Risultati della ricerca - decoding (Algorithmssicssics OR (algorithm OR (algorithm OR algorithm)))

FastFixer: An Efficient and Effective Approach for Repairing Programming Assignments di Liu, Fang, Liu, Zhenwei, Zhao, Qianhui, Jiang, Jing, Zhang, Li, Li, Ge, Sun, Zian, Li, Zhongqi, Ma, Yuchi

Sommario: “... remarkable inference speedup of 16.67 times compared to the autoregressive decoding algorithm. ...”
Testo

Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces di Wang, Ziwei, Li, Siyang, Luo, Jingwei, Liu, Jiajing, Wu, Dongrui

Sommario: “...) using different decoding algorithms demonstrated that: 1) CR is effective, i.e., it can noticeably...”
Testo

URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction di Song, Jie, Sun, Yue, Cai, Ziyun, Xiao, Liang, Huang, Yawen, Zheng, Yefeng

Sommario: “...The challenges of road network segmentation demand an algorithm capable of adapting to the sparse...”
Testo

Deep Learning in Wireless Communication Receiver: A Survey di Doha, Shadman Rahman, Abdelhadi, Ahmed

Sommario: “... receivers depend on mathematical models and algorithms, which do not have the ability to adapt or learn from...”
Testo

Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models di Zhang, Ce, Wan, Zifu, Kan, Zhehan, Ma, Martin Q., Stepputtis, Simon, Ramanan, Deva, Salakhutdinov, Russ, Morency, Louis-Philippe, Sycara, Katia, Xie, Yaqi

Sommario: “... Decoding with Generative Feedback (DeGF), a novel training-free algorithm that incorporates feedback from...”
Testo

Leveraging Small LLMs for Argument Mining in Education: Argument Component Identification, Classification, and Assessment di Favero, Lucile, Pérez-Ortiz, Juan Antonio, Käser, Tanja, Oliver, Nuria

Sommario: “...Argument mining algorithms analyze the argumentative structure of essays, making them a valuable...”
Testo

STAR-RIS-aided NOMA for Secured xURLLC di Lulu, Song, Di, Zhang, Shaobo, Jia, Pengcheng, Zhu, Yonghui, Li

Sommario: “...), which provides additional degree of freedom to enable a secure and fair decoding order and achieve a...”
Testo

SigChord: Sniffing Wide Non-sparse Multiband Signals for Terrestrial and Non-terrestrial Wireless Networks di Peng, Jinbo, Duan, Junwen, Lin, Zheng, Yuan, Haoxuan, Gao, Yue, Chen, Zhe

Sommario: “... on low-cost and sub-Nyquist sampling radios. We first design a deep and rule-based interleaving algorithm...”
Testo

SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting di Xu, Jiaming, Pan, Jiayi, Zhou, Yongkang, Chen, Siming, Li, Jinhao, Lian, Yaoxiu, Wu, Junyi, Dai, Guohao

Sommario: “... SpecEE, a fast LLM inference engine with speculative early exiting. (1) At the algorithm level, we...”
Testo

LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment di Long, Jiahuan, Zhou, Xin

Sommario: “..., existing depth estimation algorithms often struggle to effectively balance performance and computational...”
Testo

Antenna Activation and Resource Allocation in Multi-Waveguide Pinching-Antenna Systems di Wang, Kaidi, Ding, Zhiguo, Karagiannidis, George K.

Sommario: “...-theoretic algorithm is developed, in which the optimal decoding order is derived and incorporated. For power...”
Testo

One Trigger Token Is Enough: A Defense Strategy for Balancing Safety and Usability in Large Language Models di Gu, Haoran, Wang, Handing, Mei, Yi, Zhang, Mengjie, Jin, Yaochu

Sommario: “... simple yet effective defense algorithm that identifies and explicitly decodes safety trigger tokens...”
Testo

Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency di Li, Ruixiao, Chen, Fahao, Li, Peng

Sommario: “...Speculative decoding accelerates Large Language Model (LLM) inference by employing a small...”
Testo

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models di Yu, Po-Chieh

Sommario: “... responses in language models. Instead of assuming that extraterrestrial signals must be decoded, we evaluate...”
Testo

Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms di Xiao, Zeguan, Chen, Yun, Chen, Guanhua, Tang, Ke

Sommario: “... Feedback (RLHF) algorithms for aligning large language models (LLMs) with human preferences. However, DAAs...”
Testo

ABS: Enforcing Constraint Satisfaction On Generated Sequences Via Automata-Guided Beam Search di Collura, Vincenzo, Tit, Karim, Bussi, Laura, Giunchiglia, Eleonora, Cordy, Maxime

Sommario: “... ones, and beam search is commonly used to balance exploration and fluency during decoding. While deep...”
Testo

A Study of Large Language Models for Patient Information Extraction: Model Architecture, Fine-Tuning Strategy, and Multi-task Instruction Tuning di Peng, Cheng, Dong, Xinyu, Lyu, Mengxian, Paredes, Daniel, Zhang, Yaoyun, Wu, Yonghui

Sommario: “..., including: (1) encoder-only or decoder-only LLMs, (2) prompt-based parameter-efficient fine-tuning (PEFT...”
Testo

Reading Images Like Texts: Sequential Image Understanding in Vision-Language Models di Li, Yueyan, Zhao, Chenggong, Zang, Zeyuan, Yuan, Caixia, Wang, Xiaojie

Sommario: “... an instruction-agnostic token compression algorithm based on a plug-and-play visual decoder to improve decoding...”
Testo

STARS: Synchronous Token Alignment for Robust Supervision in Large Language Models di Quamar, Mohammad Atif, Areeb, Mohammad, Kuznetsov, Mikhail, Ozmen, Muslum Ozgur, Celik, Z. Berkay

Sommario: “..., we introduce STARS, Synchronous Token Alignment for Robust Supervision, a decoding-time algorithm...”
Testo

An Information-Minimal Geometry for Qubit-Efficient Optimization di Ma, Gordon, Angelakis, Dimitris G.

Sommario: “... algorithms explore exponentially large Hilbert spaces. We recast qubit-efficient optimization as a geometric...”
Testo