Risultati della ricerca - encoding ((algorithmsssicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

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

Sommario: “... access to a system of explicit coordinates or distance measurements. While machine learning algorithms...”
Testo

Robust Clustering using Hyperdimensional Computing di Ge, Lulu, Parhi, Keshab K.

Sommario: “..., we assign the initial cluster hypervectors by exploring the similarity of the encoded data, referred...”
Testo

Worst-Case Convergence Time of ML Algorithms via Extreme Value Theory di Tizpaz-Niari, Saeid, Sankaranarayanan, Sriram

Sommario: “... of machine learning algorithms. Timing is a critical non-functional property of ML systems, and providing...”
Testo

Extraction of In-Phase and Quadrature Components by Time-Encoding Sampling di Shao, Y. H., Chen, S. Y., Yang, H. Z., Xi, F., Hong, H., Liu, Z.

Sommario: “...Time encoding machine (TEM) is a biologically-inspired scheme to perform signal sampling using...”
Testo

Quantum-Inspired Fluid Simulation of 2D Turbulence with GPU Acceleration di Hölscher, Leonhard, Rao, Pooja, Müller, Lukas, Klepsch, Johannes, Luckow, Andre, Stollenwerk, Tobias, Wilhelm, Frank K.

Sommario: “...Tensor network algorithms can efficiently simulate complex quantum many-body systems by utilizing...”
Testo

Random Permutation Codes: Lossless Source Coding of Non-Sequential Data di Severo, Daniel

Sommario: “..., from both an algorithmic and information-theoretic perspective. Lossless compression algorithms...”
Testo

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer di Zhang, Haoyu, Ramachandra, Raghavendra, Raja, Kiran, Busch, Christoph

Sommario: “... generalized single-image-based MAD (S-MAD) algorithm by learning the encoding from Vision Transformer (ViT...”
Testo

Performance Evaluation of Efficient Hybrid Compression Methods For Devanagiri-Encoded Hindi Text Using Lossless Algorithms di Sahu, Mukesh, Panda, Jeebananda

Sommario: “... compression algorithms-LZMA, Zstd, Brotli, Bzip2, and LZ4HC-alongside sixty hybrid combinations on UTF-8...”
Testo

Constant-Factor Improvements in Quantum Algorithms for Linear Differential Equations di Pocrnic, Matthew, Johnson, Peter D., Katabarwa, Amara, Wiebe, Nathan

Sommario: “...) algorithm. Our bounds are formulated as the number of queries to a unitary $U_A$ that block encodes...”
Testo

Quantum Singular Value Transformation for Solving the Time-Dependent Maxwell's Equations di Shaviner, Gal G., Chen, Ziv, Frankel, Steven H.

Sommario: “... Singular Value Transformation (QSVT). The algorithm uses block-encoding of $A$ and applies an 21st-degree...”
Testo

Longest Unbordered Factors on Run-Length Encoded Strings di Sekizaki, Shoma, Mieno, Takuya

Sommario: “... subquadratic and near-linear time algorithms for this problem, the best known worst-case time complexity...”
Testo

STAB: Specification-driven Testing for Algorithmic Bottlenecks di Lim, Soohan, Hahn, Joonghyuk, Jin, Hyundong, Han, Yo-Sub

Sommario: “...Evaluating the efficiency of algorithmic code requires test cases that expose runtime bottlenecks...”
Testo

Network Learning with Directional Sign Patterns di Dong, Anqi, Chen, Can, Georgiou, Tryphon T.

Sommario: “...Complex systems can be effectively modeled via graphs that encode networked interactions, where...”
Testo

Invariant neuromorphic representations of tactile stimuli improve robustness of a real-time texture classification system di Iskarous, Mark M., Chaudhry, Zan, Li, Fangjie, Bello, Samuel, Sankar, Sriramana, Slepyan, Ariel, Chugh, Natasha, Hunt, Christopher L., Greene, Rebecca J., Thakor, Nitish V.

Sommario: “... developed algorithms to create neuron-like (neuromorphic) spiking representations of texture...”
Testo

Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems di Ghalkha, Abdulmomen, Tian, Zhuojun, Issaid, Chaouki Ben, Bennis, Mehdi

Sommario: “... (FL) algorithms typically consider unimodal datasets, require identical model architectures, and fail...”
Testo

Large-Scale Model Enabled Semantic Communication Based on Robust Knowledge Distillation di Ding, Kuiyuan, Guo, Caili, Yang, Yang, Du, Zhongtian, Saad, Walid

Sommario: “... differentiable architecture search (KDL-DARTS) algorithm is proposed. This algorithm integrates knowledge...”
Testo

Efficient Quantum State Preparation with Bucket Brigade QRAM di Berti, Alessandro, Ghisoni, Francesco

Sommario: “... algorithms. The cost of this step can significantly limit the realization of quantum advantage in domains...”
Testo

Learning distributed representations with efficient SoftMax normalization di Dall'Amico, Lorenzo, Belliardo, Enrico Maria

Sommario: “...Learning distributed representations, or embeddings, that encode the relational similarity patterns...”
Testo

Provably Cost-Sensitive Adversarial Defense via Randomized Smoothing di Xin, Yuan, Chen, Dingfan, Backes, Michael, Zhang, Xiao

Sommario: “... is encoded in a cost matrix. Our solution introduces a provably robust learning algorithm to certify...”
Testo

Unified Framework for Complex Graph-Data: Introducing the Hybrid Layered Network Model di Chatterjee, Shraban Kumar, Kundu, Suman

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