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

Understanding Stain Separation Improves Cross-Scanner Adenocarcinoma Segmentation with Joint Multi-Task Learning par Kim, Ho Heon, Jeong, Won Chan, Ko, Young Shin, Park, Young Jin

Table des matières: “… the effectiveness of current algorithms. The COSAS (Cross-Organ and Cross-Scanner Adenocarcinoma Segmentation…”
Accéder au texte intégral

Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet par Deineko, Elija, Kehrt, Carina

Table des matières: “… VRP with a finite vehicle fleet size. The approach is based on an encoder-decoder architecture…”
Accéder au texte intégral

Implicit Statistical Inference in Transformers: Approximating Likelihood-Ratio Tests In-Context par Chaudhry, Faris, Gadkari, Siddhant

Table des matières: “… the underlying algorithms remain poorly understood. We adopt a statistical decision-theoretic perspective…”
Accéder au texte intégral

Transformer See, Transformer Do: Copying as an Intermediate Step in Learning Analogical Reasoning par Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Table des matières: “… with more heterogeneous datasets, where our 3-layer encoder-decoder model outperforms most frontier models…”
Accéder au texte intégral

Robust Model-Based Iteration for Passive Gamma Emission Tomography par Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Table des matières: “… iterative solver that combines the LM algorithm with a Deep Gauss-Newton step, in which a learned operator…”
Accéder au texte intégral

Smoothed Analysis of Learning from Positive Samples par Lee, Jane H., Mehrotra, Anay, Zampetakis, Manolis

Table des matières: “… witnesses smoothness of $D^*$, as arises when list-decoding algorithms learn samplers for $D^*$ from…”
Accéder au texte intégral

Achieving the Fundamental Limit of Lossless Analog Compression via Polarization par Yuan, Shuai, Yao, Liuquan, Li, Yuan, Zhang, Huazi, Wang, Jun, Tong, Wen, Ma, Zhiming

Table des matières: “… the corresponding analog successive cancellation (SC) decoder. The proposed scheme consists of deterministic…”
Accéder au texte intégral

AIRS-assisted Vehicular Networks with Rate-Splitting SWIPT Receivers: Joint Trajectory and Communication Design par Nam, Gyoungyoon, Lee, Seokhyun, Jeong, Seongah

Table des matières: “… wireless information and power transfer (SWIPT) receivers to concurrently allow information decoding (ID…”
Accéder au texte intégral

Greed is All You Need: An Evaluation of Tokenizer Inference Methods par Uzan, Omri, Schmidt, Craig W., Tanner, Chris, Pinter, Yuval

Table des matières: “… models, the method of decoding text into a sequence of tokens from these vocabularies is often left…”
Accéder au texte intégral

On the Performance of RIS-assisted Networks with HQAM par Oikonomou, Thrassos K., Tyrovolas, Dimitrios, Tegos, Sotiris A., Diamantoulakis, Panagiotis D., Sarigiannidis, Panagiotis, Liaskos, Christos, Karagiannidis, George K.

Table des matières: “…. Additionally, we introduce an innovative detection algorithm for HQAM constellations that implements sphere…”
Accéder au texte intégral

Efficient Feedback Design for Unsourced Random Access with Integrated Sensing and Communication par Ahmadi, Mohammad Javad, Kazemi, Mohammad, Schaefer, Rafael F.

Table des matières: “… propose a novel feedback signal design that announces the decoding status of users and simultaneously…”
Accéder au texte intégral

Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers par Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

Table des matières: “… still face a severe quality-speed trade-off: accelerating decoding by revealing multiple tokens often…”
Accéder au texte intégral

Error-Correction Performance of Regular Ring-Linear LDPC Codes over Lee Channels par Bariffi, Jessica, Bartz, Hannes, Liva, Gianluigi, Rosenthal, Joachim

Table des matières: “… and a low-complexity symbol message passing decoding algorithm and compare the performances…”
Accéder au texte intégral

STAR-RIS Assisted Downlink Active and Uplink Backscatter Communications with NOMA par Huang, Ao, Mu, Xidong, Guo, Li

Table des matières: “… beamforming, and the DL NOMA decoding orders, subject to the DL user's individual rate constraint. To tackle…”
Accéder au texte intégral

SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices par Svirschevski, Ruslan, May, Avner, Chen, Zhuoming, Chen, Beidi, Jia, Zhihao, Ryabinin, Max

Table des matières: “… works on LLM inference use speculative decoding to achieve extreme speedups. However, most…”
Accéder au texte intégral

Optimizing LaneSegNet for Real-Time Lane Topology Prediction in Autonomous Vehicles par Stevens, William, Urs, Vishal, Selvaraj, Karthik, Torres, Gabriel, Lakhanpal, Gaurish

Table des matières: “… algorithms to accurately assess road features in real-time. This study explores the LaneSegNet architecture…”
Accéder au texte intégral

TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention par Yang, Lijie, Zhang, Zhihao, Chen, Zhuofu, Li, Zikun, Jia, Zhihao

Table des matières: “… during the decoding phase, creating a significant bottleneck. Existing sparse attention mechanisms…”
Accéder au texte intégral

Accelerating Error Correction Code Transformers par Levy, Matan, Choukroun, Yoni, Wolf, Lior

Table des matières: “… to traditional decoding algorithms. Achieving effective quantization of the ECCT presents significant challenges…”
Accéder au texte intégral

CRISP: Object Pose and Shape Estimation with Test-Time Adaptation par Shi, Jingnan, Talak, Rajat, Zhang, Harry, Jin, David, Carlone, Luca

Table des matières: “… implements an encoder-decoder model for shape estimation. It uses FiLM-conditioning for implicit shape…”
Accéder au texte intégral

SIC-free Multicast Scheduling for Multi-antenna Coded Caching par Sojdeh, MohammadJavad, Salehi, MohammadJavad, Tölli, Antti

Table des matières: “… successive interference cancellation (SIC) structure to decode a superposition of multiple streams received…”
Accéder au texte intégral