Search Results - coding (algorithmics OR (algorithmics OR (algorithm OR Algorithmsssssics)))

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

Table of Contents: “… Thompson Sampling, an efficient algorithm that selects candidates based on their probability of being…”
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Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models by Chen, Haokun, Szyller, Sebastian, Xu, Weilin, Himayat, Nageen

Table of Contents: “… of the deployed unlearning algorithm or whether the queried content was originally present in the training corpus…”
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Enhancing Reusability of Learned Skills for Robot Manipulation via Gaze Information and Motion Bottlenecks by Takizawa, Ryo, Karino, Izumi, Nakagawa, Koki, Ohmura, Yoshiyuki, Kuniyoshi, Yasuo

Table of Contents: “… to previously unseen scenarios remains a significant challenge. In this study, we propose a novel algorithm…”
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Whole-Body Model-Predictive Control of Legged Robots with MuJoCo by Zhang, John Z., Howell, Taylor A., Yi, Zeji, Pan, Chaoyi, Shi, Guanya, Qu, Guannan, Erez, Tom, Tassa, Yuval, Manchester, Zachary

Table of Contents: “… 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 by Xu, Yanran, Zauner, Klaus-Peter, Tarapore, Danesh

Table of Contents: “… algorithms that relies primarily on a compass to robustly traverse complex, unstructured environments…”
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Efficient quantum simulation for translationally invariant systems by Kattemölle, Joris, Burkard, Guido

Table of Contents: “… 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 by Munia, Nusrat, Imran, Abdullah-Al-Zubaer

Table of Contents: “… 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 by Bartoldson, Brian, Venkatraman, Siddarth, Diffenderfer, James, Jain, Moksh, Ben-Nun, Tal, Lee, Seanie, Kim, Minsu, Obando-Ceron, Johan, Bengio, Yoshua, Kailkhura, Bhavya

Table of Contents: “…. However, on-policy algorithms used for post-training are not naturally robust to a diversified content…”
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UFM: Unified Feature Matching Pre-training with Multi-Modal Image Assistants by Di, Yide, Liao, Yun, Zhou, Hao, Zhu, Kaijun, Duan, Qing, Liu, Junhui, Lu, Mingyu

Table of Contents: “…, we propose a data augmentation algorithm and a staged pre-training strategy to effectively tackle…”
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Tune It Up: Music Genre Transfer and Prediction by Samet, Fidan, Bakir, Oguz, Fidan, Adnan

Table of Contents: “… models. To that end, we obtain 87.7% accuracy with Multi-layer Perceptron algorithm. To improve our style…”
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Error-Corrected Eternal Lifetime Storage by Ma, Jie, Wang, Chu-Han, Xu, Xiao-Yun, Shi, Chang-Kun, Zhang, Tian-Yu, Cheng, Ke, Zhan, Li, Jin, Xian-Min

Table of Contents: “… Tb/disc. We implement the Reed-Solomon(RS) algorithm for errorfree data recovery and get the trade…”
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Federated Structured Sparse PCA for Anomaly Detection in IoT Networks by Huang, Chenyi, Xiu, Xianchao

Table of Contents: “… this nonconvex problem in a distributed setting, we devise an efficient optimization algorithm based…”
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Contextualized Autonomous Drone Navigation using LLMs Deployed in Edge-Cloud Computing by Chen, Hongqian, Tang, Yun, Tsourdos, Antonios, Guo, Weisi

Table of Contents: “…. 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 by Su, Ye, Qiao, Hezhe, Wu, Di, Chen, Yuwen, Chen, Lin

Table of Contents: “…. Subsequently, we employ an Expectation-Maximization (EM) algorithm to improve robustness in managing data…”
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RaanA: A Fast, Flexible, and Data-Efficient Post-Training Quantization Algorithm by Yang, Yongyi, Gao, Jianyang, Hu, Wei

Table of Contents: “… for fast, accurate, and highly efficient quantization; and 2) AllocateBits, an algorithm that optimally…”
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Post-Quantum Wireless-based Key Encapsulation Mechanism via CRYSTALS-Kyber for Resource-Constrained Devices by de la Torre, M. A. González, Sandoval, I. A. Morales, de Abreu, Giuseppe Thadeu Freitas, Encinas, L. Hernández

Table of Contents: “… 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 by Wang, Qitong, Zaki, Mohammed J., Kollias, Georgios, Kalantzis, Vasileios

Table of Contents: “…. To construct a sense embedding dictionary, we apply a clustering algorithm to embeddings generated by an LLM…”
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How Can Objects Help Video-Language Understanding? by Tang, Zitian, Wang, Shijie, Cho, Junho, Yoo, Jaewook, Sun, Chen

Table of Contents: “… 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 by Peng, Kewen, Zhuo, Hao, Yang, Yicheng, Menzies, Tim

Table of Contents: “… 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? by Li, Yuanjun, Jiang, Zhouyang, Zhang, Bin, Zhang, Mingchao, Zhao, Junhao, Xu, Zhiwei

Table of Contents: “… coder-evaluator framework is employed to ensure the correctness and executability of the generated code…”
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