Search Results - decoding ((algorithm OR Algorithmssic) OR (algorithmics OR algorithmics))

AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization by Matsushima, Kosuke, Okoshi, Yasuyuki, Motomura, Masato, Fujiki, Daichi

Table of Contents: “… addresses PQ's accuracy challenges by introducing several algorithmic optimizations. Evaluations demonstrate…”
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Barrier-enforced multi-objective optimization for direct point and sharp interval forecasting by Amnuaypongsa, Worachit, Suparanonrat, Yotsapat, Wanitchollakit, Pana, Songsiri, Jitkomut

Table of Contents: “… algorithm, the framework eliminates trial-and-error hyperparameter tuning for balancing multiple objectives…”
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The Recurrent Transformer: Greater Effective Depth and Efficient Decoding by Oncescu, Costin-Andrei, Morwani, Depen, Jelassi, Samy, Meterez, Alexandru, Kwun, Mujin, Kakade, Sham

Table of Contents: “… recurrent memory while preserving standard autoregressive decoding cost. We show that the architecture can…”
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Break the Block: Dynamic-size Reasoning Blocks for Diffusion Large Language Models via Monotonic Entropy Descent with Reinforcement Learning by Jiang, Yan, Qiu, Ruihong, Huang, Zi

Table of Contents: “… perspective, different reasoning tasks would correspond to different optimal decoding block sizes, which makes…”
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UniVer: A Unified Perspective for Multi-step and Multi-draft Speculative Decoding by Weng, Yepeng, Hu, Qiao, Yairi, Takehisa

Table of Contents: “…Speculative decoding accelerates Large Language Models via draft-then-verify, where verification…”
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A Beta-GAM Hidden Markov Model for Proportion Time Series by Nigri, Andrea, Shang, Han Lin, Bonetti, Marco

Table of Contents: “… is carried out via a penalized expectation--maximization algorithm, combining smoothing with numerical…”
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L-FAME: Longitudinal Focused Attention Meditation EEG Dataset and Benchmark by Li, Angqi, Syed, Ab Basit Rafi, Alzweri, Hamzeh, Liu, Taosheng, Cohen, Barry H., Ravishankar, Saiprasad

Table of Contents: “… benchmark suite comprising three distinct classification tasks: (1) cognitive state decoding to distinguish…”
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Wave-based Neuromorphic Circuit Networks: Tunable 2D Transmission-Line Metamaterials by Thakkar, Shrey, Grbic, Anthony

Table of Contents: “…, and circuit quantities are measured to decode the output prediction. Computation is performed through wave…”
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Quantized Iterative Learning Control for Consensus of Nonlinear Impulsive Multi‐Agent Systems With Inter‐Channel Encoding‐Decoding Mechanisms and Packet Dropouts by Hongjin Zhang, JinRong Wang, Dong Shen

Table of Contents: “… independent packet dropouts processes. Based on this framework, a distributed learning control algorithm…”
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Customizing Avatars to Enable No‐Code Telerehabilitation Movement Therapy by Po‐Hsun Cheng, Li‐Wei Chen, Pin‐Rong Chen, Shih‐Yueh Chao, Tzu‐Yin Liu

Table of Contents: “…, the myKLA2 toolkit incorporates integrated decoder, editor, and player components tailored for code‐free…”
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Multidimensional Multiplexing Nested Optical Encryption of Programmable Holographic Structured Light Based on Photoalignment Liquid Crystal Elements by Fangfang Chen, Jihong Zheng, Yushuai Wang, Tong Shen, Jingxin Sang, Songlin Zhuang

Table of Contents: “… preprocessing, and finally combining with polarization‐decoded data to retrieve the QR password and recover…”
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Quality Control of Herbal Medicine Based on Analytical Techniques and Machine Learning: Current Advances and Future Perspectives by Yihong Shen, Huan Du, Fenglian Liu, Xiaolin Gou, Yiwen Tao, Xinge Lan, Jing Zhang, Yinghao Yin, Qi Li, Gang Fan

Table of Contents: “… technologies and ML algorithmic principles demonstrates how ML models decode complex, high‐dimensional chemical…”
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Quantized Observer‐Based Distributed Fault‐Tolerant Control for Discrete Multi‐Agent Systems With Limited Bandwidth by Haiwen Wang, Chun Liu, Jianglin Lan, Xiaoqiang Ren, Xiaofan Wang

Table of Contents: “…, incorporating an encoding and decoding mechanism, is devised to efficiently compress the transmitted data…”
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DSNet: A Computer Vision‐Based Detection and Corrosion Segmentation Network for Corroded Bolt Detection in Tunnel by Lei Tan, Xiaohan Chen, Dajun Yuan, Tao Tang

Table of Contents: “…, and the cross‐stage partial‐based decoder which can more accurately determine whether a pixel pertains…”
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Book II: The Dey Encoding Scheme: A Formal System for Consciousness Definition Classification by Dey, Prabahan

Table of Contents: “… string formats. All encoding and decoding operations run in constant time.</p> <p>The system…”
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A Meta heuristic based deep learning classifier for effective dengue disease prediction in IoT‐Fog system by P. Britto Corthis, G. P. Ramesh, Ananda Babu Jayachandra

Table of Contents: “… short term memory (ALSTM) network with coati optimization algorithm (COA). The Attention model allocates…”
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Priming: Hybrid State Space Models From Pre-trained Transformers by Chattopadhyay, Aditya, Nunez, Elvis, Kaul, Prannay, Bowman, Benjamin, Becker, Evan, Zancato, Luca, Thomas, David, Xia, Wei, Soatto, Stefano

Table of Contents: “…-Value caches and faster decoding than Transformers, along with a richer architectural design space…”
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MMLG ‐Point: Unsupervised Pretraining Approach for Cattle Point Cloud Segmentation and Measurement by Zhi Weng, Yuzhe Bian, Zhiqiang Zheng, Wenwen Hao

Table of Contents: “… measurement, which introduces a Multilevel Geometric Perception Encoder and a Transformer‐based decoder…”
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KCNet: An Insect-Inspired Single-Hidden-Layer Neural Network with Randomized Binary Weights for Prediction and Classification Tasks by Hong, Jinyung, Pavlic, Theodore P.

Table of Contents: “… body (MB). Fly responses to odors are generated by small downstream neutrophils that decode the higher…”
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Coding-Enhanced Cooperative Jamming for Secret Communication: The MIMO Case by Xu, Hao, Wong, Kai-Kit, Xu, Yinfei, Caire, Giuseppe

Table of Contents: “…, the EJ scheme enables Bob to decode the jamming codeword and thus cancel the interference, while Eve…”
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