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

Phase Alignment Enhances Oscillatory Power in Neural Mass Models Optimized for Class Encoding di Pei, Alexander

Sommario: “... simple neural circuits can represent information. A genetic algorithm was used to optimize parameters...”
Testo

Interpolation of Quantum Polar Codes and Quantum Reed-Muller Codes di Hidaka, Keita, Abdelhadi, Dina, Urbanke, Ruediger

Sommario: “..., though no known efficient decoding algorithm exists for them. In this work, we propose strategies...”
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Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs di Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Sommario: “...), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods...”
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From Quarter to All: Accelerating Speculative LLM Decoding via Floating-Point Exponent Remapping and Parameter Sharing di Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Sommario: “... extra overheads. We propose SPEQ, an algorithm-hardware co-designed speculative decoding method...”
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Low-Complexity Sparse Superimposed Coding for Ultra Reliable Low Latency Communications di Zhang, Yanfeng, Fan, Xi'an, Zhu, Xu, Zheng, Jinkai, Liang, Hui, Yang, Weiwei, Luan, Tom H.

Sommario: “... high encoding and decoding complexity due to the use of dense codebook matrices. In this paper, we...”
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XShare: Collaborative in-Batch Expert Sharing for Faster MoE Inference di Vankov, Daniil, Ivkin, Nikita, Ulrich, Kyle, Song, Xiang, Khetan, Ashish, Karypis, George

Sommario: “... models. However, in production inference, request batching and speculative decoding significantly amplify...”
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Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs di Miyamoto, Sora, Oba, Daisuke, Okazaki, Naoaki

Sommario: “...), a tree-search decoding algorithm that aligns its search policy with the remaining token budget...”
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Layered Normalized Min-Sum Decoding with Bit Flipping for FDPC Codes di Hosseinzadeh, Niloufar, Moradi, Mohsen, Mahdavifar, Hessam

Sommario: “...-rate regimes. In this paper, we introduce a layered normalized min-sum (LNMS) message-passing decoding...”
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A Direct Comparison of Simultaneously Recorded Scalp, Around-Ear, and In-Ear EEG for Neural Selective Auditory Attention Decoding to Speech di Geirnaert, Simon, Kappel, Simon L., Kidmose, Preben

Sommario: “... hearing devices aim to overcome this limitation by decoding the listener's auditory attention from neural...”
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SPRITETOMESH: Automatic Mesh Generation for 2D Skeletal Animation Using Learned Segmentation and Contour-Aware Vertex Placement di Gimbert, Bastien

Sommario: “... this through a hybrid learned-algorithmic approach. A segmentation network (EfficientNet-B0 encoder with U-Net...”
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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...”
Testo

VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification di Zhuang, Xianwei, Zhu, Zhihong, Xie, Yuxin, Liang, Liming, Zou, Yuexian

Sommario: “... propose an efficient plug-and-play decoding algorithm via Visual-Aware Sparsification (VASparse) from...”
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Computing Weierstrass semigroups and the Feng-Rao distance from singular plane models di Campillo, A., Farran, J. I.

Sommario: “... We present an algorithm to compute the Weierstrass semigroup at a point P together with functions...”
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Synthesis of Annotated Colorectal Cancer Tissue Images from Gland Layout di Deshpande, Srijay, Minhas, Fayyaz, Rajpoot, Nasir

Sommario: “... for training and evaluating algorithms in this domain. To address this, we propose an interactive framework...”
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Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) di Manevich, Avshalom, Tsarfaty, Reut

Sommario: “... models. Our findings highlight the potential of further exploration of LVLM-specific decoding algorithms. ...”
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Generative Diffusion Model-based Compression of MIMO CSI di Kim, Heasung, Lee, Taekyun, Kim, Hyeji, De Veciana, Gustavo, Arfaoui, Mohamed Amine, Koc, Asil, Pietraski, Phil, Zhang, Guodong, Kaewell, John

Sommario: “... Information (CSI) compression and reconstruction for feedback in MIMO communications, efficient algorithms...”
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Robust Multi-Objective Controlled Decoding of Large Language Models di Son, Seongho, Bankes, William, Yoon, Sangwoong, Ramesh, Shyam Sundhar, Tang, Xiaohang, Bogunovic, Ilija

Sommario: “...We introduce Robust Multi-Objective Decoding (RMOD), a novel inference-time algorithm that robustly...”
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