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

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

Table of Contents: “… 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 by Bae, Sangmin

Table of Contents: “… 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 by Tokarchuk, Evgeniia, Troshin, Sergey, Niculae, Vlad

Table of Contents: “…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 by Zhou, Jiuan, Cheng, Yu, Xie, Yuan, Yin, Zhaoxia

Table of Contents: “… 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 by Udsa, Tinnakit, Udomcharoenchaikit, Can, Payoungkhamdee, Patomporn, Nutanong, Sarana, Rattanavipanon, Norrathep

Table of Contents: “… 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 by Chen, Rongzhou, Nie, Haitao, Zhu, Shuo, Zhao, Yaping, Wang, Chutian, Lam, Edmund Y.

Table of Contents: “…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 by Zhang, Xuanming

Table of Contents: “… 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 by Lin, Kaiqiang, Zhao, Kangchun, Mao, Yijie

Table of Contents: “… 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 by Pankratov, Sergey, Alistarh, Dan

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

Table of Contents: “… 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 by Kim, Jang-Hyun, Han, Dongyoon, Yun, Sangdoo

Table of Contents: “… 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 by Zhu, Fangwei, Sui, Zhifang

Table of Contents: “… 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 by Thatipelli, Anirudh, Siahkoohi, Ali

Table of Contents: “… 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 by Mahmood, Adeel

Table of Contents: “… 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 by Neri, Alberto, Penza, Veronica, Haouchine, Nazim, Mattos, Leonardo S.

Table of Contents: “…. 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 by Li, Jinbao, An, Jiancheng, Liu, Hao, Gan, Lu, Leung, Victor C. M., Bennis, Mehdi, Debbah, Mérouane

Table of Contents: “… 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 by Xu, Yuzhuang, Han, Xu, Li, Yuxuan, Li, Pengzhan, Che, Wanxiang

Table of Contents: “… 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 by Tomasi, Federico, Moor, Dmitrii, Wang, Alice, Lalmas, Mounia

Table of Contents: “… 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 by Lunze Hu, Liujun Yuan, Yanzhuo Hu, Enguo Chen, Sheng Xu, Tailiang Guo, Yun Ye

Table of Contents: “… 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 by Sheng Wang, Chaoyue Zhao, Yun Su, Kangjian Cao, Chao Mou, Fu Xu

Table of Contents: “… are pivotal for decoding the age and growth patterns of trees, reflecting the impact of environmental factors…”
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