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1421
Knowledge-Aware Semantic Communication System Design and Data Allocation
Publicado 2022Tabla de Contenidos: “… are extracted and used for transmission. In this paper, we design an auto-encoder and auto-decoder that only…”
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1422
Expressive Quantum Supervised Machine Learning using Kerr-nonlinear Parametric Oscillators
Publicado 2023Tabla de Contenidos: “…Quantum machine learning with variational quantum algorithms (VQA) has been actively investigated…”
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1423
Greedy Poisson Rejection Sampling
Publicado 2023Tabla de Contenidos: “…One-shot channel simulation is a fundamental data compression problem concerned with encoding a…”
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1424
Geometric-Based Pruning Rules For Change Point Detection in Multiple Independent Time Series
Publicado 2023Tabla de Contenidos: “… of changes is proportional to data length, an inequality-based pruning rule encoded in the PELT algorithm…”
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1425
Vectorial phase retrieval in super-resolution polarization microscopy
Publicado 2023Tabla de Contenidos: “… and longitudinal position of each molecule is often encoded in the shape of the point spread function (PSF…”
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1426
Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets
Publicado 2024Tabla de Contenidos: “…Achieving successful variable bitrate compression with computationally simple algorithms from a…”
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1427
Verification of First-Order Methods for Parametric Quadratic Optimization
Publicado 2024Tabla de Contenidos: “…, or gradient steps). Our framework is highly modular because we encode a wide range of proximal algorithms…”
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1428
Employing Two-Dimensional Word Embedding for Difficult Tabular Data Stream Classification
Publicado 2024Tabla de Contenidos: “… in the difficult data stream classification task. SSTML encodes consecutive data chunks into an image…”
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1429
Provable Optimization for Adversarial Fair Self-supervised Contrastive Learning
Publicado 2024Tabla de Contenidos: “…This paper studies learning fair encoders in a self-supervised learning (SSL) setting, in which all…”
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1430
Learning to Steer Markovian Agents under Model Uncertainty
Publicado 2024Tabla de Contenidos: “… objective function to encode the desiderata of achieving a good steering outcome with reasonable cost…”
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1431
LLM Circuit Analyses Are Consistent Across Training and Scale
Publicado 2024Tabla de Contenidos: “… settings. Existing studies of mechanisms over time focus on encoder-only or toy models, which differ…”
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1432
Adaptive Learning for Quantum Linear Regression
Publicado 2024Tabla de Contenidos: “… machine learning problems, and several relevant algorithms have been adapted to run on these devices. In a…”
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1433
GroomCap: High-Fidelity Prior-Free Hair Capture
Publicado 2024Tabla de Contenidos: “… algorithms, we propose a neural implicit representation for hair volume that encodes high-resolution 3D…”
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1434
Trajectory Improvement and Reward Learning from Comparative Language Feedback
Publicado 2024Tabla de Contenidos: “… and to learn reward functions that encode human preferences. To achieve this goal, we learn a shared latent…”
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1435
Restoring Super-High Resolution GPS Mobility Data
Publicado 2024Tabla de Contenidos: “… with privacy preservation in mobility applications. The system integrates transformer-based encoder-decoder…”
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1436
Image Harmonization using Robust Restricted CDF Matching
Publicado 2024Tabla de Contenidos: “…Deployment of machine learning algorithms into real-world practice is still a difficult task. One…”
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1437
URDF+: An Enhanced URDF for Robots with Kinematic Loops
Publicado 2024Tabla de Contenidos: “…. Despite the existence of dynamics algorithms to deal with the effects of such loops, many modern…”
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1438
Learning to Hash for Recommendation: A Survey
Publicado 2024Tabla de Contenidos: “… as a promising solution to these issues by encoding high-dimensional data into compact hash codes. As a…”
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1439
Almost Optimal Synthesis of Reversible Function in Qudit Model
Publicado 2025Tabla de Contenidos: “…Quantum oracles are widely adopted in problems, like query oracle in Grover's algorithm, cipher…”
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1440
Enhancing Path Planning Performance through Image Representation Learning of High-Dimensional Configuration Spaces
Publicado 2025Tabla de Contenidos: “… algorithm. Our approach involves conditioning the WGAN-GP with a forward diffusion process in a continuous…”
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