Risultati della ricerca - (endedededededededededededededededededededededededeDecoding OR coding) (algorithmics OR algorithm)

Sparse Dictionary Learning for Image Recovery by Iterative Shrinkage di Shabani, Shima, Khoshghiaferezaee, Mohammadsadegh, Breuß, Michael

Sommario: “...In this paper we study the sparse coding problem in the context of sparse dictionary learning...”
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Generative Modeling for Mathematical Discovery di Ellenberg, Jordan S., Fraser-Taliente, Cristofero S., Harvey, Thomas R., Srivastava, Karan, Sutherland, Andrew V.

Sommario: “...We present a new implementation of the LLM-driven genetic algorithm {\it funsearch}, whose aim...”
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ScalerEval: Automated and Consistent Evaluation Testbed for Auto-scalers in Microservices di Xie, Shuaiyu, Wang, Jian, Luo, Yang, Yong, Yunqing, Tan, Yuzhen, Li, Bing

Sommario: “... to accommodate fluctuating workloads. Despite the introduction of many sophisticated auto-scaling algorithms...”
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DeepCS-TRD, a Deep Learning-based Cross-Section Tree Ring Detector di Marichal, Henry, Casaravilla, Verónica, Power, Candice, Mello, Karolain, Mazarino, Joaquín, Lucas, Christine, Profumo, Ludmila, Passarella, Diego, Randall, Gregory

Sommario: “...Here, we propose Deep CS-TRD, a new automatic algorithm for detecting tree rings in whole cross...”
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Kinship Verification through a Forest Neural Network di Nazari, Ali, Moghaddam, Mohsen Ebrahimi, Borzoei, Omidreza

Sommario: “... representation algorithms. Moreover, we designed the structure of the classification module and introduced a new...”
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ForgeEDA: A Comprehensive Multimodal Dataset for Advancing EDA di Shi, Zhengyuan, Li, Zeju, Ma, Chengyu, Zhou, Yunhao, Zheng, Ziyang, Liu, Jiawei, Pan, Hongyang, Zhou, Lingfeng, Li, Kezhi, Zhu, Jiaying, Yan, Lingwei, He, Zhiqiang, Xue, Chenhao, Jiang, Wentao, Yang, Fan, Sun, Guangyu, Yang, Xiaoyan, Chen, Gang, Shi, Chuan, Chu, Zhufei, Yang, Jun, Xu, Qiang

Sommario: “.... ForgeEDA includes diverse circuit representations such as Register Transfer Level (RTL) code, Post-mapping...”
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Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation di Almuzairee, Abdulaziz, Patil, Rohan, Bhatt, Dwait, Christensen, Henrik I.

Sommario: “... And Disentanglement (MAD) algorithm that efficiently merges views to increase sample efficiency while simultaneously...”
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Layer-wise Quantization for Quantized Optimistic Dual Averaging di Nguyen, Anh Duc, Markov, Ilia, Wu, Frank Zhengqing, Ramezani-Kebrya, Ali, Antonakopoulos, Kimon, Alistarh, Dan, Cevher, Volkan

Sommario: “... quantization framework with tight variance and code-length bounds, adapting to the heterogeneities over...”
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phaser: A unified and extensible framework for fast electron ptychography di Gilgenbach, Colin, Zhu, Menglin, LeBeau, James M.

Sommario: “...We present \code{phaser}, an open-source Python package that provides a unified interface to both...”
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Improvement of AMPs Identification with Generative Adversarial Network and Ensemble Classification di Keshavarzpour, Reyhaneh, Mansoori, Eghbal

Sommario: “... microorganisms. Artificial intelligence algorithms have played a significant role in the ease of identifying...”
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T-SYNTH: A Knowledge-Based Dataset of Synthetic Breast Images di Wiedeman, Christopher, Sarmakeeva, Anastasiia, Sizikova, Elena, Filienko, Daniil, Lago, Miguel, Delfino, Jana G., Badano, Aldo

Sommario: “...One of the key impediments for developing and assessing robust medical imaging algorithms...”
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Denoising radio pulses from air showers using machine-learning methods di Benoit-Lévy, Aurélien, Lai, Zhisen, Macias, Oscar, Ferrière, Arsène

Sommario: “... supervised convolutional network known as an encoder-decoder. This network is used to learn a coded...”
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Continuous variable quantum communication with 40 pairs of entangled sideband di Liu, Xuan, Shi, Shaoping, Wu, Yimiao, Wang, Xuan, Tian, Long, Li, Wei, Wang, Yajun, Zheng, Yaohui

Sommario: “... and the local cross-correlation algorithm, we model and manage the efficient separation process of the entangled...”
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Extremal Testing for Network Software using LLMs di Singha, Rathin, Qian, Harry, Saikrishnan, Srinath, Zhao, Tracy, Beckett, Ryan, Kakarla, Siva Kesava Reddy, Varghese, George

Sommario: “... software such as shortest path algorithms, and how LLMs can generate filtering code to reject extremal...”
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Deep Language Geometry: Constructing a Metric Space from LLM Weights di Shamrai, Maksym, Hamolia, Vladyslav

Sommario: “... representations by computing weight importance scores via an adapted pruning algorithm. Our approach captures...”
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Bridging the Gap Between Theoretical and Practical Reinforcement Learning in Undergraduate Education di Atif, Muhammad Ahmed, Shaikh, Mohammad Shahid

Sommario: “... foundations of the subject and the need for hands-on algorithmic practice, the proposed approach integrates...”
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A 200-Line Python Micro-Benchmark Suite for NISQ Circuit Compilers di Merilehto, Juhani

Sommario: “... circuits (3 to 8 qubits) implementing fundamental quantum algorithms and supports Qiskit, tket, Cirq...”
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Annotation-Efficient Active Test-Time Adaptation with Conformal Prediction di Shi, Tingyu, Lyu, Fan, Peng, Shaoliang

Sommario: “... algorithm driven by pseudo coverage, a domain-shift detector that adapts human supervision, and a staged...”
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Block-Encoding Tensor Networks and QUBO Embeddings di Issel, Sebastian

Sommario: “...We give an algorithm that converts any tensor network (TN) into a sequence of local unitaries whose...”
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On knot detection via picture recognition di Dranowski, Anne, Kabkov, Yura, Tubbenhauer, Daniel

Sommario: “...) and traditional algorithms (to compute quantum invariants like the Jones polynomial). We present simple baselines...”
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