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

Uncovering the EEG Temporal Representation of Low-dimensional Object Properties di Tang, Jiahua, Wang, Song, Zou, Jiachen, Wei, Chen, Liu, Quanying

Sommario: “... gap, we propose a novel approach that integrates advanced neural decoding algorithms to systematically...”
Testo

Spec-LLaVA: Accelerating Vision-Language Models with Dynamic Tree-Based Speculative Decoding di Huo, Mingxiao, Zhang, Jiayi, Wang, Hewei, Xu, Jinfeng, Chen, Zheyu, Tai, Huilin, Chen, Yijun

Sommario: “... that applies speculative decoding to accelerate VLMs without sacrificing output quality. Spec-LLaVA pairs a...”
Testo

MoCom: Motion-based Inter-MAV Visual Communication Using Event Vision and Spiking Neural Networks di Nengbo, Zhang, Ho, Hann Woei, Zhou, Ye

Sommario: “.... An integrated decoding algorithm then combines segmentation and classification to robustly interpret MAV motion...”
Testo

Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs di Liu, Hongyi, Huang, Jiaji, Jia, Zhen, Park, Youngsuk, Wang, Yu-Xiang

Sommario: “...Speculative decoding is widely used in accelerating large language model (LLM) inference...”
Testo

In situ calibration of unitary operations during quantum error correction di Kunjummen, Jonathan, Taylor, Jacob M.

Sommario: “...Quantum error correction uses the measurement of syndromes and classical decoding algorithms...”
Testo

Dynamic Sparse Attention: Access Patterns and Architecture di Levy, Noam

Sommario: “..., which can translate into poor cache locality and stalled decode throughput. We study these effects...”
Testo

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

Sommario: “... systems, and consumer electronics, as they have very efficient encoding and decoding algorithms...”
Testo

Random Stinespring superchannel: converting channel queries into dilation isometry queries di Girardi, Filippo, Mele, Francesco Anna, Zhao, Haimeng, Fanizza, Marco, Lami, Ludovico

Sommario: “... Stinespring isometry, via universal encoding and decoding operations that are efficiently implementable. When...”
Testo

Batch List-Decodable Linear Regression via Higher Moments di Diakonikolas, Ilias, Kane, Daniel M., Karmalkar, Sushrut, Liu, Sihan, Pittas, Thanasis

Sommario: “...We study the task of list-decodable linear regression using batches. A batch is called clean...”
Testo

Using Pseudocodewords to Transmit Information di Axvig, Nathan

Sommario: “...The linear programming decoder will occasionally output fractional-valued sequences that do...”
Testo

Constant Depth Code Deformations in the Parity Architecture di Messinger, Anette, Fellner, Michael, Lechner, Wolfgang

Sommario: “...We present a protocol to encode and decode arbitrary quantum states in the parity architecture...”
Testo

Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding di Zhang, Kexun, Chen, Hongqiao, Li, Lei, Wang, William

Sommario: “... decoding, we propose TOOLDEC, a decoding algorithm using finite state machines to force LLMs to follow tool...”
Testo

Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding di Yi, Hanling, Lin, Feng, Li, Hongbin, Ning, Peiyang, Yu, Xiaotian, Xiao, Rong

Sommario: “... tokens. Additionally, an auto-correct decoding algorithm facilitates the simultaneous generation...”
Testo

Front-end Replication Dynamic Window (FRDW) for Online Motor Imagery Classification di Chen, X., An, J., Wu, H., Li, S., Liu, B., Wu, D.

Sommario: “... interfaces (BCIs). Online accurate and fast decoding is very important to its successful applications...”
Testo

Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies di Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Jain, Gaurav, Pereg, Oren, Wasserblat, Moshe, Harel, David

Sommario: “.... Speculative decoding (SD) methods offer substantial efficiency gains by generating multiple tokens using a...”
Testo

Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces di Wu, Dongrui

Sommario: “... the decoding algorithm for each new subject, which is time-consuming and user-unfriendly, hindering their real...”
Testo

ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations di Pham, Quang Hieu, Nguyen, Thuy Duong, Pham, Tung, Luu, Anh Tuan, Nguyen, Dat Quoc

Sommario: “..., with two test-time scaling decoding algorithms, Beam Search and Chain-of-Thought decoding. Additionally, we...”
Testo

Truth-Aware Decoding: A Program-Logic Approach to Factual Language Generation di Alpay, Faruk, Alakkad, Hamdi

Sommario: “...This paper introduces Truth-Aware Decoding (TAD), a verification-oriented decoding scheme...”
Testo

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

Sommario: “... decoding offers a promising solution by partitioning token generation between a lightweight draft model...”
Testo

Logit-Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning di Quamar, Mohammad Atif, Areeb, Mohammad

Sommario: “...-free decoding algorithm that adaptively halts rationale generation. LEASH monitors two intrinsic...”
Testo