggarwal, Divesh, Chen, Yanlin, Kumar, Rajendra, Shen, Yixin

Table des matières: “…). In this paper, we present new algorithms that improve the state-of-the-art for provable classical/quantum…”
Accéder au texte intégral

On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms par Trauger, Jacob, Tewari, Ambuj

Table des matières: “… sequences. This paper examines a few of these algorithms (greedy, lookahead, random sampling…”
Accéder au texte intégral

Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis par Liu, Tingyu, Huang, Jun, Weng, Chenyi

Table des matières: “… and decoding-based method for future human activity skeleton synthesis. Firstly, algorithms such as time…”
Accéder au texte intégral

Decoding universal cycles for t-subsets and t-multisets by decoding bounded-weight de Bruijn sequences par Gabric, Daniel, Imam, Wazed, Jones, Lukas Janik, Sawada, Joe

Table des matières: “… decoding (ranking/unranking) algorithms. In this paper we develop the first polynomial time/space decoding…”
Accéder au texte intégral

Quantum Recurrent Neural Networks with Encoder-Decoder for Time-Dependent Partial Differential Equations par Chen, Yuan, Khaliq, Abdul, Furati, Khaled M.

Table des matières: “… the algorithms on the Hamilton-Jacobi-Bellman equation, Burgers' equation, the Gray-Scott reaction-diffusion…”
Accéder au texte intégral

TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs par Xiao, Sibo, Fu, Jinyuan, Xie, Zhongle, Shou, Lidan

Table des matières: “… from scratch. Inspired by Dynamic Time Warping (DTW), a classic algorithm for aligning time series, we…”
Accéder au texte intégral

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training par Feng, Xidong, Wan, Ziyu, Wen, Muning, McAleer, Stephen Marcus, Wen, Ying, Zhang, Weinan, Wang, Jun

Table des matières: “… the reasoning capabilities of LLMs by using tree-search algorithms to guide multi-step reasoning. These methods…”
Accéder au texte intégral

Improved Quantum Approximate Optimization Algorithm for Low‐Density Parity‐Check Channel Decoding par Han Zeng, Fanxu Meng, Tian Luan, Xutao Yu, Zaichen Zhang

Table des matières: “…Improved Quantum Approximate Optimization Algorithm for Low‐Density Parity‐Check Channel Decoding…”
Accéder au texte intégral

JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models par Fisher, Jillian, Lu, Ximing, Jung, Jaehun, Jiang, Liwei, Harchaoui, Zaid, Choi, Yejin

Table des matières: “…, a user-controlled, inference-time algorithm for authorship obfuscation that can be in principle…”
Accéder au texte intégral

AHASD: Asynchronous Heterogeneous Architecture for LLM Adaptive Drafting Speculative Decoding on Mobile Devices par Zirui, Ma, Zhihua, Fan, Wenxing, Li, Haibin, Wu, Fulin, Zhang, Xiaochun, Ye, Wenming, Li

Table des matières: “… manage adaptive drafting algorithm execution and pre-verification timing, suppressing invalid drafting…”
Accéder au texte intégral

Decoding epilepsy's molecular blueprint: Machine learning unravels transcriptomic subtypes and regulatory networks par Yanping Weng, Yu Ma, Wanwan Hou, Haibo Li, Yuanfeng Zhou, Rui Zhao, Hao Li, Lian Chen, Yangyang Ma, Li Jin, Yi Wang, Yu An

Table des matières: “…Decoding epilepsy's molecular blueprint: Machine learning unravels transcriptomic subtypes…”
Accéder au texte intégral

Collaborative Large Language Model Inference via Resource-Aware Parallel Speculative Decoding par Koh, Jungyeon, Yang, Hyun Jong

Table des matières: “… the UARA problem using a multi-agent deep reinforcement learning algorithm. To evaluate our approach under…”
Accéder au texte intégral

SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding par Park, Chanho, Lee, Namyoon

Table des matières: “… over traditional algorithms in various adversarial attack scenarios. …”
Accéder au texte intégral

Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask par Wang, Tianzi, Xie, Xurong, Li, Zhaoqing, Hu, Shoukang, Jin, Zengrui, Deng, Jiajun, Cui, Mingyu, Hu, Shujie, Geng, Mengzhe, Li, Guinan, Meng, Helen, Liu, Xunying

Table des matières: “… algorithm is designed to leverage a dynamic fusion of CTC, AR Decoder, and AMD probabilities. Experiments…”
Accéder au texte intégral

Decoding Future Risk: Deep Learning Analysis of Tubular Adenoma Whole-Slide Images par Rahu, Ahmed, Shula, Brian, Combs, Brandon, Sultana, Aqsa, Singh, Surendra P., Asari, Vijayan K., Forchetti, Derrick

Table des matières: “… investigates whether machine learning algorithms, specifically convolutional neural networks (CNNs), can detect…”
Accéder au texte intégral

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

Table des matières: “… single decode forward, but reported speedups conflate algorithmic token utilization with the system cost…”
Accéder au texte intégral

Exploiting Matrix Information Geometry for Integrated Decoding of Massive Uncoupled Unsourced Random Access par Tian, Feiyan, Chen, Xiaoming, Huang, Chongwen, Zhang, Zhaoyang

Table des matières: “… is effectively reduced due to the decreasing waiting time. Next, we propose an integrated decoding algorithm…”
Accéder au texte intégral

Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks par Pankratov, Sergey, Alistarh, Dan

Table des matières: “… ``tight'' lower bounds on the runtime of any deterministic speculative generation algorithm…”
Accéder au texte intégral

MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods par Finkelstein, Mara, Naskar, Subhajit, Mirzazadeh, Mehdi, Shah, Apurva, Freitag, Markus

Table des matières: “… at training time, while using an efficient decoding algorithm at inference time. Using the canonical NLG task…”
Accéder au texte intégral

Decoding University Hierarchy and Prestige in China through Domestic Ph.D. Hiring Network par Tian, Chaolin, Jiang, Xunyi, Huang, Yurui, Ma, Langtian, Ma, Yifang

Table des matières: “….-granting Chinese universities over three decades. We employ the minimum violation rankings algorithm…”
Accéder au texte intégral