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7921
Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning
Publicado 2023Tabla de Contenidos: “… simply be the behavior policy. We show that offline RL algorithms that learn such calibrated value…”
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7922
Partially Fault-tolerant Quantum Computing Architecture with Error-corrected Clifford Gates and Space-time Efficient Analog Rotations
Publicado 2023Tabla de Contenidos: “… (FTQC) based on the quantum error correction (QEC) code remains far beyond realization due to its…”
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7923
Collaborative Multi-Object Tracking with Conformal Uncertainty Propagation
Publicado 2023Tabla de Contenidos: “… collaborative object detectors and baseline MOT algorithms. We evaluate MOT-CUP on V2X-Sim, a comprehensive…”
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7924
HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices
Publicado 2023Tabla de Contenidos: “… model, iii) a scheduling algorithm for executing 3D models on the generated hardware, iv) a resource…”
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7925
SCART: Simulation of Cyber Attacks for Real-Time
Publicado 2023Tabla de Contenidos: “… algorithms. These advancements hold the potential to significantly enhance anomaly detection in real-time…”
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7926
Language-Conditioned Imitation Learning with Base Skill Priors under Unstructured Data
Publicado 2023Tabla de Contenidos: “… skill priors and imitation learning under unstructured data to enhance the algorithm's generalization…”
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7927
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration
Publicado 2023Tabla de Contenidos: “… algorithms across a variety of tasks within MiniGrid, DeepMind Control Suite, and Meta-World benchmarks…”
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7928
A nonparametrically corrected likelihood for Bayesian spectral analysis of multivariate time series
Publicado 2023Tabla de Contenidos: “… series representation of this prior is then used to develop a Markov chain Monte Carlo algorithm…”
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7929
JARVIS-Leaderboard: A Large Scale Benchmark of Materials Design Methods
Publicado 2023Tabla de Contenidos: “… in the form of dataset, code, and meta-data submissions. We cover the following materials design categories…”
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7930
The NANOGrav 15-year Gravitational-Wave Background Methods
Publicado 2023Tabla de Contenidos: “…-wave background analyses and their corresponding code representations. Descriptions of the internal…”
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7931
STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction
Publicado 2023Tabla de Contenidos: “… provide a systematic review of graph learning strategies and commonly used graph convolution algorithms…”
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7932
A Strong Baseline for Point Cloud Registration via Direct Superpoints Matching
Publicado 2023Tabla de Contenidos: “… as the first step, e.g., using the Sinkhorn algorithm. A RANSAC-like method is then usually adopted as a post…”
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7933
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets
Publicado 2023Tabla de Contenidos: “… outperforms state-of-the-art algorithms, with superior segmentation performance and a fixed model size…”
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7934
Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative Perception
Publicado 2023Tabla de Contenidos: “… algorithm called HPHA (historical prior hybrid attention), which integrates multi-scale attention and short…”
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7935
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks
Publicado 2023Tabla de Contenidos: “… objective alongside a modified CcGAN training algorithm. Empirical analysis on UTKFace and Steering Angle…”
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7936
Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition
Publicado 2023Tabla de Contenidos: “… algorithms declines sharply when training data suffers from heavy class imbalance. The imbalanced data…”
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7937
Augmenting Chest X-ray Datasets with Non-Expert Annotations
Publicado 2023Tabla de Contenidos: “…The advancement of machine learning algorithms in medical image analysis requires the expansion…”
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7938
CLRmatchNet: Enhancing Curved Lane Detection with Deep Matching Process
Publicado 2023Tabla de Contenidos: “… navigation. Modern algorithms rely on anchor-based detectors, which are then followed by a label-assignment…”
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7939
Multi-Resolution Active Learning of Fourier Neural Operators
Publicado 2023Tabla de Contenidos: “… multi-resolution FNO and use ensemble Monte-Carlo to develop an effective posterior inference algorithm…”
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7940
Light Schrödinger Bridge
Publicado 2023Tabla de Contenidos: “… algorithm in discrete optimal transport. We address this issue and propose a novel fast and simple SB solver…”
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