Risultati della ricerca - decoding (algorithm OR (algorithmics OR Algorithmssics))

LISNeRF Mapping: LiDAR-based Implicit Mapping via Semantic Neural Fields for Large-Scale 3D Scenes di Zhang, Jianyuan, Yang, Zhiliu, Zhang, Meng

Sommario: “... and hierarchical structure to store implicit features, then these implicit features are decoded to semantic...”
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A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation di Li, Hanxi, Zhang, Zhengxun, Chen, Hao, Wu, Lin, Li, Bo, Liu, Deyin, Wang, Mingwen

Sommario: “.... This paper introduces a novel algorithm designed to augment defective samples, thereby enhancing AD...”
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Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning di Na, Hyungho, Seo, Yunkyeong, Moon, Il-chul

Sommario: “..., such as defeating enemies or scoring a goal. Existing MARL algorithms are effective but still require significant...”
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Lateral Control of Brain-Controlled Vehicle Based on SVM Probability Output Model di Pan, Hongguang, Yu, Xinyu, Yang, Yong

Sommario: “.... Firstly, a filter bank common spatial pattern (FBCSP) algorithm is introduced into the brain instructions...”
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An Evolutionary Network Architecture Search Framework with Adaptive Multimodal Fusion for Hand Gesture Recognition di Xia, Yizhang, Song, Shihao, Hou, Zhanglu, Xu, Junwen, Zou, Juan, Liu, Yuan, Yang, Shengxiang

Sommario: “... well in multimodal HGR (MHGR), but most of existing algorithms require a lot of expert experience...”
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U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models di Mei, Song

Sommario: “... domains. With their encoder-decoder structure, long skip connections, and pooling and up-sampling layers...”
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Why are Visually-Grounded Language Models Bad at Image Classification? di Zhang, Yuhui, Unell, Alyssa, Wang, Xiaohan, Ghosh, Dhruba, Su, Yuchang, Schmidt, Ludwig, Yeung-Levy, Serena

Sommario: “... the inference algorithms, training objectives, and data processing in VLMs. Our analysis reveals...”
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Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach di Suarez-Rodriguez, Leon, Jacome, Roman, Arguello, Henry

Sommario: “... snapshots, which are subsequently decoded using computational algorithms. Currently, COI systems...”
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Human-in-the-loop MGA to generate energy system design options matching stakeholder needs di Lombardi, Francesco, Pfenninger, Stefan

Sommario: “... design space. Hence, we decode those preferences to feed them back to the MGA algorithm and perform a...”
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Erasure Coded Neural Network Inference via Fisher Averaging di Jhunjhunwala, Divyansh, Jali, Neharika, Joshi, Gauri, Wang, Shiqiang

Sommario: “... formulate the problem as a KL barycenter problem and propose a practical algorithm COIN that leverages...”
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EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG di He, ZhengXiao, Cai, Minghong, Li, Letian, Tian, Siyuan, Dai, Ren-Jie

Sommario: “... significant for decoding motor patterns. Therefore, we introduce a multimodal motion pattern recognition...”
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A Transformer Based Generative Chemical Language AI Model for Structural Elucidation of Organic Compounds di Tan, Xiaofeng

Sommario: “... have relied on complex expert systems with explicitly programmed algorithms. These systems are often...”
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Efficient and Aesthetic UI Design with a Deep Learning-Based Interface Generation Tree Algorithm di Duan, Shiyu, Zhang, Runsheng, Chen, Mengmeng, Wang, Ziyi, Wang, Shixiao

Sommario: “... patterns and long-range dependencies, we propose a Transformer-based interface generation tree algorithm...”
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The weight hierarchy of decreasing norm-trace codes di Camps-Moreno, Eduardo, López, Hiram H., Matthews, Gretchen L., San-José, Rodrigo

Sommario: “... of type II, $t$-resilient functions, bounding the cardinality of the output in list decoding algorithms...”
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Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion di Zhu, Jianqing, Huang, Huang, Lin, Zhihang, Liang, Juhao, Tang, Zhengyang, Almubarak, Khalid, Alharthik, Abdulmohsen, An, Bang, He, Juncai, Wu, Xiangbo, Yu, Fei, Chen, Junying, Ma, Zhuoheng, Du, Yuhao, Zhang, He, Alghamdi, Emad A., Zhang, Lian, Sun, Ruoyu, Li, Haizhou, Wang, Benyou, Xu, Jinchao

Sommario: “... for the tokenizer that could speed up decoding. However, using a different vocabulary often leads to a degradation...”
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Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning di Park, Sungjin, Liu, Xiao, Gong, Yeyun, Choi, Edward

Sommario: “... reasoning benchmarks demonstrate that our approach outperforms both single language model decoding...”
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HashEvict: A Pre-Attention KV Cache Eviction Strategy using Locality-Sensitive Hashing di Liu, Minghui, Rabbani, Tahseen, O'Halloran, Tony, Sankaralingam, Ananth, Hartley, Mary-Anne, Huang, Furong, Fermüller, Cornelia, Aloimonos, Yiannis

Sommario: “... significant GPU memory. In this work, we introduce HashEvict, an algorithm that uses locality-sensitive...”
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Shifting-Merging: Secure, High-Capacity and Efficient Steganography via Large Language Models di Bai, Minhao, Yang, Jinshuai, Pang, Kaiyi, Huang, Yongfeng, Gao, Yue

Sommario: “... of ShiMer, we design a reordering algorithm to minimize the occurrence of interval splitting during decoding...”
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Realizing Lattice Surgery on Two Distance-Three Repetition Codes with Superconducting Qubits di Besedin, Ilya, Kerschbaum, Michael, Knoll, Jonathan, Hesner, Ian, Bödeker, Lukas, Colmenarez, Luis, Hofele, Luca, Lacroix, Nathan, Hellings, Christoph, Swiadek, François, Flasby, Alexander, Panah, Mohsen Bahrami, Zanuz, Dante Colao, Müller, Markus, Wallraff, Andreas

Sommario: “... executing algorithms using hundreds of logical qubits. Recent experiments have demonstrated subthreshold...”
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Masked Generative Nested Transformers with Decode Time Scaling di Goyal, Sahil, Tula, Debapriya, Jain, Gagan, Shenoy, Pradeep, Jain, Prateek, Paul, Sujoy

Sommario: “... computational efficiency. Most of these algorithms involve multiple passes over a transformer model to generate...”
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