Risultati della ricerca - (decoding OR (endedededededededededededededededededededededededecoding OR decoding)) algorithm

Novel Decoding Algorithm for Noiseless Non-Adaptive Group Testing di Franco-Vivo, Manuel

Sommario: “... performing as few tests as possible. To this end, we first note current well-known decoding algorithms...”
Testo

TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput di Liu, Xiaoxuan, Park, Jongseok, Hu, Langxiang, Kwon, Woosuk, Li, Zhuohan, Zhang, Chen, Du, Kuntai, Mo, Xiangxi, You, Kaichao, Cheung, Alvin, Deng, Zhijie, Stoica, Ion, Zhang, Hao

Sommario: “... parallelism from speculative decoding as a solution to this problem. Unfortunately, benefits from intra...”
Testo

RASD: Retrieval-Augmented Speculative Decoding di Quan, Guofeng, Feng, Wenfeng, Hao, Chuzhan, Jiang, Guochao, Zhang, Yuewei, Wang, Hao

Sommario: “...Speculative decoding accelerates inference in large language models (LLMs) by generating draft...”
Testo

Distributed Realization of Color Codes for Quantum Error Correction di Chandra, Nitish Kumar, Tipper, David, Nejabati, Reza, Kaur, Eneet, Seshadreesan, Kaushik P.

Sommario: “... threshold of the distributed color code under such asymmetric noise conditions by employing two decoders: a...”
Testo

Improving Continuous Grasp Force Decoding from EEG with Time-Frequency Regressors and Premotor-Parietal Network Integration di Dangi, Parth G., Meena, Yogesh Kumar

Sommario: “... control. However, accurately decoding continuous grasp force remains a challenge, limiting...”
Testo

Unique Decoding of Extended Subcodes of GRS Codes Using Error-Correcting Pairs di Li, Yang, Lu, Zhenliang, Ling, San, Zhu, Shixin, Lam, Kwok Yan

Sommario: “... of their $\ell$-ECPs, and further present an explicit decoding algorithm for extended Han-Zhang codes based...”
Testo

A Unified Deep Reinforcement Learning Approach for Close Enough Traveling Salesman Problem di Fan, Mingfeng, Cheng, Jiaqi, Wu, Yaoxin, Zhang, Yifeng, Yang, Yibin, Wu, Guohua, Sartoretti, Guillaume

Sommario: “... decision process (MDP) for CETSP using a discretization scheme and propose a novel unified dual-decoder DRL...”
Testo

DySCO: Dynamic Attention-Scaling Decoding for Long-Context Language Models di Ye, Xi, Zhang, Wuwei, Yin, Fangcong, Yen, Howard, Chen, Danqi

Sommario: “... context throughout decoding. In this work, we propose DYSCO, a novel decoding algorithm for improving long...”
Testo

Seeing to Ground: Visual Attention for Hallucination-Resilient MDLLMs di Narnaware, Vishal, Gupta, Animesh, Zhai, Kevin, Wang, Zhenyi, Shah, Mubarak

Sommario: “... vulnerability stems from an algorithmic flaw: the decoder ranks candidate tokens based on textual likelihood...”
Testo

High-order Joint Constituency and Dependency Parsing di Gu, Yanggan, Hou, Yang, Wang, Zhefeng, Duan, Xinyu, Li, Zhenghua

Sommario: “...-hoc dynamic programming-based decoding algorithm of $O(n^5)$ time complexity for finding optimal...”
Testo

InfAlign: Inference-aware language model alignment di Balashankar, Ananth, Sun, Ziteng, Berant, Jonathan, Eisenstein, Jacob, Collins, Michael, Hutter, Adrian, Lee, Jong, Nagpal, Chirag, Prost, Flavien, Sinha, Aradhana, Suresh, Ananda Theertha, Beirami, Ahmad

Sommario: “... are increasingly using inference-time algorithms (e.g., Best-of-N, controlled decoding, tree search) to decode from...”
Testo

Controlled LLM Decoding via Discrete Auto-regressive Biasing di Pynadath, Patrick, Zhang, Ruqi

Sommario: “... controlled decoding algorithm that leverages gradients while operating entirely in the discrete text domain...”
Testo

Properties and Decoding of Twisted GRS Codes and Their Extensions di Li, Yang, Ezerman, Martianus Frederic, Lao, Huimin, Ling, San

Sommario: “... code. Addressing the second problem, we present an explicit decoding algorithm for ETGRS codes...”
Testo

Encoder-Decoder Diffusion Language Models for Efficient Training and Inference di Arriola, Marianne, Schiff, Yair, Phung, Hao, Gokaslan, Aaron, Kuleshov, Volodymyr

Sommario: “... approaches. However, prior diffusion models use a decoder-only architecture, which requires sampling...”
Testo

SAFE: Secure and Accurate Federated Learning for Privacy-Preserving Brain-Computer Interfaces di Jia, Tianwang, Chen, Xiaoqing, Wu, Dongrui

Sommario: “... to their efficiency and portability; however, their decoding algorithms still face multiple challenges, including...”
Testo

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

Sommario: “... of the Noisy Intermediate‐Scale Quantum era, the introduction of hybrid quantum‐classical algorithms like...”
Testo

Recovering polynomials over finite fields from noisy character values di Kopparty, Swastik

Sommario: “... algorithm for decoding dual-BCH codes of polynomial dimension from a constant fraction of errors. Our...”
Testo

Extending direct data-driven predictive control towards systems with finite control sets di Klädtke, Manuel, Darup, Moritz Schulze, Quevedo, Daniel E.

Sommario: “... decoding algorithm, known for its efficiency and prominence in FCS-MPC applications. We test...”
Testo

Controlling Summarization Length Through EOS Token Weighting di Belligoli, Zeno, Stergiadis, Emmanouil, Fainman, Eran, Gusev, Ilya

Sommario: “...-entropy loss computation. The proposed methodology is agnostic to architecture and decoding algorithms...”
Testo

Non-Orthogonal Time-Frequency Space Modulation di Shamsi, Mahdi, Marvasti, Farokh

Sommario: “... algorithm is also presented to efficiently decode the received signal. The proposed modulation and decoding...”
Testo