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3161
SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores
Publicado 2023Tabla de Contenidos: “… and massively parallelized training and easy development of customized algorithms. Our evaluation shows that SRL…”
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Preprint -
3162
Reinforcement Learning and Data-Generation for Syntax-Guided Synthesis
Publicado 2023Tabla de Contenidos: “…Program synthesis is the task of automatically generating code based on a specification. In Syntax…”
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Preprint -
3163
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network
Publicado 2023Tabla de Contenidos: “… algorithms is limited by the difficulty of fully exploiting the potential of unlabeled data. To address…”
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3164
One-Time Compilation of Device-Level Instructions for Quantum Subroutines
Publicado 2023Tabla de Contenidos: “…, and variational algorithms. The control in these routines iteratively switches between the classical…”
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3165
High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net
Publicado 2023Tabla de Contenidos: “… the visual quality and readability of the digital copies. Different from the algorithms for natural shadow…”
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3166
Task-Aware Machine Unlearning and Its Application in Load Forecasting
Publicado 2023Tabla de Contenidos: “… completeness and model performance, a performance-aware algorithm is proposed by evaluating the sensitivity…”
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3167
OmniLRS: A Photorealistic Simulator for Lunar Robotics
Publicado 2023Tabla de Contenidos: “…Developing algorithms for extra-terrestrial robotic exploration has always been challenging. Along…”
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3168
MAD: Meta Adversarial Defense Benchmark
Publicado 2023Tabla de Contenidos: “… training (Meta-AT) algorithm as the baseline, which features high robustness to unseen adversarial attacks…”
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3169
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
Publicado 2023Tabla de Contenidos: “… algorithm for approximating the continuous Entropic OT (EOT) barycenter for arbitrary OT cost functions. Our…”
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3170
TREVR2: Illuminating fast $N\log_2\,N$ radiative transfer
Publicado 2023Tabla de Contenidos: “…We present TREVR2 (Tree-based REVerse Ray Tracing 2), a fast, general algorithm for computing…”
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3171
Multi-Scale 3D Gaussian Splatting for Anti-Aliased Rendering
Publicado 2023Tabla de Contenidos: “… these issues, we propose a multi-scale 3D Gaussian splatting algorithm, which maintains Gaussians at different…”
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3172
Contact Energy Based Hindsight Experience Prioritization
Publicado 2023Tabla de Contenidos: “… (RL) algorithms due to the inefficiency in collecting successful experiences. Recent algorithms…”
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3173
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition
Publicado 2024Tabla de Contenidos: “… interaction. Over the past few decades, researchers have proposed a series of algorithms and achieved…”
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3174
OkayPlan: Obstacle Kinematics Augmented Dynamic Real-time Path Planning via Particle Swarm Optimization
Publicado 2024Tabla de Contenidos: “…Existing Global Path Planning (GPP) algorithms predominantly presume planning in static…”
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3175
Evolutionary Generative Fuzzing for Differential Testing of the Kotlin Compiler
Publicado 2024Tabla de Contenidos: “… random code snippets. Second, we extend random sampling by introducing two genetic algorithms (GAs…”
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3176
Synergistic Reinforcement and Imitation Learning for Vision-driven Autonomous Flight of UAV Along River
Publicado 2024Tabla de Contenidos: “…) algorithm encounters in learning a navigation policy within this partially observable, non-Markovian…”
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3177
SemanticSLAM: Learning based Semantic Map Construction and Robust Camera Localization
Publicado 2024Tabla de Contenidos: “… displacement by comparing image features of consecutive scenes. These algorithms depend on scene continuity…”
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3178
MuNES: Multifloor Navigation Including Elevators and Stairs
Publicado 2024Tabla de Contenidos: “… using an A* algorithm based on the proposed cost function, which affects realistic factors. We tested…”
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3179
DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning
Publicado 2024Tabla de Contenidos: “… powerful and widely used algorithm in control, parameterized by a cost and a dynamics function. The key…”
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3180
OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery
Publicado 2024Tabla de Contenidos: “… robotic surgical activities stands paramount. Existing algorithms dedicated to surgical activity…”
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