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

Knowledge-Aware Semantic Communication System Design and Data Allocation by Kadam, Sachin, Kim, Dong In

Table of Contents: “… are extracted and used for transmission. In this paper, we design an auto-encoder and auto-decoder that only…”
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Expressive Quantum Supervised Machine Learning using Kerr-nonlinear Parametric Oscillators by Mori, Yuichiro, Nakaji, Kouhei, Matsuzaki, Yuichiro, Kawabata, Shiro

Table of Contents: “…Quantum machine learning with variational quantum algorithms (VQA) has been actively investigated…”
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Greedy Poisson Rejection Sampling by Flamich, Gergely

Table of Contents: “…One-shot channel simulation is a fundamental data compression problem concerned with encoding a…”
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Geometric-Based Pruning Rules For Change Point Detection in Multiple Independent Time Series by Pishchagina, Liudmila, Rigaill, Guillem, Runge, Vincent

Table of Contents: “… of changes is proportional to data length, an inequality-based pruning rule encoded in the PELT algorithm…”
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Vectorial phase retrieval in super-resolution polarization microscopy by Gutiérrez-Cuevas, Rodrigo, Alemán-Castañeda, Luis A., Herrera, Isael, Brasselet, Sophie, Alonso, Miguel A.

Table of Contents: “… and longitudinal position of each molecule is often encoded in the shape of the point spread function (PSF…”
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Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets by Kamisli, Fatih, Racape, Fabien, Choi, Hyomin

Table of Contents: “…Achieving successful variable bitrate compression with computationally simple algorithms from a…”
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Verification of First-Order Methods for Parametric Quadratic Optimization by Ranjan, Vinit, Stellato, Bartolomeo

Table of Contents: “…, or gradient steps). Our framework is highly modular because we encode a wide range of proximal algorithms…”
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Employing Two-Dimensional Word Embedding for Difficult Tabular Data Stream Classification by Zyblewski, Paweł

Table of Contents: “… in the difficult data stream classification task. SSTML encodes consecutive data chunks into an image…”
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Provable Optimization for Adversarial Fair Self-supervised Contrastive Learning by Qi, Qi, Hu, Quanqi, Lin, Qihang, Yang, Tianbao

Table of Contents: “…This paper studies learning fair encoders in a self-supervised learning (SSL) setting, in which all…”
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Learning to Steer Markovian Agents under Model Uncertainty by Huang, Jiawei, Thoma, Vinzenz, Shen, Zebang, Nax, Heinrich H., He, Niao

Table of Contents: “… objective function to encode the desiderata of achieving a good steering outcome with reasonable cost…”
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LLM Circuit Analyses Are Consistent Across Training and Scale by Tigges, Curt, Hanna, Michael, Yu, Qinan, Biderman, Stella

Table of Contents: “… settings. Existing studies of mechanisms over time focus on encoder-only or toy models, which differ…”
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Adaptive Learning for Quantum Linear Regression by Carugno, Costantino, Dacrema, Maurizio Ferrari, Cremonesi, Paolo

Table of Contents: “… machine learning problems, and several relevant algorithms have been adapted to run on these devices. In a…”
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GroomCap: High-Fidelity Prior-Free Hair Capture by Zhou, Yuxiao, Chai, Menglei, Wang, Daoye, Winberg, Sebastian, Wood, Erroll, Sarkar, Kripasindhu, Gross, Markus, Beeler, Thabo

Table of Contents: “… algorithms, we propose a neural implicit representation for hair volume that encodes high-resolution 3D…”
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Trajectory Improvement and Reward Learning from Comparative Language Feedback by Yang, Zhaojing, Jun, Miru, Tien, Jeremy, Russell, Stuart J., Dragan, Anca, Bıyık, Erdem

Table of Contents: “… and to learn reward functions that encode human preferences. To achieve this goal, we learn a shared latent…”
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Restoring Super-High Resolution GPS Mobility Data by Yonekura, Haruki, Ozeki, Ren, Rizk, Hamada, Yamaguchi, Hirozumi

Table of Contents: “… with privacy preservation in mobility applications. The system integrates transformer-based encoder-decoder…”
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Image Harmonization using Robust Restricted CDF Matching by Stoklasa, Roman

Table of Contents: “…Deployment of machine learning algorithms into real-world practice is still a difficult task. One…”
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URDF+: An Enhanced URDF for Robots with Kinematic Loops by Chignoli, Matthew, Slotine, Jean-Jacques, Wensing, Patrick M., Kim, Sangbae

Table of Contents: “…. Despite the existence of dynamics algorithms to deal with the effects of such loops, many modern…”
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Learning to Hash for Recommendation: A Survey by Luo, Fangyuan, Chen, Yankai, Wu, Jun, Li, Tong, Yu, Philip S., Liu, Xue

Table of Contents: “… as a promising solution to these issues by encoding high-dimensional data into compact hash codes. As a…”
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Almost Optimal Synthesis of Reversible Function in Qudit Model by Xu, Buji, Nie, Junhong, Sun, Xiaoming

Table of Contents: “…Quantum oracles are widely adopted in problems, like query oracle in Grover's algorithm, cipher…”
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Enhancing Path Planning Performance through Image Representation Learning of High-Dimensional Configuration Spaces by Jimenez, Jorge Ocampo, Suleiman, Wael

Table of Contents: “… algorithm. Our approach involves conditioning the WGAN-GP with a forward diffusion process in a continuous…”
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