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

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

Sommario: “... 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 di Amnuaypongsa, Worachit, Suparanonrat, Yotsapat, Wanitchollakit, Pana, Songsiri, Jitkomut

Sommario: “... 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 di Oncescu, Costin-Andrei, Morwani, Depen, Jelassi, Samy, Meterez, Alexandru, Kwun, Mujin, Kakade, Sham

Sommario: “... 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 di Jiang, Yan, Qiu, Ruihong, Huang, Zi

Sommario: “... 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 di Weng, Yepeng, Hu, Qiao, Yairi, Takehisa

Sommario: “...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 di Nigri, Andrea, Shang, Han Lin, Bonetti, Marco

Sommario: “... 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 di Li, Angqi, Syed, Ab Basit Rafi, Alzweri, Hamzeh, Liu, Taosheng, Cohen, Barry H., Ravishankar, Saiprasad

Sommario: “... 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 di Thakkar, Shrey, Grbic, Anthony

Sommario: “..., 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 di Hongjin Zhang, JinRong Wang, Dong Shen

Sommario: “... 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 di Po‐Hsun Cheng, Li‐Wei Chen, Pin‐Rong Chen, Shih‐Yueh Chao, Tzu‐Yin Liu

Sommario: “..., 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 di Fangfang Chen, Jihong Zheng, Yushuai Wang, Tong Shen, Jingxin Sang, Songlin Zhuang

Sommario: “... 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 di Yihong Shen, Huan Du, Fenglian Liu, Xiaolin Gou, Yiwen Tao, Xinge Lan, Jing Zhang, Yinghao Yin, Qi Li, Gang Fan

Sommario: “... 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 di Haiwen Wang, Chun Liu, Jianglin Lan, Xiaoqiang Ren, Xiaofan Wang

Sommario: “..., 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 di Lei Tan, Xiaohan Chen, Dajun Yuan, Tao Tang

Sommario: “..., 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 di Dey, Prabahan

Sommario: “... 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 di P. Britto Corthis, G. P. Ramesh, Ananda Babu Jayachandra

Sommario: “... 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 di Chattopadhyay, Aditya, Nunez, Elvis, Kaul, Prannay, Bowman, Benjamin, Becker, Evan, Zancato, Luca, Thomas, David, Xia, Wei, Soatto, Stefano

Sommario: “...-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 di Zhi Weng, Yuzhe Bian, Zhiqiang Zheng, Wenwen Hao

Sommario: “... 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 di Hong, Jinyung, Pavlic, Theodore P.

Sommario: “... 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 di Xu, Hao, Wong, Kai-Kit, Xu, Yinfei, Caire, Giuseppe

Sommario: “..., the EJ scheme enables Bob to decode the jamming codeword and thus cancel the interference, while Eve...”
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