Resultados de búsqueda - (endededededededededededededecoding OR (coding OR Decoding)) (algorithm OR algorithmsssics)

Decision-tree decoders for general quantum LDPC codes por Ott, Kai R., Hetényi, Bence, Beverland, Michael E.

Tabla de Contenidos: “… correction. We propose two explicit DTD algorithms that can be applied to any qLDPC code: (1) A provable…”
Enlace del recurso

Robust Multi-Objective Controlled Decoding of Large Language Models por Son, Seongho, Bankes, William, Yoon, Sangwoong, Ramesh, Shyam Sundhar, Tang, Xiaohang, Bogunovic, Ilija

Tabla de Contenidos: “…We introduce Robust Multi-Objective Decoding (RMOD), a novel inference-time algorithm that robustly…”
Enlace del recurso

Accelerating OpenPangu Inference on NPU via Speculative Decoding por Dai, Yuntao, Wu, Jing, Gu, Hang, Wang, Teng

Tabla de Contenidos: “… algorithms on domestic infrastructure, this study presents an end-to-end speculative inference acceleration…”
Enlace del recurso

Language-Informed Beam Search Decoding for Multilingual Machine Translation por Yang, Yilin, Lee, Stefan, Tadepalli, Prasad

Tabla de Contenidos: “… search. We then propose Language-informed Beam Search (LiBS), a general decoding algorithm incorporating…”
Enlace del recurso

Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation por Li, Yiwei, Mi, Fei, Li, Yitong, Wang, Yasheng, Sun, Bin, Feng, Shaoxiong, Li, Kan

Tabla de Contenidos: “… to adjust the decoding process in a unified framework. Besides, our adaptive algorithm can not only be used…”
Enlace del recurso

Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model por Kim, Sung-Jin, Lee, Dae-Hyeok, Han, Hyeon-Taek

Tabla de Contenidos: “… in the EEG dataset. In this paper, we addressed this issue by designing a dataset refinement algorithm…”
Enlace del recurso

Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding por Jinnai, Yuu, Ariu, Kaito

Tabla de Contenidos: “… is the medoid identification problem. AMBR uses the Correlated Sequential Halving (CSH) algorithm (Baharav…”
Enlace del recurso

Learning Exemplar Representations in Single-Trial EEG Category Decoding por Kilgallen, Jack, Pearlmutter, Barak, Siskind, Jeffery Mark

Tabla de Contenidos: “… the training and testing sets, almost any classification algorithm is capable of learning the representation…”
Enlace del recurso

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms por Hou, Yunlong, Zhang, Fengzhuo, Du, Cunxiao, Zhang, Xuan, Pan, Jiachun, Pang, Tianyu, Du, Chao, Tan, Vincent Y. F., Yang, Zhuoran

Tabla de Contenidos: “…-based hyperparameter selection algorithms, UCBSpec and EXP3Spec, are designed and analyzed in terms of a…”
Enlace del recurso

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

Tabla de Contenidos: “… controlled decoding algorithm that leverages gradients while operating entirely in the discrete text domain…”
Enlace del recurso

When Drafts Evolve: Speculative Decoding Meets Online Learning por Qian, Yu-Yang, Wu, Hao-Cong, Fu, Yichao, Zhang, Hao, Zhao, Peng

Tabla de Contenidos: “…'s acceleration rate, and develop novel algorithms via modern online learning techniques, including optimistic…”
Enlace del recurso

STree: Speculative Tree Decoding for Hybrid State-Space Models por Wu, Yangchao, Qin, Zongyue, Wong, Alex, Soatto, Stefano

Tabla de Contenidos: “… scalable algorithm to perform tree-based speculative decoding in state-space models (SSMs) and hybrid…”
Enlace del recurso

SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding por Zhong, Linfeng, Xu, Songqiang, Wen, Huifeng, Xie, Tong, Guo, Qingyu, Wang, Yuan, Li, Meng

Tabla de Contenidos: “… features system, algorithm, and hardware co-design. At the system level, we present a memory-aware hybrid…”
Enlace del recurso

Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs por Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Tabla de Contenidos: “…), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods…”
Enlace del recurso

Recurrent Drafter for Fast Speculative Decoding in Large Language Models por Cheng, Yunfei, Zhang, Aonan, Zhang, Xuanyu, Wang, Chong, Wang, Yi

Tabla de Contenidos: “… on LLM's hidden states, (2) applying a dynamic tree attention algorithm over beam search results…”
Enlace del recurso

Attention-Constrained Inference for Robust Decoder-Only Text-to-Speech por Wang, Hankun, Du, Chenpeng, Guo, Yiwei, Wang, Shuai, Chen, Xie, Yu, Kai

Tabla de Contenidos: “… algorithm and then applies constraining masks on AEAMs. Our experimental results on decoder-only TTS model…”
Enlace del recurso

Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models por Ye, Haotian, Jain, Himanshu, You, Chong, Suresh, Ananda Theertha, Lin, Haowei, Zou, James, Yu, Felix

Tabla de Contenidos: “…. This paper introduces Dynamic Importance Sampling for Constrained Decoding (DISC) with GPU-based Parallel…”
Enlace del recurso

Biomimetic Metamaterial-based Interface for Decoding Heterogeneous Mechanodermal Activity por Xu, Muzi, Zhang, Jiaqi, Dong, Chaoqun, Zhang, Zibo, Li, Duanyang, Yi, Wentian, Zou, Miaomiao, Tang, Chenyu, Malliaras, George G., Occhipinti, Luigi G.

Tabla de Contenidos: “… various scenarios. Combined with bespoke algorithms, the wireless BMMI device decodes MDA accurately…”
Enlace del recurso

From Memory Traces to Surface Chemistry: Decoding REDOX Reactions por Silva, Ana Luiza Costa, Silva, Rafael Schio Wengenroth, Moisés, Lucas Augusto, Chiquito, Adenilson José, de Godoy, Marcio Peron Franco, Hartmann, Fabian, Lopez-Richard, Victor

Tabla de Contenidos: “…. When combined with advanced algorithms for pattern recognition, allow the analysis of complex switching…”
Enlace del recurso

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding por Wang, Ziyao, Azmat, Muneeza, Li, Ang, Horesh, Raya, Yurochkin, Mikhail

Tabla de Contenidos: “… introduce a novel Collaborative Speculative Decoding (CoSD) algorithm that enables efficient LLM knowledge…”
Enlace del recurso