Suchergebnisse - coding algorithm

Cooperative Sense and Avoid for UAVs using Secondary Radar von Mohammadkarimi, Mostafa, Rajan, Raj Thilak

Inhaltsangabe: “… A cooperative Sense and Avoid (SAA) algorithm for safe navigation of small-sized UAVs within …”
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A Grasp Pose is All You Need: Learning Multi-fingered Grasping with Deep Reinforcement Learning from Vision and Touch von Ceola, Federico, Maiettini, Elisa, Rosasco, Lorenzo, Natale, Lorenzo

Inhaltsangabe: “… , state-of-the-art model-free algorithms have proven inefficient for learning such policies. The main …”
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An open-source robust machine learning platform for real-time detection and classification of 2D material flakes von Uslu, Jan-Lucas, Ouaj, Taoufiq, Tebbe, David, Nekrasov, Alexey, Bertram, Jo Henri, Schütte, Marc, Watanabe, Kenji, Taniguchi, Takashi, Beschoten, Bernd, Waldecker, Lutz, Stampfer, Christoph

Inhaltsangabe: “… materials, the source code of which we make openly available. Our platform is designed to be accurate …”
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GPU-Native Adaptive Mesh Refinement with Application to Lattice Boltzmann Simulations von Jaber, Khodr, Essel, Ebenezer, Sullivan, Pierre

Inhaltsangabe: “… GPU-native algorithm for AMR using a block-based forest of octrees approach, implemented in both two …”
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StROL: Stabilized and Robust Online Learning from Humans von Mehta, Shaunak A., Meng, Forrest, Bajcsy, Andrea, Losey, Dylan P.

Inhaltsangabe: “… the human's reward parameters. We model the robot's learning algorithm as a dynamical system over the human …”
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CompaCT: Fractal-Based Heuristic Pixel Segmentation for Lossless Compression of High-Color DICOM Medical Images von Khan, Taaha

Inhaltsangabe: “… -specialized implementations. This study proposes a lossless medical image compression algorithm, CompaCT …”
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Era Splitting: Invariant Learning for Decision Trees von DeLise, Timothy

Inhaltsangabe: “… field of out-of-distribution (OOD) generalization addresses this reality with new theory and algorithms …”
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T-GAE: Transferable Graph Autoencoder for Network Alignment von He, Jiashu, Kanatsoulis, Charilaos I., Ribeiro, Alejandro

Inhaltsangabe: “… to be NP-hard in its general form. Existing optimization algorithms do not scale up as the size …”
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Deep Learning for Two-Stage Robust Integer Optimization von Dumouchelle, Justin, Julien, Esther, Kurtz, Jannis, Khalil, Elias B.

Inhaltsangabe: “… instantiation of the column-and-constraint-generation (CCG) algorithm, which expands the applicability of the 2 …”
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VidCoM: Fast Video Comprehension through Large Language Models with Multimodal Tools von Qi, Ji, Ji, Kaixuan, Yu, Jifan, Wang, Duokang, Xu, Bin, Hou, Lei, Li, Juanzi

Inhaltsangabe: “… video events, we further propose an Instruction-oriented Video Events Recognition (InsOVER) algorithm …”
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Breaking the Trilemma of Privacy, Utility, Efficiency via Controllable Machine Unlearning von Liu, Zheyuan, Dou, Guangyao, Tian, Yijun, Zhang, Chunhui, Chien, Eli, Zhu, Ziwei

Inhaltsangabe: “… Machine Unlearning (MU) algorithms have become increasingly critical due to the imperative …”
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BarcodeBERT: Transformers for Biodiversity Analysis von Arias, Pablo Millan, Sadjadi, Niousha, Safari, Monireh, Gong, ZeMing, Wang, Austin T., Haurum, Joakim Bruslund, Zarubiieva, Iuliia, Steinke, Dirk, Kari, Lila, Chang, Angel X., Lowe, Scott C., Taylor, Graham W.

Inhaltsangabe: “… organisms within the same kingdom of life. Although machine learning algorithms specifically designed …”
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JaxMARL: Multi-Agent RL Environments and Algorithms in JAX von Rutherford, Alexander, Ellis, Benjamin, Gallici, Matteo, Cook, Jonathan, Lupu, Andrei, Ingvarsson, Gardar, Willi, Timon, Hammond, Ravi, Khan, Akbir, de Witt, Christian Schroeder, Souly, Alexandra, Bandyopadhyay, Saptarashmi, Samvelyan, Mikayel, Jiang, Minqi, Lange, Robert Tjarko, Whiteson, Shimon, Lacerda, Bruno, Hawes, Nick, Rocktaschel, Tim, Lu, Chris, Foerster, Jakob Nicolaus

Inhaltsangabe: “… Benchmarks are crucial in the development of machine learning algorithms, with available …”
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Temporal Action Localization for Inertial-based Human Activity Recognition von Bock, Marius, Moeller, Michael, Van Laerhoven, Kristof

Inhaltsangabe: “… As of today, state-of-the-art activity recognition from wearable sensors relies on algorithms being …”
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Efficient Reinforcement Learning via Decoupling Exploration and Utilization von Yang, Jingpu, Wang, Helin, Zhao, Qirui, Shi, Zhecheng, Song, Zirui, Fang, Miao

Inhaltsangabe: “… as well as limited generalization abilities. This methodology frequently leads to algorithms settling …”
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Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models von Qin, Zhen, Sun, Weigao, Li, Dong, Shen, Xuyang, Sun, Weixuan, Zhong, Yiran

Inhaltsangabe: “… consumption. However, due to the issue with cumulative summation (cumsum), current linear attention algorithms …”
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Refined Inverse Rigging: A Balanced Approach to High-fidelity Blendshape Animation von Racković, Stevo, Soares, Cláudia, Jakovetić, Dušan

Inhaltsangabe: “… animation, using high-quality corrective blendshapes. Our algorithm introduces novel enhancements in three …”
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WideSA: A High Array Utilization Mapping Scheme for Uniform Recurrences on the Versal ACAP Architecture von Dai, Tuo, Shi, Bizhao, Luo, Guojie

Inhaltsangabe: “… systolic array mappings. Concurrently, we have developed a routing-aware PLIO assignment algorithm tailored …”
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CPR++: Object Localization via Single Coarse Point Supervision von Yu, Xuehui, Chen, Pengfei, Wang, Kuiran, Han, Xumeng, Li, Guorong, Han, Zhenjun, Ye, Qixiang, Jiao, Jianbin

Inhaltsangabe: “… to alleviate semantic variance from an algorithmic perspective. CPR reduces the semantic variance by selecting …”
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Blending Data-Driven Priors in Dynamic Games von Lidard, Justin, Hu, Haimin, Hancock, Asher, Zhang, Zixu, Contreras, Albert Gimó, Modi, Vikash, DeCastro, Jonathan, Gopinath, Deepak, Rosman, Guy, Leonard, Naomi Ehrich, Santos, María, Fisac, Jaime Fernández

Inhaltsangabe: “… , an algorithm for solving non-cooperative dynamic game with Kullback-Leibler (KL) regularization with respect …”
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