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

Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty di Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Sommario: “... propose two algorithms designed to optimize the decoding path: a post-hoc selection method and a real-time...”
Testo

Scout Before You Attend: Sketch-and-Walk Sparse Attention for Efficient LLM Inference di Le, Hoang Anh Duy, Joshi, Sahil, Yang, Zeyu, Xu, Zhaozhuo, Shrivastava, Anshumali

Sommario: “... both prefill and decode phases. To address this challenge, we introduce Sketch&Walk Attention, a...”
Testo

Conditional Sampling via Wasserstein Autoencoders and Triangular Transport di Al-Jarrah, Mohammad, Martino, Michele, Yim, Marcus, Hosseini, Bamdad, Taghvaei, Amirhossein

Sommario: “... is to modify a Wasserstein autoencoder to use a (block-) triangular decoder and impose an appropriate...”
Testo

Quantum Anonymous Secret Sharing with Permutation Invariant Codes di Sikand, Varin, Nemec, Andrew

Sommario: “... cannot be accessed without an authorized set of shares present for decoding. In this work, we describe a...”
Testo

Achieving the Fundamental Limit of Lossless Analog Compression via Polarization di Yuan, Shuai, Yao, Liuquan, Li, Yuan, Zhang, Huazi, Wang, Jun, Tong, Wen, Ma, Zhiming

Sommario: “... the corresponding analog successive cancellation (SC) decoder. The proposed scheme consists of deterministic...”
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AIRS-assisted Vehicular Networks with Rate-Splitting SWIPT Receivers: Joint Trajectory and Communication Design di Nam, Gyoungyoon, Lee, Seokhyun, Jeong, Seongah

Sommario: “... wireless information and power transfer (SWIPT) receivers to concurrently allow information decoding (ID...”
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Greed is All You Need: An Evaluation of Tokenizer Inference Methods di Uzan, Omri, Schmidt, Craig W., Tanner, Chris, Pinter, Yuval

Sommario: “... models, the method of decoding text into a sequence of tokens from these vocabularies is often left...”
Testo

On the Performance of RIS-assisted Networks with HQAM di Oikonomou, Thrassos K., Tyrovolas, Dimitrios, Tegos, Sotiris A., Diamantoulakis, Panagiotis D., Sarigiannidis, Panagiotis, Liaskos, Christos, Karagiannidis, George K.

Sommario: “.... Additionally, we introduce an innovative detection algorithm for HQAM constellations that implements sphere...”
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Efficient Feedback Design for Unsourced Random Access with Integrated Sensing and Communication di Ahmadi, Mohammad Javad, Kazemi, Mohammad, Schaefer, Rafael F.

Sommario: “... propose a novel feedback signal design that announces the decoding status of users and simultaneously...”
Testo

Real-Time Neural Appearance Models di Zeltner, Tizian, Rousselle, Fabrice, Weidlich, Andrea, Clarberg, Petrik, Novák, Jan, Bitterli, Benedikt, Evans, Alex, Davidovič, Tomáš, Kallweit, Simon, Lefohn, Aaron

Sommario: “... reserved for offline use. This is achieved with a combination of algorithmic and system level innovations...”
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Plato: Plan to Efficiently Decode for Large Language Model Inference di Jin, Shuowei, Liu, Xueshen, Wu, Yongji, Zheng, Haizhong, Zhang, Qingzhao, Prakash, Atul, Lentz, Matthew, Zhuo, Danyang, Qian, Feng, Mao, Z. Morley

Sommario: “..., but their inference incurs substantial computational and memory overhead. To improve efficiency, parallel decoding...”
Testo

Density Evolution Analysis of Generalized Low-density Parity-check Codes under a Posteriori Probability Decoder di Chang, Dongxu, Peng, Qingqing, Ma, Zhiming, Wang, Guanghui, Yin, Dawei

Sommario: “... posteriori probability (APP) decoder is analyzed. We explore the concentration, symmetry, and monotonicity...”
Testo

FlashSVD v1.5: Making Low-Rank Transformers Inference Actually Fast di Wu, Wenhao, Shao, Zishan, Cui, Kangning, Kim, Jinhee, Wang, Yixiao, Ye, Hancheng, Zhuo, Danyang, Chen, Yiran

Sommario: “... between prefill and autoregressive decode. We present FlashSVD v1.5, a unified inference runtime...”
Testo

Adaptively Pruned Spiking Neural Networks for Energy-Efficient Intracortical Neural Decoding di Rivelli, Francesca, Popov, Martin, Kouzinopoulos, Charalampos S., Tang, Guangzhi

Sommario: “... decoding. Spiking Neural Networks (SNNs) deployed on neuromorphic hardware have demonstrated remarkable...”
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Fully Parallelized BP Decoding for Quantum LDPC Codes Can Outperform BP-OSD di Wang, Ming, Li, Ang, Mueller, Frank

Sommario: “... decoding algorithm. By monitoring bit-level oscillation patterns during BP, our method identifies...”
Testo

Efficient Decoders for Sensing Subspace Code di Gooty, Siva Aditya, Mahdavifar, Hessam

Sommario: “... that is cubic with the number of antennas. In this work, we propose novel efficient decoding algorithms...”
Testo

Accelerating Speculative Decoding with Block Diffusion Draft Trees di Ringel, Liran, Romano, Yaniv

Sommario: “...Speculative decoding accelerates autoregressive language models by using a lightweight drafter...”
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Successive Cancellation Ordered Search Decoding of Modified $\boldsymbol{G}_N$-Coset Codes di Yuan, Peihong, Coşkun, Mustafa Cemil

Sommario: “...A tree search algorithm called successive cancellation ordered search (SCOS) is proposed...”
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High Throughput Polar Code Decoders with Information Bottleneck Quantization di Kestel, Claus, Johannsen, Lucas, Wehn, Norbert

Sommario: “... one publication that is not based on the state-of-the-art Fast-SSC decoding algorithm, and only...”
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New Constructions of Polar Code Based on Refined Error Probability Analysis di Noghrei, Hassan, Abdullah, Murad

Sommario: “... of the decoder's LLRs. Building on this formulation, we propose a polar code construction algorithm optimized...”
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