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

Dynamic Parameter Scheduling in Soft-Hard BPGD for Lossy Source Coding di Alinia, Masoumeh, Mitchell, David G. M.

Sommario: “...We investigate lossy source coding based on a soft-decision belief propagation guided decimation...”
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On the Quantization Robustness of Diffusion Language Models in Coding Benchmarks di Gupta, Aarav, Deshpande, Gururaj, Chakraborty, Chandreyi

Sommario: “... Hessian-Aware Quantization (HAWQ) algorithm, on a diffusion-based coding LLM (CoDA) and observe...”
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Comparing LLM and Fine-Tuned Model Performance on NVDRS Circumstance Extraction with Varying Prompt Complexity di Martin, Geoffrey, Feng, Xuan Zhong, Peng, Yifan

Sommario: “...'' algorithm that analyzes coding manual structure to predict when detailed prompts with full coding guidelines...”
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Implicit Binarization via Complex Phase Dynamics in Combinatorial Optimization di Cohen, Khen, Glass, Mark, Feder, Meir, Oz, Yaron

Sommario: “... Optimization (QUBO), binary sparse coding, and planted-solution Ising models. By parameterizing discrete binary...”
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Correcting Bursty/Localized Deletions: A New Error-Position-Estimation Code di Ye, Zuo, Sun, Yubo, Ge, Gennian

Sommario: “... interest in recent years. One of the primary objectives is to construct codes with minimal redundancy...”
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An Empirical Study of Self-Admitted Technical Debt in Machine Learning Software di Bhatia, Aaditya, Khomh, Foutse, Adams, Bram, Hassan, Ahmed E

Sommario: “... developers to harness state-of-the-art ML algorithms with minimal overhead. However, during this accelerated...”
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Accurate Explanation Model for Image Classifiers using Class Association Embedding di Xie, Ruitao, Chen, Jingbang, Jiang, Limai, Xiao, Rui, Pan, Yi, Cai, Yunpeng

Sommario: “... and individual codes. Recombining the individual code of a given sample with altered class-associated code leads...”
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FuncEvalGMN: Evaluating Functional Correctness of SQL via Graph Matching Network di Zhan, Yi, Sun, Yang, Weng, Han, Cui, Longjie, Wang, Guifeng, Xie, Jiajun, Tian, Yu, Yin, Xiaoming, Liu, Boyi, Huang, Dongchi

Sommario: “... of SQL generation. Conventional metrics for assessing SQL code generation, such as matching-based...”
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Register Aggregation for Hardware Decompilation di Rao, Varun, Sisco, Zachary D.

Sommario: “..., or netlist, back up to hardware description language (HDL) code. Existing techniques decompile data-oriented...”
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BinSimDB: Benchmark Dataset Construction for Fine-Grained Binary Code Similarity Analysis di Zuo, Fei, Tompkins, Cody, Zeng, Qiang, Luo, Lannan, Choe, Yung Ryn, Rhee, Junghwan

Sommario: “... for binary code similarity analysis remains precious and scarce. Moreover, previous work has primarily...”
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CodeImprove: Program Adaptation for Deep Code Models di Rathnasuriya, Ravishka, Zhao, Zijie, Yang, Wei

Sommario: “...Leveraging deep learning (DL)-based code analysis tools to solve software engineering tasks...”
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Code-switching Speech Recognition Under the Lens: Model- and Data-Centric Perspectives di Liu, Hexin, Zhang, Haoyang, Zhang, Qiquan, Zhang, Xiangyu, Shi, Dongyuan, Chng, Eng Siong, Li, Haizhou

Sommario: “... code-switching data further compounds these challenges. In this paper, we systematically analyze CS-ASR...”
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Communication-Efficient Approximate Gradient Coding di Munim, Sifat, Ramamoorthy, Aditya

Sommario: “... parameter server (PS) and multiple workers. Gradient coding is a technique that makes the learning process...”
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Synthesis and Optimization of Encoding Circuits for Fault-Tolerant Quantum Computation di Peham, Tom, Steinberg, Matthew, Wille, Robert, Heußen, Sascha

Sommario: “... codes. We formulate encoder synthesis as a search over stabilizer tableaus and introduce greedy...”
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How Many Code and Test Cases Are Enough? Evaluating Test Cases Generation from a Binary-Matrix Perspective di Luo, Xianzhen, Huang, Jinyang, Zheng, Wenzhen, Zhu, Qingfu, Xu, Mingzheng, Xu, Yiheng, Fan, Yuantao, Che, Wanxiang

Sommario: “... approximation algorithm to select maximally diverse wrong codes. Applying this framework to millions...”
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Benchmarking PhD-Level Coding in 3D Geometric Computer Vision di Li, Wenyi, Luo, Renkai, Yu, Yue, Gao, Huan-ang, Gao, Mingju, Yuan, Li, Fu, Chaoyou, Zhao, Hao

Sommario: “...AI-assisted coding has rapidly reshaped software practice and research workflows, yet today...”
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Efficient Routing of Quantum LDPC Codes on Programmable 2D Toric Architectures di Liu, Kun, Tsunoda, Takahiro, Xue, Sophia H., McKinney, Evan, Zhou, Zeyuan, Xu, Shifan, Schoelkopf, Robert J., Ding, Yongshan

Sommario: “..., our qubit layout and routing algorithm utilize symmetries of the codes and enable maximum parallelism...”
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HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark di Li, Chaojian, Yu, Zhongzhi, Fu, Yonggan, Zhang, Yongan, Zhao, Yang, You, Haoran, Yu, Qixuan, Wang, Yue, Lin, Yingyan Celine

Sommario: “...-disciplinary knowledge in the algorithm, micro-architecture, and device-specific compilation. First...”
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Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings di Hammouamri, Ilyass, Khalfaoui-Hassani, Ismail, Masquelier, Timothée

Sommario: “... the expressivity in SNNs. Yet, efficient algorithms to learn these delays have been lacking. Here, we propose a new...”
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Large Language Models to Identify Social Determinants of Health in Electronic Health Records di Guevara, Marco, Chen, Shan, Thomas, Spencer, Chaunzwa, Tafadzwa L., Franco, Idalid, Kann, Benjamin, Moningi, Shalini, Qian, Jack, Goldstein, Madeleine, Harper, Susan, Aerts, Hugo JWL, Savova, Guergana K., Mak, Raymond H., Bitterman, Danielle S.

Sommario: “... and assessed for algorithmic bias. Our best-performing models were fine-tuned Flan-T5 XL (macro-F1 0.71...”
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