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4321
Eigen Is All You Need: Efficient Lidar-Inertial Continuous-Time Odometry with Internal Association
Veröffentlicht 2024Inhaltsangabe: “… , which promotes two main insights. One, contrary to conventional wisdom, CT-LIO algorithm can …”
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4322
Real-Time Line-Based Room Segmentation and Continuous Euclidean Distance Fields
Veröffentlicht 2024Inhaltsangabe: “… . This is possible thanks to a novel line-based room segmentation algorithm, enabling the creation of smaller local …”
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4323
ASAP-Repair: API-Specific Automated Program Repair Based on API Usage Graphs
Veröffentlicht 2024Inhaltsangabe: “… Modern software development relies on the reuse of code via Application Programming Interfaces …”
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4324
MLTCP: Congestion Control for DNN Training
Veröffentlicht 2024Inhaltsangabe: “… We present MLTCP, a technique to augment today's congestion control algorithms to accelerate DNN …”
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4325
Utilizing GANs for Fraud Detection: Model Training with Synthetic Transaction Data
Veröffentlicht 2024Inhaltsangabe: “… . The objective of the experiment is to design and implement a fake face verification code and fraud detection …”
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4326
Supporting Experts with a Multimodal Machine-Learning-Based Tool for Human Behavior Analysis of Conversational Videos
Veröffentlicht 2024Inhaltsangabe: “… . It enables experts to combine various machine learning algorithms to capture human behavioral cues without …”
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4327
Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding
Veröffentlicht 2024Inhaltsangabe: “… of parameters. We propose \textbf{S}mart \textbf{P}arallel \textbf{A}uto-\textbf{C}orrect d\textbf{E}coding …”
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4328
Watermark Stealing in Large Language Models
Veröffentlicht 2024Inhaltsangabe: “… was previously unnoticed. We are the first to propose an automated WS algorithm and use it in the first …”
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4329
Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization
Veröffentlicht 2024Inhaltsangabe: “… is labeled while the rest are unlabeled. We propose a novel algorithm, ProUD, which can effectively learn …”
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4330
Towards Code Generation for Octree-Based Multigrid Solvers
Veröffentlicht 2024Inhaltsangabe: “… kernels with manual implementations of complex octree data structures and algorithms often found …”
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4331
A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility Services
Veröffentlicht 2024Inhaltsangabe: “… . Addressing this gap, our study investigates the balance between performance optimization and algorithmic …”
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4332
Algorithmic Details behind the Predator Shape Analyser
Veröffentlicht 2024Inhaltsangabe: “… of the algorithms behind the Predator shape analyser based on abstract interpretation and symbolic memory graphs …”
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4333
Molecular Generative Adversarial Network with Multi-Property Optimization
Veröffentlicht 2024Inhaltsangabe: “… (RL) algorithms, particularly Monte Carlo tree search (MCTS), to handle the discrete nature …”
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4334
JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients
Veröffentlicht 2024Inhaltsangabe: “… representation with continuous cosine formulation. The JPEG algorithm significantly quantizes discrete cosine …”
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4335
Evaluating Alternatives to SFM Point Cloud Initialization for Gaussian Splatting
Veröffentlicht 2024Inhaltsangabe: “… by Structure-from-Motion (SFM) algorithms is a significant limitation to be overcome. To this end, we …”
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4336
Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land
Veröffentlicht 2024Inhaltsangabe: “… , molecular discovery algorithms, robotics, and much more. Stripped of anything else, neural networks …”
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4337
A real-time, robust and versatile visual-SLAM framework based on deep learning networks
Veröffentlicht 2024Inhaltsangabe: “… outperforms state-of-the-art SLAM algorithms in terms of localization accuracy and tracking robustness …”
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4338
Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis
Veröffentlicht 2024Inhaltsangabe: “… The increasing integration of machine learning algorithms in daily life underscores the critical …”
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4339
Adaptable and Reliable Text Classification using Large Language Models
Veröffentlicht 2024Inhaltsangabe: “… evaluated the performance of several LLMs, machine learning algorithms, and neural network-based …”
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4340
Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice
Veröffentlicht 2024Inhaltsangabe: “… for sensing and actuation in robotic systems. Algorithms and code implementing both learning agents …”
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