Search Results - (endedededecoding OR (coding OR decoding)) (algorithm OR Algorithmsssssic)

MSACL: Multi-Step Actor-Critic Learning with Lyapunov Certificates for Exponentially Stabilizing Control by Zhang, Yongwei, Xing, Yuanzhe, Liang, Quanyi, Quan, Quan, She, Zhikun

Table of Contents: “… RL baselines and state-of-the-art Lyapunov-based RL algorithms. Beyond rapid convergence, MSACL…”
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Towards Syn-to-Real IQA: A Novel Perspective on Reshaping Synthetic Data Distributions by Li, Aobo, Wu, Jinjian, Liu, Yongxu, Li, Leida, Dong, Weisheng

Table of Contents: “…, synthetic-to-algorithmic, and synthetic-to-synthetic) demonstrate the effectiveness of our method. The code…”
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STEMNIST: Spiking Tactile Extended MNIST Neuromorphic Dataset by Tripathi, Anubhab, Gaishan, Li, Fu, Zhengnan, Bartolozzi, Chiara, Shi, Bert E., Basu, Arindam

Table of Contents: “… and bio-inspired learning algorithms. STEMNIST enables reproducible evaluation of tactile recognition…”
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Rethinking Basis Path Testing: Mixed Integer Programming Approach for Test Path Set Generation by Wei, Chao, Peng, Xinyi, Yan, Yawen, Luo, Mao, Cai, Ting

Table of Contents: “…, relying on greedy graph-traversal algorithms (e.g., DFS/BFS), often generate sub-optimal paths…”
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Orchestrating Tokens and Sequences: Dynamic Hybrid Policy Optimization for RLVR by Min, Zijun, Liu, Bingshuai, Wang, Ante, Zhang, Long, Zeng, Anxiang, Zhang, Haibo, Su, Jinsong

Table of Contents: “… large language models in reasoning tasks. However, existing RLVR algorithms focus on different…”
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The IRIS$^{2+}$ inversion tool: recovering the radiative losses and the thermodynamics in the lower solar atmosphere by Dalda, Alberto Sainz, Rodríguez, Jaime de la Cruz, Hansteen, Viggo, De Pontieu, Bart, Gošić, Milan

Table of Contents: “… with these atmospheres. A nearest neighbor (k-nn) model algorithm is trained with the synthetic representative profiles…”
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From Prompt to Protocol: Fast Charging Batteries with Large Language Models by Lei, Ge, Planella, Ferran Brosa, Baird, Sterling G., Cooper, Samuel J.

Table of Contents: “…: Prompt-to-Optimizer (P2O), which uses an LLM to propose the code for small neural-network-based protocols…”
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Rethinking the Value of Multi-Agent Workflow: A Strong Single Agent Baseline by Xu, Jiawei, Koesdwiady, Arief, Bei, Sisong, Han, Yan, Huang, Baixiang, Wang, Dakuo, Chen, Yutong, Wang, Zheshen, Wang, Peihao, Li, Pan, Ding, Ying

Table of Contents: “… seven benchmarks spanning coding, mathematics, general question answering, domain-specific reasoning…”
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Turbo-GoDec: Exploiting the Cluster Sparsity Prior for Hyperspectral Anomaly Detection by Sheng, Jiahui, Li, Xiaorun, Chen, Shuhan

Table of Contents: “… algorithm, incorporating the cluster sparsity prior into the S-step of GoDec. This resulted in a new…”
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PYVALE: A Fast, Scalable, Open-Source 2D Digital Image Correlation (DIC) Engine Capable of Handling Gigapixel Images by Hirst, Joel, Sibson, Lorna, Tayeb, Adel, Poole, Ben, Sampson, Megan, Bielajewa, Wiera, Atkinson, Michael, Marsh, Alex, Spencer, Rory, Hamill, Rob, Hamelin, Cory, Harte, Allan, Fletcher, Lloyd

Table of Contents: “… DIC algorithm. Its open-source MIT license enables wide deployment, including on computing clusters…”
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Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation by Moustafa, Wesam, Elsafty, Hossam, Schneider, Helen, Sparrenberg, Lorenz, Sifa, Rafet

Table of Contents: “…, and a more flexible power-law-based auto-tuning algorithm for the abstention penalty. We demonstrate…”
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TinySense: Effective CSI Compression for Scalable and Accurate Wi-Fi Sensing by Gian, Toan, Tran, Dung T., Pham, Viet Quoc, Restuccia, Francesco, Nguyen, Van-Dinh

Table of Contents: “… employ the K-means algorithm to dynamically adjust compression bitrates to cluster a large-scale pre…”
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Efficient Cloud-edge Collaborative Approaches to SPARQL Queries over Large RDF graphs by Ma, Shidan, Peng, Peng, Zhou, Xu, Özsu, M. Tamer, Zou, Lei, Chen, Guo

Table of Contents: “… Nonlinear Programming (MINLP) problem and solve this problem using a modified branch-and-bound algorithm…”
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MoCo: A One-Stop Shop for Model Collaboration Research by Feng, Shangbin, Bai, Yuyang, Yang, Ziyuan, Wang, Yike, Tan, Zhaoxuan, Yan, Jiajie, Lei, Zhenyu, Ding, Wenxuan, Shi, Weijia, Wang, Haojin, Qi, Zhenting, Jiang, Yuru, Wang, Heng, Huang, Chengsong, Fei, Yu, Yao, Jihan, Du, Yilun, Zettlemoyer, Luke, Choi, Yejin, Tsvetkov, Yulia

Table of Contents: “…, and comparing model collaboration algorithms at scale. MoCo features 26 model collaboration methods, spanning…”
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KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices by Zhou, Wuyang, Gu, Yuxuan, Iacovides, Giorgos, Mandic, Danilo

Table of Contents: “…: 1) its iterative Sinkhorn-Knopp (SK) algorithm does not always yield exactly doubly stochastic…”
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Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification by Du, Siyi, Luo, Xinzhe, O'Regan, Declan P., Qin, Chen

Table of Contents: “… beyond the conventional discard-or-impute paradigm. Central to DyMo is a novel selection algorithm…”
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Divide-and-Conquer CoT: RL for Reducing Latency via Parallel Reasoning by Mahankali, Arvind, Wen, Kaiyue, Ma, Tengyu

Table of Contents: “… the accuracy significantly, we design a multi-stage RL algorithm, with various data filtering strategies…”
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Benchmarking covariate-adjustment strategies for randomized clinical trials by Shao, Yulin, Lyu, Liangbo, Yu, Menggang, Wang, Bingkai

Table of Contents: “… outcomes. However, machine-learning algorithms implemented with default hyperparameter settings do…”
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Predicting and improving test-time scaling laws via reward tail-guided search by Li, Muheng, Qian, Jian, Mou, Wenlong

Table of Contents: “… test-time algorithm that dynamically allocates compute to identify and exploit intermediate states…”
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ROSA-Tuning: Enhancing Long-Context Modeling via Suffix Matching by Zheng, Yunao, Wang, Xiaojie, Ren, Lei, Chen, Wei

Table of Contents: “…-to-end training, we employ the binary discretization strategy and the counterfactual gradient algorithm…”
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