Search Results - decoding (algorithm OR (algorithmics OR Algorithmsssics))

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

Table of Contents: “… gap, we propose a novel approach that integrates advanced neural decoding algorithms to systematically…”
Get full text

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

Table of Contents: “… that applies speculative decoding to accelerate VLMs without sacrificing output quality. Spec-LLaVA pairs a…”
Get full text

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

Table of Contents: “…. An integrated decoding algorithm then combines segmentation and classification to robustly interpret MAV motion…”
Get full text

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

Table of Contents: “…Speculative decoding is widely used in accelerating large language model (LLM) inference…”
Get full text

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

Table of Contents: “…Quantum error correction uses the measurement of syndromes and classical decoding algorithms…”
Get full text

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

Table of Contents: “…, which can translate into poor cache locality and stalled decode throughput. We study these effects…”
Get full text

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

Table of Contents: “… systems, and consumer electronics, as they have very efficient encoding and decoding algorithms…”
Get full text

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

Table of Contents: “… Stinespring isometry, via universal encoding and decoding operations that are efficiently implementable. When…”
Get full text

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

Table of Contents: “…We study the task of list-decodable linear regression using batches. A batch is called clean…”
Get full text

Using Pseudocodewords to Transmit Information by Axvig, Nathan

Table of Contents: “…The linear programming decoder will occasionally output fractional-valued sequences that do…”
Get full text

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

Table of Contents: “…We present a protocol to encode and decode arbitrary quantum states in the parity architecture…”
Get full text

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

Table of Contents: “… decoding, we propose TOOLDEC, a decoding algorithm using finite state machines to force LLMs to follow tool…”
Get full text

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

Table of Contents: “… tokens. Additionally, an auto-correct decoding algorithm facilitates the simultaneous generation…”
Get full text

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

Table of Contents: “… interfaces (BCIs). Online accurate and fast decoding is very important to its successful applications…”
Get full text

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

Table of Contents: “…. Speculative decoding (SD) methods offer substantial efficiency gains by generating multiple tokens using a…”
Get full text

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

Table of Contents: “… the decoding algorithm for each new subject, which is time-consuming and user-unfriendly, hindering their real…”
Get full text

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

Table of Contents: “…, with two test-time scaling decoding algorithms, Beam Search and Chain-of-Thought decoding. Additionally, we…”
Get full text

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

Table of Contents: “…This paper introduces Truth-Aware Decoding (TAD), a verification-oriented decoding scheme…”
Get full text

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

Table of Contents: “… decoding offers a promising solution by partitioning token generation between a lightweight draft model…”
Get full text

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

Table of Contents: “…-free decoding algorithm that adaptively halts rationale generation. LEASH monitors two intrinsic…”
Get full text