Search Results - decoding (algorithm OR ((algorithmics OR Algorithmssics) OR algorithmssics))

ReALLM: A general framework for LLM compression and fine-tuning by Leconte, Louis, Bedin, Lisa, Nguyen, Van Minh, Moulines, Eric

Table of Contents: “… 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 by Tu, Hanzhang, Shao, Ruizhi, Dong, Xue, Zheng, Shunyuan, Zhang, Hao, Chen, Lili, Wang, Meili, Li, Wenyu, Ma, Siyan, Zhang, Shengping, Zhou, Boyao, Liu, Yebin

Table of Contents: “… 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 by Xu, Ding, Duan, Lingjie, Zhao, Haitao, Zhu, Hongbo

Table of Contents: “… 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 by Du, Guodong, Li, Jing, Liu, Hanting, Jiang, Runhua, Yu, Shuyang, Guo, Yifei, Goh, Sim Kuan, Tang, Ho-Kin

Table of Contents: “… 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 by Li, Shuangliang, Li, Siwei

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

Table of Contents: “… 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 by Ahmadi, Mohammad Javad, Kazemi, Mohammad, Duman, Tolga M.

Table of Contents: “… 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 by Liu, Fang, Liu, Zhenwei, Zhao, Qianhui, Jiang, Jing, Zhang, Li, Li, Ge, Sun, Zian, Li, Zhongqi, Ma, Yuchi

Table of Contents: “… 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 by Wang, Ziwei, Li, Siyang, Luo, Jingwei, Liu, Jiajing, Wu, Dongrui

Table of Contents: “…) 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 by Song, Jie, Sun, Yue, Cai, Ziyun, Xiao, Liang, Huang, Yawen, Zheng, Yefeng

Table of Contents: “…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 by Doha, Shadman Rahman, Abdelhadi, Ahmed

Table of Contents: “… 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 by Zhang, Ce, Wan, Zifu, Kan, Zhehan, Ma, Martin Q., Stepputtis, Simon, Ramanan, Deva, Salakhutdinov, Russ, Morency, Louis-Philippe, Sycara, Katia, Xie, Yaqi

Table of Contents: “… 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 by Favero, Lucile, Pérez-Ortiz, Juan Antonio, Käser, Tanja, Oliver, Nuria

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

Table of Contents: “…), 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 by Peng, Jinbo, Duan, Junwen, Lin, Zheng, Yuan, Haoxuan, Gao, Yue, Chen, Zhe

Table of Contents: “… 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 by Xu, Jiaming, Pan, Jiayi, Zhou, Yongkang, Chen, Siming, Li, Jinhao, Lian, Yaoxiu, Wu, Junyi, Dai, Guohao

Table of Contents: “… 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 by Long, Jiahuan, Zhou, Xin

Table of Contents: “…, 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 by Wang, Kaidi, Ding, Zhiguo, Karagiannidis, George K.

Table of Contents: “…-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 by Gu, Haoran, Wang, Handing, Mei, Yi, Zhang, Mengjie, Jin, Yaochu

Table of Contents: “… simple yet effective defense algorithm that identifies and explicitly decodes safety trigger tokens…”
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Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency by Li, Ruixiao, Chen, Fahao, Li, Peng

Table of Contents: “…Speculative decoding accelerates Large Language Model (LLM) inference by employing a small…”
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