Résultats de la recherche - coding (algorithmics OR ((algorithm OR algorithmics) OR (Algorithmsssic OR algorithmsssic)))

De novo Drug Design using Reinforcement Learning with Multiple GPT Agents par Hu, Xiuyuan, Liu, Guoqing, Zhao, Yang, Zhang, Hao

Table des matières: “…, we propose MolRL-MGPT, a reinforcement learning algorithm with multiple GPT agents for drug molecular…”
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To the Max: Reinventing Reward in Reinforcement Learning par Veviurko, Grigorii, Böhmer, Wendelin, de Weerdt, Mathijs

Table des matières: “… environments and can be easily combined with state-of-the-art RL algorithms. In the experiments, we study…”
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EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models par Xing, Shangyu, Zhao, Fei, Wu, Zhen, An, Tuo, Chen, Weihao, Li, Chunhui, Zhang, Jianbing, Dai, Xinyu

Table des matières: “… paired responses with and without hallucinations, and then employ various alignment algorithms to improve…”
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Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent par Li, Yingru, Xu, Jiawei, Han, Lei, Luo, Zhi-Quan

Table des matières: “…We propose HyperAgent, a reinforcement learning (RL) algorithm based on the hypermodel framework…”
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Autonomous Mapless Navigation on Uneven Terrains par Jardali, Hassan, Ali, Mahmoud, Liu, Lantao

Table des matières: “…-aware subgoal that leads the robot to its final destination. The algorithm is designed to run in real…”
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Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains par Pham, Bang-Dang, Tran, Phong, Tran, Anh, Pham, Cuong, Nguyen, Rang, Hoai, Minh

Table des matières: “…This paper presents an innovative framework designed to train an image deblurring algorithm…”
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Hybrid Tree Tensor Networks for quantum simulation par Schuhmacher, Julian, Ballarin, Marco, Baiardi, Alberto, Magnifico, Giuseppe, Tacchino, Francesco, Montangero, Simone, Tavernelli, Ivano

Table des matières: “…, their practical usefulness and many operational aspects of hTN-based algorithms, like the optimization of hTNs…”
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Structured Click Control in Transformer-based Interactive Segmentation par Xu, Long, Chen, Yongquan, Huang, Rui, Wu, Feng, Lai, Shiwu

Table des matières: “…. However, it's hard for existing algorithms to obtain precise and robust responses after multiple clicks…”
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Integration of Scanning Probe Microscope with High-Performance Computing: fixed-policy and reward-driven workflows implementation par Liu, Yu, Pratiush, Utkarsh, Bemis, Jason, Proksch, Roger, Emery, Reece, Rack, Philip D., Liu, Yu-Chen, Yang, Jan-Chi, Udovenko, Stanislav, Trolier-McKinstry, Susan, Kalinin, Sergei V.

Table des matières: “…The rapid development of computation power and machine learning algorithms has paved the way…”
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A Fair Post-Processing Method based on the MADD Metric for Predictive Student Models par Verger, Mélina, Fan, Chunyang, Lallé, Sébastien, Bouchet, François, Luengo, Vanda

Table des matières: “… sufficiently accurate and fair in their predictions. To evaluate algorithmic fairness, a new metric has been…”
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Dynamic Label Injection for Imbalanced Industrial Defect Segmentation par Caruso, Emanuele, Pelosin, Francesco, Simoni, Alessandro, Boschetti, Marco

Table des matières: “… Injection (DLI) algorithm to impose a uniform distribution in the input batch. Our algorithm computes…”
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End-to-End and Highly-Efficient Differentiable Simulation for Robotics par Lidec, Quentin Le, Montaut, Louis, de Mont-Marin, Yann, Schramm, Fabian, Carpentier, Justin

Table des matières: “… of reinforcement learning and trajectory optimization algorithms, especially for problems involving physical…”
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RPC: A Modular Framework for Robot Planning, Control, and Deployment par Bang, Seung Hyeon, Gonzalez, Carlos, Moore, Gabriel, Kang, Dong Ho, Seo, Mingyo, Sentis, Luis

Table des matières: “…-friendly operator interface. RPC enables users to thoroughly evaluate and develop control algorithms…”
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PuzzleBoard: A New Camera Calibration Pattern with Position Encoding par Stelldinger, Peer, Schönherr, Nils, Biermann, Justus

Table des matières: “… position coding that can be decoded at very low resolutions. The decoding algorithm includes error…”
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Automatic Authoring of Physical and Perceptual/Affective Motion Effects for Virtual Reality par Lee, Jiwan, Choi, Seungmoon

Table des matières: “… solely by manual authoring or coding, and this costly process prevents the faster and wider dissemination…”
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Improving User Experience in Preference-Based Optimization of Reward Functions for Assistive Robots par Dennler, Nathaniel, Shi, Zhonghao, Nikolaidis, Stefanos, Matarić, Maja

Table des matières: “… interactions. In this work, we design an algorithm to generate trajectories for users to rank that we call…”
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Scaling Inter-procedural Dataflow Analysis on the Cloud par Sun, Zewen, Zhang, Yujin, Xu, Duanchen, Zhang, Yiyu, Qi, Yun, Wang, Yueyang, Li, Yi, Wang, Zhaokang, Li, Yue, Li, Xuandong, Zuo, Zhiqiang, Lu, Qingda, Peng, Wenwen, Guo, Shengjian

Table des matières: “… dedicated distributed worklist algorithms for both whole-program analysis and incremental analysis. We…”
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Training Deep Learning Models with Norm-Constrained LMOs par Pethick, Thomas, Xie, Wanyun, Antonakopoulos, Kimon, Zhu, Zhenyu, Silveti-Falls, Antonio, Cevher, Volkan

Table des matières: “… a norm-ball. We propose a new stochastic family of algorithms that uses the LMO to adapt…”
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Fault-Resilience of Dissipative Processes for Quantum Computing par Purcell, James, Rajput, Abhishek, Cubitt, Toby

Table des matières: “… concerning the error-resilience capabilities of two types of dissipative algorithms: dissipative ground state…”
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SLOs-Serve: Optimized Serving of Multi-SLO LLMs par Chen, Siyuan, Jia, Zhipeng, Khan, Samira, Krishnamurthy, Arvind, Gibbons, Phillip B.

Table des matières: “… uses a multi-SLO dynamic programming-based algorithm to continuously optimize token allocations under…”
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