Search Results - coding (algorithmics OR ((algorithm OR algorithmics) OR (algorithmssic OR algorithmsssic)))

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

Table of Contents: “…, 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 by Veviurko, Grigorii, Böhmer, Wendelin, de Weerdt, Mathijs

Table of Contents: “… 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 by Xing, Shangyu, Zhao, Fei, Wu, Zhen, An, Tuo, Chen, Weihao, Li, Chunhui, Zhang, Jianbing, Dai, Xinyu

Table of Contents: “… 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 by Li, Yingru, Xu, Jiawei, Han, Lei, Luo, Zhi-Quan

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

Table of Contents: “…-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 by Pham, Bang-Dang, Tran, Phong, Tran, Anh, Pham, Cuong, Nguyen, Rang, Hoai, Minh

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

Table of Contents: “…, 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 by Xu, Long, Chen, Yongquan, Huang, Rui, Wu, Feng, Lai, Shiwu

Table of Contents: “…. 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 by 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 of Contents: “…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 by Verger, Mélina, Fan, Chunyang, Lallé, Sébastien, Bouchet, François, Luengo, Vanda

Table of Contents: “… 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 by Caruso, Emanuele, Pelosin, Francesco, Simoni, Alessandro, Boschetti, Marco

Table of Contents: “… 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 by Lidec, Quentin Le, Montaut, Louis, de Mont-Marin, Yann, Schramm, Fabian, Carpentier, Justin

Table of Contents: “… 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 by Bang, Seung Hyeon, Gonzalez, Carlos, Moore, Gabriel, Kang, Dong Ho, Seo, Mingyo, Sentis, Luis

Table of Contents: “…-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 by Stelldinger, Peer, Schönherr, Nils, Biermann, Justus

Table of Contents: “… 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 by Lee, Jiwan, Choi, Seungmoon

Table of Contents: “… 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 by Dennler, Nathaniel, Shi, Zhonghao, Nikolaidis, Stefanos, Matarić, Maja

Table of Contents: “… 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 by 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 of Contents: “… 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 by Pethick, Thomas, Xie, Wanyun, Antonakopoulos, Kimon, Zhu, Zhenyu, Silveti-Falls, Antonio, Cevher, Volkan

Table of Contents: “… 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 by Purcell, James, Rajput, Abhishek, Cubitt, Toby

Table of Contents: “… 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 by Chen, Siyuan, Jia, Zhipeng, Khan, Samira, Krishnamurthy, Arvind, Gibbons, Phillip B.

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