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

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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Recurrent neural networks implemented through spatiotemporal light propagation in optical fibers by Eşlik, Dilem, Kesgin, Bahadır Utku, Teğin, Uğur

Table of Contents: “… recurrent computation through passive light propagation. Video frames are encoded onto separate optical…”
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Hypernetwork-based approach for grid-independent functional data clustering by Thatipelli, Anirudh, Siahkoohi, Ali

Table of Contents: “… -- at arbitrary resolution and on arbitrary grids -- into a fixed-dimensional vector space via an auto-encoding…”
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Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches by Kim, Junghoon, Kim, Taejoon, Das, Anindya Bijoy, Hosseinalipour, Seyyedali, Love, David J., Brinton, Christopher G.

Table of Contents: “… reliability. We then propose an efficient algorithm for joint encoder/decoder design. For learning-based…”
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Towards agricultural autonomy: crop row detection under varying field conditions using deep learning by de Silva, Rajitha, Cielniak, Grzegorz, Gao, Junfeng

Table of Contents: “… convolutional encoder decoder network is implemented to predict crop row masks using RGB input images…”
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Energy Landscape Structure of Small Graph Isomorphism Under Variational Optimization by Chatterjee, Turbasu, Mohtashim, Shah Ishmam, Kundu, Akash

Table of Contents: “… in variational energies, indicating that the Hamiltonian successfully encodes structural features. However, we…”
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Image-to-Image Translation with Disentangled Latent Vectors for Face Editing by Dalva, Yusuf, Pehlivan, Hamza, Moran, Cansu, Hatipoğlu, Öykü Irmak, Dündar, Ayşegül

Table of Contents: “… an encoder-decoder architecture with attention-based skip connections. We extensively compare with previous…”
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