Suchergebnisse - (decoding OR coding) (algorithmsssic OR algorithm)

Faster Predictive Coding Networks via Better Initialization von Pinchetti, Luca, Frieder, Simon, Lukasiewicz, Thomas, Salvatori, Tommaso

Inhaltsangabe: “… Research aimed at scaling up neuroscience inspired learning algorithms for neural networks …”
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MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding von Raghavan, Siddeshwar, Mallick, Tanwi

Inhaltsangabe: “… scientific coding tasks. Unlike general-purpose coding, scientific workflows require algorithms …”
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Mathematical Foundation and Corrections for Full Range Head Pose Estimation von Hu, Huei-Chung, Wu, Xuyang, Wang, Yuan, Fang, Yi, Wu, Hsin-Tai

Inhaltsangabe: “… , pitch from provided code. This paper presents (1) code and algorithms for inferring coordinate system …”
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Seismic inversion using hybrid quantum neural networks von Vashisth, Divakar, Sharma, Rohan, Iyer, Tejas Ganesh, Mukerji, Tapan, Sen, Mrinal K.

Inhaltsangabe: “… on our attempt to map one such classical physics-informed algorithm to a quantum framework. The primary …”
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A Link between Coding Theory and Cross-Validation with Applications von Pahikkala, Tapio, Movahedi, Parisa, Montoya, Ileana, Miikonen, Havu, Foldes, Stephan, Airola, Antti, Major, Laszlo

Inhaltsangabe: “… , for which a learning algorithm can achieve zero LPOCV error, equals the maximal number of code words in a …”
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Do AI Models Dream of Faster Code? An Empirical Study on LLM-Proposed Performance Improvements in Real-World Software von Yi, Lirong, Gay, Gregory, Leitner, Philipp

Inhaltsangabe: “… Large Language Models (LLMs) can generate code, but can they generate fast code for complex, real …”
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Can LLMs Compress (and Decompress)? Evaluating Code Understanding and Execution via Invertibility von Maveli, Nickil, Vergari, Antonio, Cohen, Shay B.

Inhaltsangabe: “… LLMs demonstrate strong performance on code benchmarks, yet consistent reasoning across forward …”
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XRDSLAM: A Flexible and Modular Framework for Deep Learning based SLAM von Wang, Xiaomeng, Wang, Nan, Zhang, Guofeng

Inhaltsangabe: “… In this paper, we propose a flexible SLAM framework, XRDSLAM. It adopts a modular code design and a …”
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From Heuristic Selection to Automated Algorithm Design: LLMs Benefit from Strong Priors von Huang, Qi, Ye, Furong, Shahane, Ananta, Bäck, Thomas, van Stein, Niki

Inhaltsangabe: “… of the prompts to LLM-generated algorithmic codes, we show that providing high-quality algorithmic code examples …”
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Code Generation for a Variety of Accelerators for a Graph DSL von Kumar, Ashwina, Krishna, M. Venkata, Bartakke, Prasanna, Kumar, Rahul, M, Rajesh Pandian, Behera, Nibedita, Nasre, Rupesh

Inhaltsangabe: “… , and generate parallel code for different accelerators from the same algorithmic specification. In particular …”
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On Annotation-free Optimization of Video Coding for Machines von Windsheimer, Marc, Brand, Fabian, Kaup, André

Inhaltsangabe: “… by computer vision algorithms. However, current coding standards are optimized for human perception. Emerging …”
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Accelerating radio astronomy imaging with RICK von De Rubeis, Emanuele, Lacopo, Giovanni, Gheller, Claudio, Tornatore, Luca, Taffoni, Giuliano

Inhaltsangabe: “… This paper presents an implementation of radio astronomy imaging algorithms on modern High …”
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TCProF: Time-Complexity Prediction SSL Framework von Hahn, Joonghyuk, Ahn, Hyeseon, Kim, Jungin, Lim, Soohan, Han, Yo-Sub

Inhaltsangabe: “… execution. In reality, developers write algorithms into code snippets within limited resources, making …”
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Dorst-Smeulders Coding for Arbitrary Binary Words von De Luca, Alessandro, Fici, Gabriele

Inhaltsangabe: “… segments in the Euclidean plane. The Dorst-Smeulders coding, introduced in 1984, is a 4-tuple of integers …”
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Compilation of Modular and General Sparse Workspaces von Zhang, Genghan, Hsu, Olivia, Kjolstad, Fredrik

Inhaltsangabe: “… workspace tensors. We present an algorithm template for workspace insertion that is the backbone of our code …”
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Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding von Zhang, Kexun, Chen, Hongqiao, Li, Lei, Wang, William

Inhaltsangabe: “… decoding, we propose TOOLDEC, a decoding algorithm using finite state machines to force LLMs to follow tool …”
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Front-end Replication Dynamic Window (FRDW) for Online Motor Imagery Classification von Chen, X., An, J., Wu, H., Li, S., Liu, B., Wu, D.

Inhaltsangabe: “… interfaces (BCIs). Online accurate and fast decoding is very important to its successful applications …”
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Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies von Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Jain, Gaurav, Pereg, Oren, Wasserblat, Moshe, Harel, David

Inhaltsangabe: “… . Speculative decoding (SD) methods offer substantial efficiency gains by generating multiple tokens using a …”
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Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces von Wu, Dongrui

Inhaltsangabe: “… the decoding algorithm for each new subject, which is time-consuming and user-unfriendly, hindering their real …”
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ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations von Pham, Quang Hieu, Nguyen, Thuy Duong, Pham, Tung, Luu, Anh Tuan, Nguyen, Dat Quoc

Inhaltsangabe: “… , with two test-time scaling decoding algorithms, Beam Search and Chain-of-Thought decoding. Additionally, we …”
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