Risultati della ricerca - coding (Algorithmsssics OR (algorithm OR (algorithmssssssics OR (algorithm OR algorithm))))

Robust Search with Uncertainty-Aware Value Models for Language Model Reasoning di Yu, Fei, Li, Yingru, Wang, Benyou

Sommario: “... Thompson Sampling, an efficient algorithm that selects candidates based on their probability of being...”
Testo

Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models di Chen, Haokun, Szyller, Sebastian, Xu, Weilin, Himayat, Nageen

Sommario: “... of the deployed unlearning algorithm or whether the queried content was originally present in the training corpus...”
Testo

Enhancing Reusability of Learned Skills for Robot Manipulation via Gaze Information and Motion Bottlenecks di Takizawa, Ryo, Karino, Izumi, Nakagawa, Koki, Ohmura, Yoshiyuki, Kuniyoshi, Yasuo

Sommario: “... to previously unseen scenarios remains a significant challenge. In this study, we propose a novel algorithm...”
Testo

Whole-Body Model-Predictive Control of Legged Robots with MuJoCo di Zhang, John Z., Howell, Taylor A., Yi, Zeji, Pan, Chaoyi, Shi, Guanya, Qu, Guannan, Erez, Tom, Tassa, Yuval, Manchester, Zachary

Sommario: “... model-predictive control (MPC) of quadruped and humanoid robots: the iterative LQR (iLQR) algorithm...”
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Blind-Wayfarer: A Minimalist, Probing-Driven Framework for Resilient Navigation in Perception-Degraded Environments di Xu, Yanran, Zauner, Klaus-Peter, Tarapore, Danesh

Sommario: “... algorithms that relies primarily on a compass to robustly traverse complex, unstructured environments...”
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Efficient quantum simulation for translationally invariant systems di Kattemölle, Joris, Burkard, Guido

Sommario: “... is that it becomes possible to efficiently and optimally alleviate device connectivity constraints algorithmically...”
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DermDiff: Generative Diffusion Model for Mitigating Racial Biases in Dermatology Diagnosis di Munia, Nusrat, Imran, Abdullah-Al-Zubaer

Sommario: “... is crucial for effective treatment. Artificial intelligence (AI) algorithms have the potential to assist...”
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Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training di Bartoldson, Brian, Venkatraman, Siddarth, Diffenderfer, James, Jain, Moksh, Ben-Nun, Tal, Lee, Seanie, Kim, Minsu, Obando-Ceron, Johan, Bengio, Yoshua, Kailkhura, Bhavya

Sommario: “.... However, on-policy algorithms used for post-training are not naturally robust to a diversified content...”
Testo

UFM: Unified Feature Matching Pre-training with Multi-Modal Image Assistants di Di, Yide, Liao, Yun, Zhou, Hao, Zhu, Kaijun, Duan, Qing, Liu, Junhui, Lu, Mingyu

Sommario: “..., we propose a data augmentation algorithm and a staged pre-training strategy to effectively tackle...”
Testo

Tune It Up: Music Genre Transfer and Prediction di Samet, Fidan, Bakir, Oguz, Fidan, Adnan

Sommario: “... models. To that end, we obtain 87.7% accuracy with Multi-layer Perceptron algorithm. To improve our style...”
Testo

Error-Corrected Eternal Lifetime Storage di Ma, Jie, Wang, Chu-Han, Xu, Xiao-Yun, Shi, Chang-Kun, Zhang, Tian-Yu, Cheng, Ke, Zhan, Li, Jin, Xian-Min

Sommario: “... Tb/disc. We implement the Reed-Solomon(RS) algorithm for errorfree data recovery and get the trade...”
Testo

Federated Structured Sparse PCA for Anomaly Detection in IoT Networks di Huang, Chenyi, Xiu, Xianchao

Sommario: “... this nonconvex problem in a distributed setting, we devise an efficient optimization algorithm based...”
Testo

Contextualized Autonomous Drone Navigation using LLMs Deployed in Edge-Cloud Computing di Chen, Hongqian, Tang, Yun, Tsourdos, Antonios, Guo, Weisi

Sommario: “.... The research is to deploy Large Language Models (LLMs) to perform real-time contextual code adjustment...”
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Temporal Gaussian Copula For Clinical Multivariate Time Series Data Imputation di Su, Ye, Qiao, Hezhe, Wu, Di, Chen, Yuwen, Chen, Lin

Sommario: “.... Subsequently, we employ an Expectation-Maximization (EM) algorithm to improve robustness in managing data...”
Testo

RaanA: A Fast, Flexible, and Data-Efficient Post-Training Quantization Algorithm di Yang, Yongyi, Gao, Jianyang, Hu, Wei

Sommario: “... for fast, accurate, and highly efficient quantization; and 2) AllocateBits, an algorithm that optimally...”
Testo

Post-Quantum Wireless-based Key Encapsulation Mechanism via CRYSTALS-Kyber for Resource-Constrained Devices di de la Torre, M. A. González, Sandoval, I. A. Morales, de Abreu, Giuseppe Thadeu Freitas, Encinas, L. Hernández

Sommario: “... Quadrature Amplitude Modulation constellation and a BCH-code to communicate CRYSTALSKyber's polynomial...”
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Multi-Sense Embeddings for Language Models and Knowledge Distillation di Wang, Qitong, Zaki, Mohammed J., Kollias, Georgios, Kalantzis, Vasileios

Sommario: “.... To construct a sense embedding dictionary, we apply a clustering algorithm to embeddings generated by an LLM...”
Testo

How Can Objects Help Video-Language Understanding? di Tang, Zitian, Wang, Shijie, Cho, Junho, Yoo, Jaewook, Sun, Chen

Sommario: “... computer vision algorithm to extract and integrate structured visual representation. Through extensive...”
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Software Engineering Principles for Fairer Systems: Experiments with GroupCART di Peng, Kewen, Zhuo, Hao, Yang, Yicheng, Menzies, Tim

Sommario: “... predictive performance and fairness based on user requirements. These results demonstrate that algorithmic...”
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QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning? di Li, Yuanjun, Jiang, Zhouyang, Zhang, Bin, Zhang, Mingchao, Zhao, Junhao, Xu, Zhiwei

Sommario: “... coder-evaluator framework is employed to ensure the correctness and executability of the generated code...”
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