Resultados de búsqueda - decoding ((algorithmics OR algorithm) OR (algorithm OR (algorithm OR algorithm)))

Deep Neural Crossover por Shem-Tov, Eliad, Elyasaf, Achiya

Tabla de Contenidos: “…We present a novel multi-parent crossover operator in genetic algorithms (GAs) called ``Deep Neural…”
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ReALLM: A general framework for LLM compression and fine-tuning por Leconte, Louis, Bedin, Lisa, Nguyen, Van Minh, Moulines, Eric

Tabla de Contenidos: “… and a single forward pass with the decoder. Our weight-only quantization algorithm yields the best…”
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Tele-Aloha: A Low-budget and High-authenticity Telepresence System Using Sparse RGB Cameras por Tu, Hanzhang, Shao, Ruizhi, Dong, Xue, Zheng, Shunyuan, Zhang, Hao, Chen, Lili, Wang, Meili, Li, Wenyu, Ma, Siyan, Zhang, Shengping, Zhou, Boyao, Liu, Yebin

Tabla de Contenidos: “… communication. As the core of Tele-Aloha, we propose an efficient novel view synthesis algorithm for upper-body…”
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Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks por Xu, Ding, Duan, Lingjie, Zhao, Haitao, Zhu, Hongbo

Tabla de Contenidos: “… develop an efficient algorithm to obtain a suboptimal solution. Particularly, the time allocation…”
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Knowledge Fusion By Evolving Weights of Language Models por Du, Guodong, Li, Jing, Liu, Hanting, Jiang, Runhua, Yu, Shuyang, Guo, Yifei, Goh, Sim Kuan, Tang, Ho-Kin

Tabla de Contenidos: “… by evolutionary algorithms, which does not need further training or additional training data. Specifically, our…”
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Efficiently improving key weather variables forecasting by performing the guided iterative prediction in latent space por Li, Shuangliang, Li, Siwei

Tabla de Contenidos: “… large number of weather variables. Therefore, we propose an 'encoding-prediction-decoding' prediction…”
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Multi-User SR-LDPC Codes por Ebert, Jamison R., Chamberland, Jean-Francois, Narayanan, Krishna R.

Tabla de Contenidos: “… the sent information, the decoder jointly processes the received signals using a low-complexity and highly…”
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RIS-Aided Unsourced Multiple Access (RISUMA): Coding Strategy and Performance Limits por Ahmadi, Mohammad Javad, Kazemi, Mohammad, Duman, Tolga M.

Tabla de Contenidos: “… and a randomly spread polar codeword. The proposed decoder operates in two phases. In the first phase…”
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FastFixer: An Efficient and Effective Approach for Repairing Programming Assignments por Liu, Fang, Liu, Zhenwei, Zhao, Qianhui, Jiang, Jing, Zhang, Li, Li, Ge, Sun, Zian, Li, Zhongqi, Ma, Yuchi

Tabla de Contenidos: “… remarkable inference speedup of 16.67 times compared to the autoregressive decoding algorithm. …”
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Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces por Wang, Ziwei, Li, Siyang, Luo, Jingwei, Liu, Jiajing, Wu, Dongrui

Tabla de Contenidos: “…) using different decoding algorithms demonstrated that: 1) CR is effective, i.e., it can noticeably…”
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URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction por Song, Jie, Sun, Yue, Cai, Ziyun, Xiao, Liang, Huang, Yawen, Zheng, Yefeng

Tabla de Contenidos: “…The challenges of road network segmentation demand an algorithm capable of adapting to the sparse…”
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Deep Learning in Wireless Communication Receiver: A Survey por Doha, Shadman Rahman, Abdelhadi, Ahmed

Tabla de Contenidos: “… receivers depend on mathematical models and algorithms, which do not have the ability to adapt or learn from…”
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Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models por Zhang, Ce, Wan, Zifu, Kan, Zhehan, Ma, Martin Q., Stepputtis, Simon, Ramanan, Deva, Salakhutdinov, Russ, Morency, Louis-Philippe, Sycara, Katia, Xie, Yaqi

Tabla de Contenidos: “… Decoding with Generative Feedback (DeGF), a novel training-free algorithm that incorporates feedback from…”
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Leveraging Small LLMs for Argument Mining in Education: Argument Component Identification, Classification, and Assessment por Favero, Lucile, Pérez-Ortiz, Juan Antonio, Käser, Tanja, Oliver, Nuria

Tabla de Contenidos: “…Argument mining algorithms analyze the argumentative structure of essays, making them a valuable…”
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STAR-RIS-aided NOMA for Secured xURLLC por Lulu, Song, Di, Zhang, Shaobo, Jia, Pengcheng, Zhu, Yonghui, Li

Tabla de Contenidos: “…), which provides additional degree of freedom to enable a secure and fair decoding order and achieve a…”
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SigChord: Sniffing Wide Non-sparse Multiband Signals for Terrestrial and Non-terrestrial Wireless Networks por Peng, Jinbo, Duan, Junwen, Lin, Zheng, Yuan, Haoxuan, Gao, Yue, Chen, Zhe

Tabla de Contenidos: “… on low-cost and sub-Nyquist sampling radios. We first design a deep and rule-based interleaving algorithm…”
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SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting por Xu, Jiaming, Pan, Jiayi, Zhou, Yongkang, Chen, Siming, Li, Jinhao, Lian, Yaoxiu, Wu, Junyi, Dai, Guohao

Tabla de Contenidos: “… SpecEE, a fast LLM inference engine with speculative early exiting. (1) At the algorithm level, we…”
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LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment por Long, Jiahuan, Zhou, Xin

Tabla de Contenidos: “…, existing depth estimation algorithms often struggle to effectively balance performance and computational…”
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Antenna Activation and Resource Allocation in Multi-Waveguide Pinching-Antenna Systems por Wang, Kaidi, Ding, Zhiguo, Karagiannidis, George K.

Tabla de Contenidos: “…-theoretic algorithm is developed, in which the optimal decoding order is derived and incorporated. For power…”
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One Trigger Token Is Enough: A Defense Strategy for Balancing Safety and Usability in Large Language Models por Gu, Haoran, Wang, Handing, Mei, Yi, Zhang, Mengjie, Jin, Yaochu

Tabla de Contenidos: “… simple yet effective defense algorithm that identifies and explicitly decodes safety trigger tokens…”
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