Search Results - encoding ((algorithmssicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

Non-Random Data Encodes its Geometric and Topological Dimensions by Zenil, Hector, Abrahão, Felipe S., Ozelim, Luan C. S. M.

Table of Contents: “… signal is proven to be agnostic vis-à-vis the encoding-decoding scheme, computation model, programming…”
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A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection by Korban, Matthew, Youngs, Peter, Acton, Scott T.

Table of Contents: “… semantics in video frames utilizing the motion-aware 2D positional encoding algorithm. Such a motion-aware…”
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UIO-LLMs: Unbiased Incremental Optimization for Long-Context LLMs by Li, Wenhao, Lin, Mingbao, Zhong, Yunshan, Yan, Shuicheng, Ji, Rongrong

Table of Contents: “… transformers under long-context settings. We initially conceptualize the process as a streamlined encoder…”
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Quantum Convolutional Neural Networks are Effectively Classically Simulable by Bermejo, Pablo, Braccia, Paolo, Rudolph, Manuel S., Holmes, Zoë, Cincio, Lukasz, Cerezo, M.

Table of Contents: “… randomly initialized, they can only operate on the information encoded in low-bodyness measurements…”
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Benchmarking the performance of a high-Q cavity qudit using random unitaries by Bornman, Nicholas, Roy, Tanay, Job, Joshua A., Anand, Namit, Perdue, Gabriel N., Zorzetti, Silvia, Alam, M. Sohaib

Table of Contents: “…High-coherence cavity resonators are excellent resources for encoding quantum information in higher…”
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Dissipation-driven quantum generative adversarial networks by Wang, He, Wang, Jin

Table of Contents: “… beyond classical algorithms. Concurrently, research indicates that dissipation can serve as an effective…”
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A Simple Image Segmentation Framework via In-Context Examples by Liu, Yang, Jing, Chenchen, Li, Hengtao, Zhu, Muzhi, Chen, Hao, Wang, Xinlong, Shen, Chunhua

Table of Contents: “… Segmentation framework utilizing in-context examples. Our approach leverages a Transformer encoder-decoder…”
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InstantIR: Blind Image Restoration with Instant Generative Reference by Huang, Jen-Yuan, Wang, Haofan, Wang, Qixun, Bai, Xu, Ai, Hao, Xing, Peng, Huang, Jen-Tse

Table of Contents: “… inference. We first extract a compact representation of the input via a pre-trained vision encoder. At each…”
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EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization by Cheon, Mujin, Lee, Jay H., Koh, Dong-Yeun, Tsay, Calvin

Table of Contents: “…To avoid myopic behavior, multi-step lookahead Bayesian optimization (BO) algorithms consider…”
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YUNet: Improved YOLOv11 Network for Skyline Detection by Yang, Gang, Wang, Miao, Zhou, Quan, Li, Jiangchuan

Table of Contents: “… proposed the YUNet algorithm, which improved the YOLOv11 architecture to segment the sky region and extract…”
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FeatSharp: Your Vision Model Features, Sharper by Ranzinger, Mike, Heinrich, Greg, Molchanov, Pavlo, Kautz, Jan, Catanzaro, Bryan, Tao, Andrew

Table of Contents: “…The feature maps of vision encoders are fundamental to myriad modern AI tasks, ranging from core…”
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How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation by Zyblewski, Paweł, Wojciechowski, Szymon

Table of Contents: “… of multi-dimensional encoding methods is still low, and the scope of research on existing modality encoding…”
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Generalized Parameter Lifting: Finer Abstractions for Parametric Markov Chains by Heck, Linus, Quatmann, Tim, Spel, Jip, Katoen, Joost-Pieter, Junges, Sebastian

Table of Contents: “…Parametric Markov chains (pMCs) are Markov chains (MCs) with symbolic probabilities. A pMC encodes…”
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A Quantum-Inspired Algorithm for Wave Simulation Using Tensor Networks by Lively, Kevin, Pagni, Vittorio, Camacho, Gonzalo

Table of Contents: “…We present an efficient classical algorithm based on the construction of a unitary quantum circuit…”
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Pre-trained Prompt-driven Semi-supervised Local Community Detection by Ni, Li, Xu, Hengkai, Mu, Lin, Zhang, Yiwen, Luo, Wenjian

Table of Contents: “… algorithms. Therefore, we apply the "pre-train, prompt" paradigm to semi-supervised local community detection…”
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Graph Learning Metallic Glass Discovery from Wikipedia by Ouyang, K. -C., Zhang, S. -Y., Liu, S. -L., Tian, J., Li, Y. -H., Tong, H., Bai, H. -Y., Wang, W. -H., Hu, Y. -C.

Table of Contents: “… design. Due to data scarcity and immature material encoding, the conventional tabular data is usually…”
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Prediction is not Explanation: Revisiting the Explanatory Capacity of Mapping Embeddings by Herasimchyk, Hanna, Abdelhalim, Alhassan, Laue, Sören, Regneri, Michaela

Table of Contents: “…Understanding what knowledge is implicitly encoded in deep learning models is essential…”
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A Collisional Model Approach to Quantum Phase Sensitivity by Mousavigharalari, S. Elham, Türkpençe, Deniz

Table of Contents: “…We investigate how relative phase information, encoded by a single qubit $H\,φ\,H$ gate sequence…”
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Universal initial state preparation for first quantized quantum simulations by Baker, Jack S., Saxena, Gaurav, Kyaw, Thi Ha

Table of Contents: “… prepare an encoded superposition of Schur labels via a block-encoded linear combination of unitaries…”
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Geometry and universal scaling of Pareto-optimal signal compression by Berx, Jonas

Table of Contents: “… between $Z$ and $Y$ under a constraint on fixed encoding cost of $Z$ reveals Pareto-optimal trade-offs…”
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