Search Results - encoding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR algorithmsssics))

Automated mapping of virtual environments with visual predictive coding by Gornet, James, Thomson, Matthew

Table of Contents: “… access to a system of explicit coordinates or distance measurements. While machine learning algorithms…”
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Robust Clustering using Hyperdimensional Computing by Ge, Lulu, Parhi, Keshab K.

Table of Contents: “…, we assign the initial cluster hypervectors by exploring the similarity of the encoded data, referred…”
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Worst-Case Convergence Time of ML Algorithms via Extreme Value Theory by Tizpaz-Niari, Saeid, Sankaranarayanan, Sriram

Table of Contents: “… of machine learning algorithms. Timing is a critical non-functional property of ML systems, and providing…”
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Extraction of In-Phase and Quadrature Components by Time-Encoding Sampling by Shao, Y. H., Chen, S. Y., Yang, H. Z., Xi, F., Hong, H., Liu, Z.

Table of Contents: “…Time encoding machine (TEM) is a biologically-inspired scheme to perform signal sampling using…”
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Quantum-Inspired Fluid Simulation of 2D Turbulence with GPU Acceleration by Hölscher, Leonhard, Rao, Pooja, Müller, Lukas, Klepsch, Johannes, Luckow, Andre, Stollenwerk, Tobias, Wilhelm, Frank K.

Table of Contents: “…Tensor network algorithms can efficiently simulate complex quantum many-body systems by utilizing…”
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Random Permutation Codes: Lossless Source Coding of Non-Sequential Data by Severo, Daniel

Table of Contents: “…, from both an algorithmic and information-theoretic perspective. Lossless compression algorithms…”
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Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer by Zhang, Haoyu, Ramachandra, Raghavendra, Raja, Kiran, Busch, Christoph

Table of Contents: “… generalized single-image-based MAD (S-MAD) algorithm by learning the encoding from Vision Transformer (ViT…”
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Performance Evaluation of Efficient Hybrid Compression Methods For Devanagiri-Encoded Hindi Text Using Lossless Algorithms by Sahu, Mukesh, Panda, Jeebananda

Table of Contents: “… compression algorithms-LZMA, Zstd, Brotli, Bzip2, and LZ4HC-alongside sixty hybrid combinations on UTF-8…”
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Constant-Factor Improvements in Quantum Algorithms for Linear Differential Equations by Pocrnic, Matthew, Johnson, Peter D., Katabarwa, Amara, Wiebe, Nathan

Table of Contents: “…) algorithm. Our bounds are formulated as the number of queries to a unitary $U_A$ that block encodes…”
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Quantum Singular Value Transformation for Solving the Time-Dependent Maxwell's Equations by Shaviner, Gal G., Chen, Ziv, Frankel, Steven H.

Table of Contents: “… Singular Value Transformation (QSVT). The algorithm uses block-encoding of $A$ and applies an 21st-degree…”
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Longest Unbordered Factors on Run-Length Encoded Strings by Sekizaki, Shoma, Mieno, Takuya

Table of Contents: “… subquadratic and near-linear time algorithms for this problem, the best known worst-case time complexity…”
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STAB: Specification-driven Testing for Algorithmic Bottlenecks by Lim, Soohan, Hahn, Joonghyuk, Jin, Hyundong, Han, Yo-Sub

Table of Contents: “…Evaluating the efficiency of algorithmic code requires test cases that expose runtime bottlenecks…”
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Network Learning with Directional Sign Patterns by Dong, Anqi, Chen, Can, Georgiou, Tryphon T.

Table of Contents: “…Complex systems can be effectively modeled via graphs that encode networked interactions, where…”
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Invariant neuromorphic representations of tactile stimuli improve robustness of a real-time texture classification system by Iskarous, Mark M., Chaudhry, Zan, Li, Fangjie, Bello, Samuel, Sankar, Sriramana, Slepyan, Ariel, Chugh, Natasha, Hunt, Christopher L., Greene, Rebecca J., Thakor, Nitish V.

Table of Contents: “… developed algorithms to create neuron-like (neuromorphic) spiking representations of texture…”
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Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems by Ghalkha, Abdulmomen, Tian, Zhuojun, Issaid, Chaouki Ben, Bennis, Mehdi

Table of Contents: “… (FL) algorithms typically consider unimodal datasets, require identical model architectures, and fail…”
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Large-Scale Model Enabled Semantic Communication Based on Robust Knowledge Distillation by Ding, Kuiyuan, Guo, Caili, Yang, Yang, Du, Zhongtian, Saad, Walid

Table of Contents: “… differentiable architecture search (KDL-DARTS) algorithm is proposed. This algorithm integrates knowledge…”
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Efficient Quantum State Preparation with Bucket Brigade QRAM by Berti, Alessandro, Ghisoni, Francesco

Table of Contents: “… algorithms. The cost of this step can significantly limit the realization of quantum advantage in domains…”
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Learning distributed representations with efficient SoftMax normalization by Dall'Amico, Lorenzo, Belliardo, Enrico Maria

Table of Contents: “…Learning distributed representations, or embeddings, that encode the relational similarity patterns…”
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Provably Cost-Sensitive Adversarial Defense via Randomized Smoothing by Xin, Yuan, Chen, Dingfan, Backes, Michael, Zhang, Xiao

Table of Contents: “… is encoded in a cost matrix. Our solution introduces a provably robust learning algorithm to certify…”
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Unified Framework for Complex Graph-Data: Introducing the Hybrid Layered Network Model by Chatterjee, Shraban Kumar, Kundu, Suman

Table of Contents: “… of all HLNs depicting the model's generalizability. The proposed HLN is more efficient in encoding…”
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