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

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

Table of Contents: “… simple neural circuits can represent information. A genetic algorithm was used to optimize parameters…”
Get full text

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

Table of Contents: “…, though no known efficient decoding algorithm exists for them. In this work, we propose strategies…”
Get full text

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

Table of Contents: “…), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods…”
Get full text

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

Table of Contents: “… extra overheads. We propose SPEQ, an algorithm-hardware co-designed speculative decoding method…”
Get full text

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

Table of Contents: “… high encoding and decoding complexity due to the use of dense codebook matrices. In this paper, we…”
Get full text

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

Table of Contents: “… models. However, in production inference, request batching and speculative decoding significantly amplify…”
Get full text

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

Table of Contents: “…), a tree-search decoding algorithm that aligns its search policy with the remaining token budget…”
Get full text

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

Table of Contents: “…-rate regimes. In this paper, we introduce a layered normalized min-sum (LNMS) message-passing decoding…”
Get full text

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

Table of Contents: “… hearing devices aim to overcome this limitation by decoding the listener's auditory attention from neural…”
Get full text

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

Table of Contents: “… this through a hybrid learned-algorithmic approach. A segmentation network (EfficientNet-B0 encoder with U-Net…”
Get full text

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

Table of Contents: “… decoding. Spiking Neural Networks (SNNs) deployed on neuromorphic hardware have demonstrated remarkable…”
Get full text

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

Table of Contents: “… decoding algorithm. By monitoring bit-level oscillation patterns during BP, our method identifies…”
Get full text

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

Table of Contents: “… that is cubic with the number of antennas. In this work, we propose novel efficient decoding algorithms…”
Get full text

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

Table of Contents: “…Speculative decoding accelerates autoregressive language models by using a lightweight drafter…”
Get full text

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

Table of Contents: “… propose an efficient plug-and-play decoding algorithm via Visual-Aware Sparsification (VASparse) from…”
Get full text

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

Table of Contents: “… We present an algorithm to compute the Weierstrass semigroup at a point P together with functions…”
Get full text

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

Table of Contents: “… for training and evaluating algorithms in this domain. To address this, we propose an interactive framework…”
Get full text

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

Table of Contents: “… models. Our findings highlight the potential of further exploration of LVLM-specific decoding algorithms. …”
Get full text

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

Table of Contents: “… Information (CSI) compression and reconstruction for feedback in MIMO communications, efficient algorithms…”
Get full text

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

Table of Contents: “…We introduce Robust Multi-Objective Decoding (RMOD), a novel inference-time algorithm that robustly…”
Get full text