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

Exploring a Graph-based Approach to Offline Reinforcement Learning for Sepsis Treatment di Khakharova, Taisiya, Sakizloglou, Lucas, Lambers, Leen

Sommario: “... are trained to produce latent state representations, jointly with decoders that predict the next patient state...”
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Accelerating Large Language Model Inference via Early-Exiting Algorithms di Bae, Sangmin

Sommario: “... inference. This dissertation resolves this conflict by co-designing adaptive algorithms and model...”
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Angular Dispersion Accelerates $k$-Nearest Neighbors Machine Translation di Tokarchuk, Evgeniia, Troshin, Sergey, Niculae, Vlad

Sommario: “...Augmenting neural machine translation with external memory at decoding time, in the form of k...”
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Auto-Stega: An Agent-Driven System for Lifelong Strategy Evolution in LLM-Based Text Steganography di Zhou, Jiuan, Cheng, Yu, Xie, Yuan, Yin, Zhaoxia

Sommario: “... constraints. A decoding LLM recovers the information under the shared strategy. To handle high embedding rates...”
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Exploring Cross-Client Memorization of Training Data in Large Language Models for Federated Learning di Udsa, Tinnakit, Udomcharoenchaikit, Can, Payoungkhamdee, Patomporn, Nutanong, Sarana, Rattanavipanon, Norrathep

Sommario: “... decoding strategies, prefix length, and FL algorithms. Our findings reveal that FL models do memorize...”
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Inverse Design of Metasurface for Spectral Imaging di Chen, Rongzhou, Nie, Haitao, Zhu, Shuo, Zhao, Yaping, Wang, Chutian, Lam, Edmund Y.

Sommario: “...Inverse design of metasurfaces for the joint optimization of optical modulation and algorithmic...”
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Generalization or Memorization: Dynamic Decoding for Mode Steering di Zhang, Xuanming

Sommario: “... Steering (DMS), a novel inference-time algorithm which comprises two components: (1) a lightweight...”
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Deep Reinforcement Learning-Based Cooperative Rate Splitting for Satellite-to-Underground Communication Networks di Lin, Kaiqiang, Zhao, Kangchun, Mao, Yijie

Sommario: “... an aboveground relay decodes and forwards the common stream to underground devices (UDs). Based on this framework...”
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Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks di Pankratov, Sergey, Alistarh, Dan

Sommario: “... ``tight'' lower bounds on the runtime of any deterministic speculative generation algorithm...”
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Multi-Modal Semantic Communication di Mortaheb, Matin, Karakaya, Erciyes, Ulukus, Sennur

Sommario: “... channel bandwidth, we use an algorithm to transmit image patches at adaptive resolutions using...”
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Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction di Kim, Jang-Hyun, Han, Dongyoon, Yun, Sangdoo

Sommario: “... seamlessly into both the prefill and decoding stages. The proposed gate training algorithm relies on forward...”
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CoLT: Reasoning with Chain of Latent Tool Calls di Zhu, Fangwei, Sui, Zhifang

Sommario: “... length than baseline latent models, and is compatible with reinforcement learning algorithms...”
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Hypernetwork-based approach for grid-independent functional data clustering di Thatipelli, Anirudh, Siahkoohi, Ali

Sommario: “... neural representation (INR), which serves as the decoder. Because INRs represent functions with very few...”
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Weighted Unequal Error Protection over a Rayleigh Fading Channel di Mahmood, Adeel

Sommario: “... decoding success probabilities. The channel model is quasi-static Rayleigh fading with channel state...”
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Towards Patient-Specific Deformable Registration in Laparoscopic Surgery di Neri, Alberto, Penza, Veronica, Haouchine, Nazim, Mattos, Leonardo S.

Sommario: “.... Our approach combines a Transformer encoder-decoder architecture with overlap estimation and a...”
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Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications di Li, Jinbao, An, Jiancheng, Liu, Hao, Gan, Lu, Leung, Victor C. M., Bennis, Mehdi, Debbah, Mérouane

Sommario: “... domain, and the GRS performs decoding based on the received power distribution. Moreover, we employ a...”
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Fitting Is Not Enough: Smoothness in Extremely Quantized LLMs di Xu, Yuzhuang, Han, Xu, Li, Yuxuan, Li, Pengzhan, Che, Wanxiang

Sommario: “... extremely low-bit but lossy quantization. Existing quantization algorithms mainly focus on improving...”
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Primal-Dual Guided Decoding for Constrained Discrete Diffusion di Tomasi, Federico, Moor, Dmitrii, Wang, Alice, Lalmas, Mounia

Sommario: “... guided decoding, an inference-time method that formulates constrained generation as a KL-regularised...”
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P‐2.1: Multi‐Scale Feature Fusion Generative Adversarial Network for Image Inpainting di Lunze Hu, Liujun Yuan, Yanzhuo Hu, Enguo Chen, Sheng Xu, Tailiang Guo, Yun Ye

Sommario: “... restoration. Therefore, we propose an image inpainting algorithm based on Multi‐Scale Feature Fusion...”
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A Framework for Measuring Tree Rings Based on Panchromatic Images and Deep Learning di Sheng Wang, Chaoyue Zhao, Yun Su, Kangjian Cao, Chao Mou, Fu Xu

Sommario: “... are pivotal for decoding the age and growth patterns of trees, reflecting the impact of environmental factors...”
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