Suchergebnisse - (coding OR encoding) (algorithm OR (algorithmics OR (algorithmssics OR algorithmssics)))

A comment on comparing optimization on D-Wave and IBM quantum processors von McGeoch, Catherine C., Chern, Kevin, Farré, Pau, King, Andrew K.

Inhaltsangabe: “… algorithm designed by Q-CTRL and executed on IBM gate-based quantum processing units (QPUs), claiming a …”
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FI-CBL: A Probabilistic Method for Concept-Based Learning with Expert Rules von Utkin, Lev V., Konstantinov, Andrei V., Kirpichenko, Stanislav R.

Inhaltsangabe: “… outperforms the concept bottleneck model in cases when the number of training data is small. The code …”
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Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models von Wang, Wei, Li, Qing

Inhaltsangabe: “… the leading approach for advancing natural language processing algorithms. Built on the Transformer …”
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High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates von Lu, Fred, Curtin, Ryan R., Raff, Edward, Ferraro, Francis, Holt, James

Inhaltsangabe: “… distributed algorithms with only a few distributed update steps needed, and similar or faster runtimes. Our …”
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Visual Multi-Object Tracking with Re-Identification and Occlusion Handling using Labeled Random Finite Sets von Van Ma, Linh, Nguyen, Tran Thien Dat, Shim, Changbeom, Kim, Du Yong, Ha, Namkoo, Jeon, Moongu

Inhaltsangabe: “… This paper proposes an online visual multi-object tracking (MOT) algorithm that resolves object …”
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CharED: Character-wise Ensemble Decoding for Large Language Models von Gu, Kevin, Tuecke, Eva, Katz, Dmitriy, Horesh, Raya, Alvarez-Melis, David, Yurochkin, Mikhail

Inhaltsangabe: “… consuming and computationally expensive. We therefore present an inference-time ensembling algorithm aimed …”
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Multi-robot maze exploration using an efficient cost-utility method von Linardakis, Manousos, Varlamis, Iraklis, Papadopoulos, Georgios Th.

Inhaltsangabe: “… with a new cost-utility algorithm designed for multiple agents, which combines the existing methodologies …”
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Exploring Quantum Active Learning for Materials Design and Discovery von Lourenço, Maicon Pierre, Zadeh-Haghighi, Hadi, Hostaš, Jiří, Naseri, Mosayeb, Gaur, Daya, Simon, Christoph, Salahub, Dennis R.

Inhaltsangabe: “… economy of data, to explore the use of quantum algorithms within the AL framework (QAL) as implemented …”
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Impact of Parallel Gating on Gate Fidelities in Linear, Square, and Star Arrays of Noisy Flip-Flop Qubits von De Michielis, Marco, Ferraro, Elena

Inhaltsangabe: “… Successfully implementing a quantum algorithm involves maintaining a low logical error rate …”
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Catalog-based pseudo-$C_\ell$s von Wolz, Kevin, Alonso, David, Nicola, Andrina

Inhaltsangabe: “… -- through a simple extension of the standard pseudo-$C_\ell$ algorithm. A key complication in this case …”
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Second-Order Forward-Mode Automatic Differentiation for Optimization von Cobb, Adam D., Baydin, Atılım Güneş, Pearlmutter, Barak A., Jha, Susmit

Inhaltsangabe: “… with the forward-mode stochastic gradient method, yields a second-order optimization algorithm that consists …”
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Find the Assembly Mistakes: Error Segmentation for Industrial Applications von Lehman, Dan, Schoonbeek, Tim J., Hung, Shao-Hsuan, Kustra, Jacek, de With, Peter H. N., van der Sommen, Fons

Inhaltsangabe: “… into the mechanisms of state-of-the-art change detection algorithms. The code and data generation pipeline …”
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Sparsity Meets Similarity: Leveraging Long-Tail Distribution for Dynamic Optimized Token Representation in Multimodal Large Language Models von Yu, Gaotong, Chen, Yi, Xu, Jian

Inhaltsangabe: “… dynamic pruning algorithm that identifies the inflection point in the visual CLS token similarity curve …”
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WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents von Pan, Leyi, Liu, Aiwei, Lu, Yijian, Gao, Zitian, Di, Yichen, Huang, Shiyu, Wen, Lijie, King, Irwin, Yu, Philip S.

Inhaltsangabe: “… Watermarking algorithms for large language models (LLMs) have attained high accuracy in detecting …”
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FIReStereo: Forest InfraRed Stereo Dataset for UAS Depth Perception in Visually Degraded Environments von Dhrafani, Devansh, Liu, Yifei, Jong, Andrew, Shin, Ukcheol, He, Yao, Harp, Tyler, Hu, Yaoyu, Oh, Jean, Scherer, Sebastian

Inhaltsangabe: “… , rain, and smoke. We benchmark representative stereo depth estimation algorithms, offering insights …”
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Switching Sampling Space of Model Predictive Path-Integral Controller to Balance Efficiency and Safety in 4WIDS Vehicle Navigation von Aoki, Mizuho, Honda, Kohei, Okuda, Hiroyuki, Suzuki, Tatsuya

Inhaltsangabe: “… Predictive Path Integral (MPPI) control algorithm to avoid collisions with obstacles of any shape and reach a …”
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On the Impact of Bounded Rationality in Strategic Data Gathering von Anand, Anju, Akyol, Emrah

Inhaltsangabe: “… algorithm. Finally, we provide our numerical results and the code to obtain them for research purposes …”
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Modeling Cosmic-Ray Transport: A CRPropa based stochastic differential equation solver von Merten, Lukas, Aerdker, Sophie

Inhaltsangabe: “… We present a new code that significantly extends CRPropa's capabilities to model the ensemble …”
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Pseudo-$C_\ell$s for spin-$s$ fields with component-wise weighting von Alonso, David

Inhaltsangabe: “… are derived and validated. The generalised algorithm is as computationally efficient as the standard approach …”
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Zero-Shot Offline Imitation Learning via Optimal Transport von Rupf, Thomas, Bagatella, Marco, Gürtler, Nico, Frey, Jonas, Martius, Georg

Inhaltsangabe: “… Zero-shot imitation learning algorithms hold the promise of reproducing unseen behavior from …”
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