Suchergebnisse - decoding (algorithm OR (algorithmics OR (Algorithmssics OR algorithmssics)))

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

Inhaltsangabe: “… simple neural circuits can represent information. A genetic algorithm was used to optimize parameters …”
Volltext

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

Inhaltsangabe: “… , though no known efficient decoding algorithm exists for them. In this work, we propose strategies …”
Volltext

Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs von Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Inhaltsangabe: “… ), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods …”
Volltext

From Quarter to All: Accelerating Speculative LLM Decoding via Floating-Point Exponent Remapping and Parameter Sharing von Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Inhaltsangabe: “… extra overheads. We propose SPEQ, an algorithm-hardware co-designed speculative decoding method …”
Volltext

Low-Complexity Sparse Superimposed Coding for Ultra Reliable Low Latency Communications von Zhang, Yanfeng, Fan, Xi'an, Zhu, Xu, Zheng, Jinkai, Liang, Hui, Yang, Weiwei, Luan, Tom H.

Inhaltsangabe: “… high encoding and decoding complexity due to the use of dense codebook matrices. In this paper, we …”
Volltext

XShare: Collaborative in-Batch Expert Sharing for Faster MoE Inference von Vankov, Daniil, Ivkin, Nikita, Ulrich, Kyle, Song, Xiang, Khetan, Ashish, Karypis, George

Inhaltsangabe: “… models. However, in production inference, request batching and speculative decoding significantly amplify …”
Volltext

Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs von Miyamoto, Sora, Oba, Daisuke, Okazaki, Naoaki

Inhaltsangabe: “… ), a tree-search decoding algorithm that aligns its search policy with the remaining token budget …”
Volltext

Layered Normalized Min-Sum Decoding with Bit Flipping for FDPC Codes von Hosseinzadeh, Niloufar, Moradi, Mohsen, Mahdavifar, Hessam

Inhaltsangabe: “… -rate regimes. In this paper, we introduce a layered normalized min-sum (LNMS) message-passing decoding …”
Volltext

A Direct Comparison of Simultaneously Recorded Scalp, Around-Ear, and In-Ear EEG for Neural Selective Auditory Attention Decoding to Speech von Geirnaert, Simon, Kappel, Simon L., Kidmose, Preben

Inhaltsangabe: “… hearing devices aim to overcome this limitation by decoding the listener's auditory attention from neural …”
Volltext

SPRITETOMESH: Automatic Mesh Generation for 2D Skeletal Animation Using Learned Segmentation and Contour-Aware Vertex Placement von Gimbert, Bastien

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

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

Inhaltsangabe: “… decoding. Spiking Neural Networks (SNNs) deployed on neuromorphic hardware have demonstrated remarkable …”
Volltext

Fully Parallelized BP Decoding for Quantum LDPC Codes Can Outperform BP-OSD von Wang, Ming, Li, Ang, Mueller, Frank

Inhaltsangabe: “… decoding algorithm. By monitoring bit-level oscillation patterns during BP, our method identifies …”
Volltext

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

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

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

Inhaltsangabe: “… Speculative decoding accelerates autoregressive language models by using a lightweight drafter …”
Volltext

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

Inhaltsangabe: “… propose an efficient plug-and-play decoding algorithm via Visual-Aware Sparsification (VASparse) from …”
Volltext

Computing Weierstrass semigroups and the Feng-Rao distance from singular plane models von Campillo, A., Farran, J. I.

Inhaltsangabe: “… We present an algorithm to compute the Weierstrass semigroup at a point P together with functions …”
Volltext

Synthesis of Annotated Colorectal Cancer Tissue Images from Gland Layout von Deshpande, Srijay, Minhas, Fayyaz, Rajpoot, Nasir

Inhaltsangabe: “… for training and evaluating algorithms in this domain. To address this, we propose an interactive framework …”
Volltext

Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) von Manevich, Avshalom, Tsarfaty, Reut

Inhaltsangabe: “… models. Our findings highlight the potential of further exploration of LVLM-specific decoding algorithms.  …”
Volltext

Generative Diffusion Model-based Compression of MIMO CSI von Kim, Heasung, Lee, Taekyun, Kim, Hyeji, De Veciana, Gustavo, Arfaoui, Mohamed Amine, Koc, Asil, Pietraski, Phil, Zhang, Guodong, Kaewell, John

Inhaltsangabe: “… Information (CSI) compression and reconstruction for feedback in MIMO communications, efficient algorithms …”
Volltext

Robust Multi-Objective Controlled Decoding of Large Language Models von Son, Seongho, Bankes, William, Yoon, Sangwoong, Ramesh, Shyam Sundhar, Tang, Xiaohang, Bogunovic, Ilija

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