Suchergebnisse - coding (algorithm OR algorithmsssic)

Monocular Lane Detection Based on Deep Learning: A Survey von He, Xin, Guo, Haiyun, Zhu, Kuan, Zhu, Bingke, Zhao, Xu, Fang, Jianwu, Wang, Jinqiao

Inhaltsangabe: “… algorithms gain popularity, monocular lane detection methods based on them have demonstrated superior …”
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Cutting is All You Need: Execution of Large-Scale Quantum Neural Networks on Limited-Qubit Devices von Marchisio, Alberto, Sychiuco, Emman, Kashif, Muhammad, Shafique, Muhammad

Inhaltsangabe: “… their potential, fully-quantum algorithms remain impractical due to the limitations of current NISQ devices …”
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IRL for Restless Multi-Armed Bandits with Applications in Maternal and Child Health von Jain, Gauri, Varakantham, Pradeep, Xu, Haifeng, Taneja, Aparna, Doshi, Prashant, Tambe, Milind

Inhaltsangabe: “… and propose an algorithm to design expert trajectories at scale based on those goals. Second, our algorithm …”
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Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection von Zhang, Xinchen, Zhao, Running, Jiang, Zhihan, Chen, Handi, Ding, Yulong, Ngai, Edith C. H., Yang, Shuang-Hua

Inhaltsangabe: “… buffer. Our approach features a strategic sample selection algorithm to select representative new samples …”
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Go-with-the-Flow: Motion-Controllable Video Diffusion Models Using Real-Time Warped Noise von Burgert, Ryan, Xu, Yuancheng, Xian, Wenqi, Pilarski, Oliver, Clausen, Pascal, He, Mingming, Ma, Li, Deng, Yitong, Li, Lingxiao, Mousavi, Mohsen, Ryoo, Michael, Debevec, Paul, Yu, Ning

Inhaltsangabe: “… or training pipelines. Specifically, we propose a novel noise warping algorithm, fast enough to run in real …”
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Solving continuum and rarefied flows using differentiable programming von Xiao, Tianbai

Inhaltsangabe: “… computer program. This paper addresses the notion and implementation of the first solution algorithm …”
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Unlocking Full Efficiency of Token Filtering in Large Language Model Training von Chai, Di, Li, Pengbo, Zhang, Feiyuan, Jin, Yilun, Tian, Han, Xu, Kaiqiang, Yuan, Binhang, Shen, Dian, Zhang, Junxue, Chen, Kai

Inhaltsangabe: “… cannot be efficiently supported. This paper presents Centrifuge, a system that leverages algorithm …”
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IPComp: Interpolation Based Progressive Lossy Compression for Scientific Applications von Yang, Zhuoxun, Di, Sheng, Zhang, Longtao, Li, Ruoyu, Li, Ximiao, Huang, Jiajun, Liu, Jinyang, Cappello, Franck, Zhao, Kai

Inhaltsangabe: “… of the interpolation algorithm and propose our solution IPComp with multi-level bitplane and predictive coding. (2) We …”
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Optimistic Gradient Learning with Hessian Corrections for High-Dimensional Black-Box Optimization von Kfir, Yedidya, Sarafian, Elad, Kraus, Sarit, Louzoun, Yoram

Inhaltsangabe: “… Black-box algorithms are designed to optimize functions without relying on their underlying …”
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AT-Drone: Benchmarking Adaptive Teaming in Multi-Drone Pursuit von Li, Yang, Chen, Junfan, Xue, Feng, Qiu, Jiabin, Li, Wenbin, Zhang, Qingrui, Wen, Ying, Pan, Wei

Inhaltsangabe: “… evaluations using edge devices and Crazyflie drones. (3) A novel algorithm zoo integrated with a distributed …”
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Accelerating Elliptic Curve Point Additions on Versal AI Engine for Multi-scalar Multiplication von Ohno, Ayumi, Shimamura, Kotaro, Takamaeda-Yamazaki, Shinya

Inhaltsangabe: “… on an elliptic curve over a 377-bit modulus, and the Pippenger algorithm converts MSM into a series of elliptic …”
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PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN von Zhang, Jiayu, Zhu, Zhiyu, Wang, Xinyi, Liao, Silin, Jin, Zhibo, Salim, Flora D., Chen, Huaming

Inhaltsangabe: “… -based transferable attack algorithms. Our code is available at: https://github.com/LMBTough/PAR  …”
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Group Relative Policy Optimization for Image Captioning von Liang, Xu

Inhaltsangabe: “… sequence training (SCST) for reinforcement learning optimization. However, the SCST algorithm has certain …”
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Multi-Agent Inverse Q-Learning from Demonstrations von Haynam, Nathaniel, Khoja, Adam, Kumar, Dhruv, Myers, Vivek, Bıyık, Erdem

Inhaltsangabe: “… When reward functions are hand-designed, deep reinforcement learning algorithms often suffer from …”
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HexPlane Representation for 3D Semantic Scene Understanding von Chen, Zeren, Hou, Yuenan, Chen, Yulin, Liu, Li, Sun, Xiao, Sheng, Lu

Inhaltsangabe: “… understanding in 3D space. On ScanNet and SemanticKITTI benchmarks, our algorithm, dubbed HexNet3D, achieves …”
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Pig behavior dataset and Spatial-temporal perception and enhancement networks based on the attention mechanism for pig behavior recognition von Qi, Fangzheng, Hou, Zhenjie, Lin, En, Li, Xing, Liang, iuzhen, Zhou, Xinwen

Inhaltsangabe: “… datasets not only limits the development of innovative algorithms but also hampers model robustness …”
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Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space von Chen, Zhiliang, Niu, Xinyuan, Foo, Chuan-Sheng, Low, Bryan Kian Hsiang

Inhaltsangabe: “… response at each turn. Existing simulation-based conversation planning algorithms typically select …”
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Agentic Keyframe Search for Video Question Answering von Fan, Sunqi, Guo, Meng-Hao, Yang, Shuojin

Inhaltsangabe: “… powerful algorithm for identifying keyframes in the VideoQA task. It can effectively distinguish key …”
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Versatile Cross-platform Compilation Toolchain for Schrödinger-style Quantum Circuit Simulation von Lu, Yuncheng, Liang, Shuang, Fan, Hongxiang, Guo, Ce, Luk, Wayne, Kelly, Paul H. J.

Inhaltsangabe: “… growing demand for exploring and verifying quantum algorithms. Efficient classical simulators for high …”
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Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control von Liao, Xiao-Cheng, Mei, Yi, Zhang, Mengjie, Chen, Xiang-Ling

Inhaltsangabe: “… algorithm template named G2P-XLight, and two RL algorithms, G2P-MPLight and G2P-CoLight, by combining …”
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