Suchergebnisse - (endedededededededededededededecoding OR decoding) (algorithmics OR algorithm)

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

Inhaltsangabe: “… 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 von Deineko, Elija, Kehrt, Carina

Inhaltsangabe: “… 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 von Chaudhry, Faris, Gadkari, Siddhant

Inhaltsangabe: “… 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 von Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Inhaltsangabe: “… 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 von Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Inhaltsangabe: “… 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 von Lee, Jane H., Mehrotra, Anay, Zampetakis, Manolis

Inhaltsangabe: “… 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 von Yuan, Shuai, Yao, Liuquan, Li, Yuan, Zhang, Huazi, Wang, Jun, Tong, Wen, Ma, Zhiming

Inhaltsangabe: “… 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 von Nam, Gyoungyoon, Lee, Seokhyun, Jeong, Seongah

Inhaltsangabe: “… 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 von Uzan, Omri, Schmidt, Craig W., Tanner, Chris, Pinter, Yuval

Inhaltsangabe: “… 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 von Oikonomou, Thrassos K., Tyrovolas, Dimitrios, Tegos, Sotiris A., Diamantoulakis, Panagiotis D., Sarigiannidis, Panagiotis, Liaskos, Christos, Karagiannidis, George K.

Inhaltsangabe: “… . 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 von Ahmadi, Mohammad Javad, Kazemi, Mohammad, Schaefer, Rafael F.

Inhaltsangabe: “… 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 von Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

Inhaltsangabe: “… 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 von Bariffi, Jessica, Bartz, Hannes, Liva, Gianluigi, Rosenthal, Joachim

Inhaltsangabe: “… 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 von Huang, Ao, Mu, Xidong, Guo, Li

Inhaltsangabe: “… 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 von Svirschevski, Ruslan, May, Avner, Chen, Zhuoming, Chen, Beidi, Jia, Zhihao, Ryabinin, Max

Inhaltsangabe: “… 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 von Stevens, William, Urs, Vishal, Selvaraj, Karthik, Torres, Gabriel, Lakhanpal, Gaurish

Inhaltsangabe: “… 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 von Yang, Lijie, Zhang, Zhihao, Chen, Zhuofu, Li, Zikun, Jia, Zhihao

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

Inhaltsangabe: “… 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 von Shi, Jingnan, Talak, Rajat, Zhang, Harry, Jin, David, Carlone, Luca

Inhaltsangabe: “… 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 von Sojdeh, MohammadJavad, Salehi, MohammadJavad, Tölli, Antti

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