Risultati della ricerca - (decoding OR coding) (Algorithmsssicics OR (algorithm OR (algorithm OR algorithm)))

SynergyAmodal: Deocclude Anything with Text Control di Li, Xinyang, Yi, Chengjie, Lai, Jiawei, Lin, Mingbao, Qu, Yansong, Zhang, Shengchuan, Cao, Liujuan

Sommario: “... design an occlusion-grounded self-supervised learning algorithm to harness the diversity of in-the-wild...”
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Optimal fermion-qubit mappings via quadratic assignment di Chiew, Mitchell, Ibrahim, Cameron, Safro, Ilya, Strelchuk, Sergii

Sommario: “... steps of any quantum simulation algorithm, fermion-qubit mappings translate the fermionic interactions...”
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Efficient Noise Calculation in Deep Learning-based MRI Reconstructions di Dalmaz, Onat, Desai, Arjun D., Heckel, Reinhard, Çukur, Tolga, Chaudhari, Akshay S., Hargreaves, Brian A.

Sommario: “... and efficient noise analysis as a central tenet of reconstruction algorithms, holding promise to reshape how we...”
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GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning di Lv, Rui, Zhang, Zaixi, Zhang, Kai, Liu, Qi, Gao, Weibo, Liu, Jiawei, Yan, Jiaxia, Yue, Linan, Yao, Fangzhou

Sommario: “... neighbors algorithm and pre-trained selection layers to dynamically choose appropriate samples and minimize...”
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Improving the Reproducibility of Deep Learning Software: An Initial Investigation through a Case Study Analysis di Ravi, Nikita, Goel, Abhinav, Davis, James C., Thiruvathukal, George K.

Sommario: “..., proprietary data and source code, lack of transparency, and the stochastic nature in some software. A study...”
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Distributionally Robust Contract Theory for Edge AIGC Services in Teleoperation di Zhan, Zijun, Dong, Yaxian, Doe, Daniel Mawunyo, Hu, Yuqing, Li, Shuai, Cao, Shaohua, Fan, Lei, Han, Zhu

Sommario: “..., we develop a Block Coordinate Descent (BCD)-based algorithm to derive robust reward schemes...”
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Unsupervised Radar Point Cloud Enhancement via Arbitrary LiDAR Guided Diffusion Prior di Yang, Yanlong, Liu, Jianan, Luo, Guanxiong, Li, Hao, Ahn, Euijoon, Azghadi, Mostafa Rahimi, Huang, Tao

Sommario: “...-resolution ground-truth data. Here, we introduce an unsupervised radar points enhancement algorithm...”
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APEX: Action Priors Enable Efficient Exploration for Robust Motion Tracking on Legged Robots di Sood, Shivam, Nakhwa, Laukik, Ge, Sun, Cao, Yuhong, Cheng, Jin, Zargarbashi, Fatemah, Yoon, Taerim, Choi, Sungjoon, Coros, Stelian, Sartoretti, Guillaume

Sommario: “... Efficient Exploration), a plug-and-play extension to state-of-the-art motion tracking algorithms...”
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MergeBench: A Benchmark for Merging Domain-Specialized LLMs di He, Yifei, Zeng, Siqi, Hu, Yuzheng, Yang, Rui, Zhang, Tong, Zhao, Han

Sommario: “...: instruction following, mathematics, multilingual understanding, coding and safety. We standardize finetuning...”
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Can Global XAI Methods Reveal Injected Bias in LLMs? SHAP vs Rule Extraction vs RuleSHAP di Sovrano, Francesco

Sommario: “... belief-related heuristics in LLMs. To obtain ground truth, we hard-code bias-inducing nonlinear...”
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Protocol as Poetry: A Case Study of Pak's Smart Contract-Based Protocol Art di Hu, Botao Amber

Sommario: “... century-long lineage of conceptual, participatory, interactive, systematic, algorithmic, and generative...”
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Frozen Backpropagation: Relaxing Weight Symmetry in Deep Spiking Neural Networks di Goupy, Gaspard, Tirilly, Pierre, Bilasco, Ioan Marius

Sommario: “...-based training algorithm relaxing weight symmetry in settings with separate networks. fBP updates...”
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Enhancing Keyphrase Extraction from Academic Articles Using Section Structure Information di Zhang, Chengzhi, Yan, Xinyi, Zhao, Lei, Zhang, Yingyi

Sommario: “... texts used as input corpora for KPE models via a keyphrase integration algorithm to obtain the keyphrase...”
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LLM-Explorer: A Plug-in Reinforcement Learning Policy Exploration Enhancement Driven by Large Language Models di Hao, Qianyue, Song, Yiwen, Liao, Qingmin, Yuan, Jian, Li, Yong

Sommario: “... algorithms, including the DQN series, DDPG, TD3, and any possible variants developed based on them. Through...”
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Symbolic Intermediaries as a Linguistic-Numerical Interface for LLM-Driven Geometric Reasoning di Gandarela, João Pedro, Rios, Thiago, Menzel, Stefan, Freitas, André

Sommario: “... design agent maps natural-language specifications to executable simulation code, a critique agent reasons...”
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To Glue or Not to Glue? Classical vs Learned Image Matching for Mobile Mapping Cameras to Textured Semantic 3D Building Models di Gaisbauer, Simone, Gyawali, Prabin, Zhang, Qilin, Wysocki, Olaf, Jutzi, Boris

Sommario: “... using a Perspective-n-Point (PnP) algorithm, with geometric ground truth derived from geo-referenced...”
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2DNMRGym: An Annotated Experimental Dataset for Atom-Level Molecular Representation Learning in 2D NMR via Surrogate Supervision di Li, Yunrui, Xu, Hao, Hong, Pengyu

Sommario: “... supervision setup: models are trained using algorithm-generated annotations derived from a previously...”
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OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging di Wei, Yongxian, Cheng, Runxi, Jin, Weike, Yang, Enneng, Shen, Li, Hou, Lu, Du, Sinan, Yuan, Chun, Cao, Xiaochun, Tao, Dacheng

Sommario: “... or Large Language Models (LLMs) for code and math tasks. Recently, Multimodal LLMs (MLLMs) that extend LLMs...”
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A Unified and Fast-Sampling Diffusion Bridge Framework via Stochastic Optimal Control di Pan, Mokai, Zhu, Kaizhen, Ma, Yuexin, Fu, Yanwei, Yu, Jingyi, Wang, Jingya, Shi, Ye

Sommario: “... Euler sampling methods in UniDB, we design a training-free accelerated algorithm by deriving exact...”
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Two-Stage Learning of Stabilizing Neural Controllers via Zubov Sampling and Iterative Domain Expansion di Li, Haoyu, Zhong, Xiangru, Hu, Bin, Zhang, Huan

Sommario: “... controllers is challenging due to the lack of stable and scalable training and verification algorithms...”
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