Risultati della ricerca - decoding (algorithmssics OR (algorithm OR (algorithm OR Algorithmsssicsics)))

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

Sommario: “... the effectiveness of current algorithms. The COSAS (Cross-Organ and Cross-Scanner Adenocarcinoma Segmentation...”
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Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet di Deineko, Elija, Kehrt, Carina

Sommario: “... VRP with a finite vehicle fleet size. The approach is based on an encoder-decoder architecture...”
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Implicit Statistical Inference in Transformers: Approximating Likelihood-Ratio Tests In-Context di Chaudhry, Faris, Gadkari, Siddhant

Sommario: “... the underlying algorithms remain poorly understood. We adopt a statistical decision-theoretic perspective...”
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Transformer See, Transformer Do: Copying as an Intermediate Step in Learning Analogical Reasoning di Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Sommario: “... with more heterogeneous datasets, where our 3-layer encoder-decoder model outperforms most frontier models...”
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Robust Model-Based Iteration for Passive Gamma Emission Tomography di Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Sommario: “... iterative solver that combines the LM algorithm with a Deep Gauss-Newton step, in which a learned operator...”
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Smoothed Analysis of Learning from Positive Samples di Lee, Jane H., Mehrotra, Anay, Zampetakis, Manolis

Sommario: “... witnesses smoothness of $D^*$, as arises when list-decoding algorithms learn samplers for $D^*$ from...”
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Achieving the Fundamental Limit of Lossless Analog Compression via Polarization di Yuan, Shuai, Yao, Liuquan, Li, Yuan, Zhang, Huazi, Wang, Jun, Tong, Wen, Ma, Zhiming

Sommario: “... the corresponding analog successive cancellation (SC) decoder. The proposed scheme consists of deterministic...”
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AIRS-assisted Vehicular Networks with Rate-Splitting SWIPT Receivers: Joint Trajectory and Communication Design di Nam, Gyoungyoon, Lee, Seokhyun, Jeong, Seongah

Sommario: “... wireless information and power transfer (SWIPT) receivers to concurrently allow information decoding (ID...”
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Greed is All You Need: An Evaluation of Tokenizer Inference Methods di Uzan, Omri, Schmidt, Craig W., Tanner, Chris, Pinter, Yuval

Sommario: “... models, the method of decoding text into a sequence of tokens from these vocabularies is often left...”
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On the Performance of RIS-assisted Networks with HQAM di Oikonomou, Thrassos K., Tyrovolas, Dimitrios, Tegos, Sotiris A., Diamantoulakis, Panagiotis D., Sarigiannidis, Panagiotis, Liaskos, Christos, Karagiannidis, George K.

Sommario: “.... Additionally, we introduce an innovative detection algorithm for HQAM constellations that implements sphere...”
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Efficient Feedback Design for Unsourced Random Access with Integrated Sensing and Communication di Ahmadi, Mohammad Javad, Kazemi, Mohammad, Schaefer, Rafael F.

Sommario: “... propose a novel feedback signal design that announces the decoding status of users and simultaneously...”
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Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers di Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

Sommario: “... still face a severe quality-speed trade-off: accelerating decoding by revealing multiple tokens often...”
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Error-Correction Performance of Regular Ring-Linear LDPC Codes over Lee Channels di Bariffi, Jessica, Bartz, Hannes, Liva, Gianluigi, Rosenthal, Joachim

Sommario: “... and a low-complexity symbol message passing decoding algorithm and compare the performances...”
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STAR-RIS Assisted Downlink Active and Uplink Backscatter Communications with NOMA di Huang, Ao, Mu, Xidong, Guo, Li

Sommario: “... beamforming, and the DL NOMA decoding orders, subject to the DL user's individual rate constraint. To tackle...”
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SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices di Svirschevski, Ruslan, May, Avner, Chen, Zhuoming, Chen, Beidi, Jia, Zhihao, Ryabinin, Max

Sommario: “... works on LLM inference use speculative decoding to achieve extreme speedups. However, most...”
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Optimizing LaneSegNet for Real-Time Lane Topology Prediction in Autonomous Vehicles di Stevens, William, Urs, Vishal, Selvaraj, Karthik, Torres, Gabriel, Lakhanpal, Gaurish

Sommario: “... algorithms to accurately assess road features in real-time. This study explores the LaneSegNet architecture...”
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TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention di Yang, Lijie, Zhang, Zhihao, Chen, Zhuofu, Li, Zikun, Jia, Zhihao

Sommario: “... during the decoding phase, creating a significant bottleneck. Existing sparse attention mechanisms...”
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Accelerating Error Correction Code Transformers di Levy, Matan, Choukroun, Yoni, Wolf, Lior

Sommario: “... to traditional decoding algorithms. Achieving effective quantization of the ECCT presents significant challenges...”
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CRISP: Object Pose and Shape Estimation with Test-Time Adaptation di Shi, Jingnan, Talak, Rajat, Zhang, Harry, Jin, David, Carlone, Luca

Sommario: “... implements an encoder-decoder model for shape estimation. It uses FiLM-conditioning for implicit shape...”
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SIC-free Multicast Scheduling for Multi-antenna Coded Caching di Sojdeh, MohammadJavad, Salehi, MohammadJavad, Tölli, Antti

Sommario: “... successive interference cancellation (SIC) structure to decode a superposition of multiple streams received...”
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