Search Results - decoding (algorithm OR (Algorithmssssics OR Algorithmssssics))

Decoding rank metric Reed-Muller codes by Couvreur, Alain, Pratihar, Rakhi

Table of Contents: “…In this article, we investigate the decoding of the rank metric Reed--Muller codes introduced…”
Get full text

Recursive Subproduct Codes with Reed-Muller-like Structure by Siddheshwar, Aditya, Natarajan, Lakshmi Prasad, Krishnan, Prasad

Table of Contents: “… belief propagation decoder and a local graph search algorithm, show instances of subproduct codes…”
Get full text

Deep Joint Source-Channel Coding for Efficient and Reliable Cross-Technology Communication by Yao, Shumin, Xu, Xiaodong, Chen, Hao, Sun, Yaping, Zhao, Qinglin

Table of Contents: “… existing CTC coding algorithms as domain knowledge to guide the encoder-decoder pair to learn…”
Get full text

CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis by Kang, Gyeongjin, Lee, Younggeun, Oh, Seungjun, Park, Eunbyung

Table of Contents: “…, such as images and videos, we need to fulfill three key objectives: 1. fast encoding and decoding time, 2…”
Get full text

DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer by Wei, Jinfeng, Zhang, Xiaofeng

Table of Contents: “… hallucinations by decoding specific weighted layer penalties and redistribution, offering an economical…”
Get full text

Continuous Speculative Decoding for Autoregressive Image Generation by Wang, Zili, Zhang, Robert, Ding, Kun, Yang, Qi, Li, Fei, Xiang, Shiming

Table of Contents: “… Language Models (LLMs), speculative decoding has effectively accelerated discrete autoregressive inference…”
Get full text

PLD+: Accelerating LLM inference by leveraging Language Model Artifacts by Somasundaram, Shwetha, Phukan, Anirudh, Saxena, Apoorv

Table of Contents: “…To reduce the latency associated with autoretrogressive LLM inference, speculative decoding has…”
Get full text

SPIN: Accelerating Large Language Model Inference with Heterogeneous Speculative Models by Chen, Fahao, Li, Peng, Luan, Tom H., Su, Zhou, Deng, Jing

Table of Contents: “…Speculative decoding has been shown as an effective way to accelerate Large Language Model (LLM…”
Get full text

CLaSp: In-Context Layer Skip for Self-Speculative Decoding by Chen, Longze, Shan, Renke, Wang, Huiming, Wang, Lu, Liu, Ziqiang, Luo, Run, Wang, Jiawei, Alinejad-Rokny, Hamid, Yang, Min

Table of Contents: “…Speculative decoding (SD) is a promising method for accelerating the decoding process of Large…”
Get full text

Radiation-Induced Fault Detection in Superconducting Quantum Devices by Vallero, Marzio, Casagranda, Gioele, Vella, Flavio, Rech, Paolo

Table of Contents: “… propose the first algorithm to effectively exploit syndrome information for the efficient detection…”
Get full text

Federated Learning in Offline and Online EMG Decoding: A Privacy and Performance Perspective by Malcolm, Kai, Uribe, César, Yamagami, Momona

Table of Contents: “… neural decoding using high-dimensional electromyography (EMG) across both offline simulations and a real…”
Get full text

Efficient Decoding Methods for Language Models on Encrypted Data by Avitan, Matan, Baruch, Moran, Drucker, Nir, Zimerman, Itamar, Goldberg, Yoav

Table of Contents: “… for secure inference. However, neural text generation requires decoding methods like argmax and sampling…”
Get full text

SpecAttn: Speculating Sparse Attention by Shah, Harsh

Table of Contents: “… SpecAttn, a novel training-free approach that seamlessly integrates with existing speculative decoding…”
Get full text

Conserved Kinematic Representations enable Zero-Shot Decoding in Handwriting BCIs by Ravishankar, Srinivas, de Sa, Virginia

Table of Contents: “… machine learning algorithm for decoding unseen characters. Our model achieves 64% hits@3 retrieval…”
Get full text

Joint Coordinate Regression and Association For Multi-Person Pose Estimation, A Pure Neural Network Approach by Yu, Dongyang, Xie, Yunshi, An, Wangpeng, Zhang, Li, Yao, Yufeng

Table of Contents: “…We introduce a novel one-stage end-to-end multi-person 2D pose estimation algorithm, known as Joint…”
Get full text

InversionView: A General-Purpose Method for Reading Information from Neural Activations by Huang, Xinting, Panwar, Madhur, Goyal, Navin, Hahn, Michael

Table of Contents: “… to practically inspect this subset by sampling from a trained decoder model conditioned on activations…”
Get full text

Soft Partitioning of Latent Space for Semantic Channel Equalization by Hüttebräucker, Tomás, Sana, Mohamed, Strinati, Emilio Calvanese

Table of Contents: “… semantic communications. This approach aims to align the latent spaces of an encoder and a decoder which…”
Get full text

Breaking the Attention Bottleneck by Hilsenbek, Kalle

Table of Contents: “… in the transformer architecture. This algorithm is only uni-directional in the decoder and converges to a static…”
Get full text

Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters by Shyam, Vasudev, Pilault, Jonathan, Shepperd, Emily, Anthony, Quentin, Millidge, Beren

Table of Contents: “… in parallel through a tree reduction. Our algorithm, called Tree Attention, for parallelizing exact attention…”
Get full text

Lightweight Transducer Based on Frame-Level Criterion by Wan, Genshun, Wang, Mengzhi, Mao, Tingzhi, Chen, Hang, Ye, Zhongfu

Table of Contents: “… criterion, which uses the results of the CTC forced alignment algorithm to determine the label for each…”
Get full text