Search Results - coding (algorithmicsic OR (algorithm OR (algorithmssssics OR algorithmicsics)))

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

Table of Contents: “…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 by Ceola, Federico, Maiettini, Elisa, Rosasco, Lorenzo, Natale, Lorenzo

Table of Contents: “…, 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 by Uslu, Jan-Lucas, Ouaj, Taoufiq, Tebbe, David, Nekrasov, Alexey, Bertram, Jo Henri, Schütte, Marc, Watanabe, Kenji, Taniguchi, Takashi, Beschoten, Bernd, Waldecker, Lutz, Stampfer, Christoph

Table of Contents: “… 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 by Jaber, Khodr, Essel, Ebenezer, Sullivan, Pierre

Table of Contents: “… 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 by Mehta, Shaunak A., Meng, Forrest, Bajcsy, Andrea, Losey, Dylan P.

Table of Contents: “… 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 by Khan, Taaha

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

Table of Contents: “… 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 by He, Jiashu, Kanatsoulis, Charilaos I., Ribeiro, Alejandro

Table of Contents: “… 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 by Dumouchelle, Justin, Julien, Esther, Kurtz, Jannis, Khalil, Elias B.

Table of Contents: “… 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 by Qi, Ji, Ji, Kaixuan, Yu, Jifan, Wang, Duokang, Xu, Bin, Hou, Lei, Li, Juanzi

Table of Contents: “… 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 by Liu, Zheyuan, Dou, Guangyao, Tian, Yijun, Zhang, Chunhui, Chien, Eli, Zhu, Ziwei

Table of Contents: “…Machine Unlearning (MU) algorithms have become increasingly critical due to the imperative…”
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BarcodeBERT: Transformers for Biodiversity Analysis by 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.

Table of Contents: “… 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 by 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

Table of Contents: “…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 by Bock, Marius, Moeller, Michael, Van Laerhoven, Kristof

Table of Contents: “…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 by Yang, Jingpu, Wang, Helin, Zhao, Qirui, Shi, Zhecheng, Song, Zirui, Fang, Miao

Table of Contents: “… 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 by Qin, Zhen, Sun, Weigao, Li, Dong, Shen, Xuyang, Sun, Weixuan, Zhong, Yiran

Table of Contents: “… 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 by Racković, Stevo, Soares, Cláudia, Jakovetić, Dušan

Table of Contents: “… 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 by Dai, Tuo, Shi, Bizhao, Luo, Guojie

Table of Contents: “… 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 by Yu, Xuehui, Chen, Pengfei, Wang, Kuiran, Han, Xumeng, Li, Guorong, Han, Zhenjun, Ye, Qixiang, Jiao, Jianbin

Table of Contents: “… 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 by 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

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