Résultats de la recherche - decoding (Algorithmssssics OR (algorithm OR (algorithmssssics OR (algorithm OR algorithm))))

Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State Automata par Chen, Jinghong, Lin, Weizhe, Mei, Jingbiao, Byrne, Bill

Table des matières: “… names. We introduce Control-DAG, a constrained decoding algorithm for our Directed Acyclic T5 (DA-T5…”
Accéder au texte intégral

A New Construction of Non-Binary Deletion Correcting Codes and their Decoding par Schaller, Michael, Toesca, Beatrice, Vu, Van Khu

Table des matières: “…. We show that our multiplicity-free codes can correct multiple deletions and provide a decoding…”
Accéder au texte intégral

Quantization-Free Autoregressive Action Transformer par Sheebaelhamd, Ziyad, Tschannen, Michael, Muehlebach, Michael, Vernade, Claire

Table des matières: “… and train an autoregressive transformer decoder on the resulting latent code. However, the initial…”
Accéder au texte intégral

The Stability of Low-Density Parity-Check Codes and Some of Its Consequences par Liu, Wei, Urbanke, Rüdiger

Table des matières: “…-achieving codes under low-complexity decoding algorithms, where universality refers to the fact that we…”
Accéder au texte intégral

Generative Decoding for Quantum Error-correcting Codes par Cao, Hanyan, Pan, Feng, Feng, Dongyang, Wang, Yijia, Zhang, Pan

Table des matières: “…, and the large space for logical operators in high-rate codes. In this work, we propose a decoding algorithm…”
Accéder au texte intégral

The Long Delay to Arithmetic Generalization: When Learned Representations Outrun Behavior par Gonzalez, Laura Gomezjurado

Table des matières: “…Grokking in transformers trained on algorithmic tasks is characterized by a long delay between…”
Accéder au texte intégral

AI-Enabled Decoding of Qubit Loss for Quantum Error-Correcting Codes par Wang, Yuqing, Nie, Xiaotian, Dai, Jiale, Ni, Zhongyi, Zhang, Tao, Zhai, Hui, Chen, Linghui

Table des matières: “… the traditional minimum-weight perfect matching (MWPM) algorithm and even delayed-erasure MWPM decoders that use…”
Accéder au texte intégral

A Quantum Approximate Optimization Algorithm-based Decoder Architecture for NextG Wireless Channel Codes par Kasi, Srikar, Sud, James, Jamieson, Kyle, Ravi, Gokul Subramanian

Table des matières: “… processing architecture for FEC decoding, one based on the quantum approximate optimization algorithm (QAOA…”
Accéder au texte intégral

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding par Wei, Linye, Zhong, Shuzhang, Xu, Songqiang, Wang, Runsheng, Huang, Ru, Li, Meng

Table des matières: “… decoding latency of LLMs challenges the real-time ASR requirements. Although speculative decoding has been…”
Accéder au texte intégral

Using Pseudocodewords to Transmit Information par Axvig, Nathan

Table des matières: “…The linear programming decoder will occasionally output fractional-valued sequences that do…”
Accéder au texte intégral

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

Table des matières: “…We present a protocol to encode and decode arbitrary quantum states in the parity architecture…”
Accéder au texte intégral

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

Table des matières: “… decoding, we propose TOOLDEC, a decoding algorithm using finite state machines to force LLMs to follow tool…”
Accéder au texte intégral

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

Table des matières: “… tokens. Additionally, an auto-correct decoding algorithm facilitates the simultaneous generation…”
Accéder au texte intégral

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

Table des matières: “… interfaces (BCIs). Online accurate and fast decoding is very important to its successful applications…”
Accéder au texte intégral

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

Table des matières: “…. Speculative decoding (SD) methods offer substantial efficiency gains by generating multiple tokens using a…”
Accéder au texte intégral

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

Table des matières: “… the decoding algorithm for each new subject, which is time-consuming and user-unfriendly, hindering their real…”
Accéder au texte intégral

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

Table des matières: “…, with two test-time scaling decoding algorithms, Beam Search and Chain-of-Thought decoding. Additionally, we…”
Accéder au texte intégral

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

Table des matières: “…This paper introduces Truth-Aware Decoding (TAD), a verification-oriented decoding scheme…”
Accéder au texte intégral

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

Table des matières: “… decoding offers a promising solution by partitioning token generation between a lightweight draft model…”
Accéder au texte intégral

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

Table des matières: “…-free decoding algorithm that adaptively halts rationale generation. LEASH monitors two intrinsic…”
Accéder au texte intégral