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

ParkingE2E: Camera-based End-to-end Parking Network, from Images to Planning di Li, Changze, Ji, Ziheng, Chen, Zhe, Qin, Tong, Yang, Ming

Sommario: “... algorithms are usually implemented using rule-based schemes. However, these methods are less effective...”
Testo

Context-Enhanced Contrastive Search for Improved LLM Text Generation di Sen, Jaydip, Pandey, Rohit, Waghela, Hetvi

Sommario: “..., and relevance remains challenging. Traditional decoding methods, such as bean search and top-k sampling, often...”
Testo

Accurate de novo sequencing of the modified proteome with OmniNovo di Chen, Yuhan, Qu, Shang, Gao, Zhiqiang, Yang, Yuejin, Zhang, Xiang, Xu, Sheng, Mao, Xinjie, Qian, Liujia, Wei, Jiaqi, Qiu, Zijie, You, Chenyu, Bai, Lei, Ding, Ning, Guo, Tiannan, Zhou, Bowen, Sun, Siqi

Sommario: “... decoding algorithm with rigorous false discovery rate estimation, OmniNovo achieves state-of-the-art...”
Testo

RIS-Enhanced Information-Decoupled Symbiotic Radio Over Broadcasting Signals di Cai, Shu, Liu, Ya-Feng, Zhan, Jun, Zhang, Qi

Sommario: “... conventional SR, the BRx performs energy detection and never decodes the primary signal, thereby removing...”
Testo

Pool-based Active Learning as Noisy Lossy Compression: Characterizing Label Complexity via Finite Blocklength Analysis di Sugiyama, Kosuke, Uchida, Masato

Sommario: “... to noisy symbol observations, data selection to compression, and learning to decoding. This correspondence...”
Testo

Non-binary LDPC codes for Data Storage di Bocharova, Irina, Kudryashov, Boris, Hollmann, Henk D. L., Skachek, Vitaly

Sommario: “... of regular non-binary LDPC codes under maximum-likelihood decoding. An algorithm for finding the ultimate...”
Testo

Collab: Controlled Decoding using Mixture of Agents for LLM Alignment di Chakraborty, Souradip, Bhatt, Sujay, Sehwag, Udari Madhushani, Ghosal, Soumya Suvra, Qiu, Jiahao, Wang, Mengdi, Manocha, Dinesh, Huang, Furong, Koppel, Alec, Ganesh, Sumitra

Sommario: “... and alignment among LLMs during decoding. Theoretical analysis of our proposed algorithm establishes optimal...”
Testo

Recursive Subproduct Codes with Reed-Muller-like Structure di Siddheshwar, Aditya, Natarajan, Lakshmi Prasad, Krishnan, Prasad

Sommario: “... belief propagation decoder and a local graph search algorithm, show instances of subproduct codes...”
Testo

Deep Joint Source-Channel Coding for Efficient and Reliable Cross-Technology Communication di Yao, Shumin, Xu, Xiaodong, Chen, Hao, Sun, Yaping, Zhao, Qinglin

Sommario: “... existing CTC coding algorithms as domain knowledge to guide the encoder-decoder pair to learn...”
Testo

CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis di Kang, Gyeongjin, Lee, Younggeun, Oh, Seungjun, Park, Eunbyung

Sommario: “..., such as images and videos, we need to fulfill three key objectives: 1. fast encoding and decoding time, 2...”
Testo

DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer di Wei, Jinfeng, Zhang, Xiaofeng

Sommario: “... hallucinations by decoding specific weighted layer penalties and redistribution, offering an economical...”
Testo

Continuous Speculative Decoding for Autoregressive Image Generation di Wang, Zili, Zhang, Robert, Ding, Kun, Yang, Qi, Li, Fei, Xiang, Shiming

Sommario: “... Language Models (LLMs), speculative decoding has effectively accelerated discrete autoregressive inference...”
Testo

PLD+: Accelerating LLM inference by leveraging Language Model Artifacts di Somasundaram, Shwetha, Phukan, Anirudh, Saxena, Apoorv

Sommario: “...To reduce the latency associated with autoretrogressive LLM inference, speculative decoding has...”
Testo

SPIN: Accelerating Large Language Model Inference with Heterogeneous Speculative Models di Chen, Fahao, Li, Peng, Luan, Tom H., Su, Zhou, Deng, Jing

Sommario: “...Speculative decoding has been shown as an effective way to accelerate Large Language Model (LLM...”
Testo

CLaSp: In-Context Layer Skip for Self-Speculative Decoding di Chen, Longze, Shan, Renke, Wang, Huiming, Wang, Lu, Liu, Ziqiang, Luo, Run, Wang, Jiawei, Alinejad-Rokny, Hamid, Yang, Min

Sommario: “...Speculative decoding (SD) is a promising method for accelerating the decoding process of Large...”
Testo

Radiation-Induced Fault Detection in Superconducting Quantum Devices di Vallero, Marzio, Casagranda, Gioele, Vella, Flavio, Rech, Paolo

Sommario: “... propose the first algorithm to effectively exploit syndrome information for the efficient detection...”
Testo

Federated Learning in Offline and Online EMG Decoding: A Privacy and Performance Perspective di Malcolm, Kai, Uribe, César, Yamagami, Momona

Sommario: “... neural decoding using high-dimensional electromyography (EMG) across both offline simulations and a real...”
Testo

Efficient Decoding Methods for Language Models on Encrypted Data di Avitan, Matan, Baruch, Moran, Drucker, Nir, Zimerman, Itamar, Goldberg, Yoav

Sommario: “... for secure inference. However, neural text generation requires decoding methods like argmax and sampling...”
Testo

SpecAttn: Speculating Sparse Attention di Shah, Harsh

Sommario: “... SpecAttn, a novel training-free approach that seamlessly integrates with existing speculative decoding...”
Testo

Conserved Kinematic Representations enable Zero-Shot Decoding in Handwriting BCIs di Ravishankar, Srinivas, de Sa, Virginia

Sommario: “... machine learning algorithm for decoding unseen characters. Our model achieves 64% hits@3 retrieval...”
Testo