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

DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection by Yan, Sheng, fan, Cunhang, Zhang, Hongyu, Yang, Xiaoke, Tao, Jianhua, Lv, Zhao

Table of Contents: “…, such as EEG signals. However, current AAD algorithms overlook the spatial distribution information within EEG…”
Get full text

One-shot Multiple Access Channel Simulation by Nema, Aditya, Sreekumar, Sreejith, Berta, Mario

Table of Contents: “… of bounded size. The achievability relies on a rejection-sampling algorithm to simulate an auxiliary channel…”
Get full text

Assessing and Enhancing Graph Neural Networks for Combinatorial Optimization: Novel Approaches and Application in Maximum Independent Set Problems by Hu, Chenchuhui

Table of Contents: “… compared to the greedy algorithm, for instance. We reproduced Schuetz' Quadratic Unconstrained Binary…”
Get full text

An Approach Towards Learning K-means-friendly Deep Latent Representation by Roy, Debapriya

Table of Contents: “…, the encoder in AE's learns to extract useful features that get decoded at the reconstruction end. A well-known…”
Get full text

A Semantic Communication System for Real-time 3D Reconstruction Tasks by Zhang, Jiaxing, Guo, Luosong, Zhu, Kun, Qiu, Houming

Table of Contents: “… mapping tasks with limited-resource mobile devices. Specifically, we design an encoding-decoding semantic…”
Get full text

ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression by Liu, Guangda, Li, Chengwei, Zhao, Jieru, Zhang, Chenqi, Guo, Minyi

Table of Contents: “… at the granularity of semantic clusters. We design and implement efficient algorithms and systems for clustering…”
Get full text

High-Dimensional Bayesian Optimization via Random Projection of Manifold Subspaces by Nguyen, Quoc-Anh Hoang, Tran, The Hung

Table of Contents: “… works usually use an encode-decoder framework which is either computationally expensive or susceptible…”
Get full text

Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation by Zhuge, Yunzhi, Gu, Hongyu, Zhang, Lu, Qi, Jinqing, Lu, Huchuan

Table of Contents: “…) by proposing an efficient algorithm, termed MTNet, which concurrently exploits motion and temporal cues. Unlike…”
Get full text

Disentangling stellar atmospheric parameters in astronomical spectra using Generative Adversarial Neural Networks by Manteiga, Minia, Santoveña, Raúl, Álvarez, Marco A., Dafonte, Carlos, Penedo, Manuel G., Navarro, Silvana, Corral, Luis

Table of Contents: “… decoder which transform input data into a low-dimensional representation known as latent space. It also…”
Get full text

Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems by Feng, Shangbin, Wang, Zifeng, Goyal, Palash, Wang, Yike, Shi, Weijia, Xia, Huang, Palangi, Hamid, Zettlemoyer, Luke, Tsvetkov, Yulia, Lee, Chen-Yu, Pfister, Tomas

Table of Contents: “…We propose Heterogeneous Swarms, an algorithm to design multi-LLM systems by jointly optimizing…”
Get full text

GigaSLAM: Large-Scale Monocular SLAM with Hierarchical Gaussian Splats by Deng, Kai, Zhang, Yigong, Yang, Jian, Xie, Jin

Table of Contents: “… hierarchical sparse voxel map representation, where Gaussians are decoded by neural networks at multiple levels…”
Get full text

Reducing the Communication of Distributed Model Predictive Control: Autoencoders and Formation Control by Schiz, Torben, Ebel, Henrik

Table of Contents: “… is reduced by the encoder part of the autoencoder prior to communication and reconstructed by the decoder…”
Get full text

MineWorld: a Real-Time and Open-Source Interactive World Model on Minecraft by Guo, Junliang, Ye, Yang, He, Tianyu, Wu, Haoyu, Jiang, Yushu, Pearce, Tim, Bian, Jiang

Table of Contents: “…. In inference, we develop a novel parallel decoding algorithm that predicts the spatial redundant tokens in each…”
Get full text

STCL:Curriculum learning Strategies for deep learning image steganography models by Liu, Fengchun, Zhang, Tong, Zhang, Chunying

Table of Contents: “… multiple algorithmic frameworks, which not only has a high PSNR, SSIM score, and decoding accuracy…”
Get full text

Step1X-Edit: A Practical Framework for General Image Editing by Liu, Shiyu, Han, Yucheng, Xing, Peng, Yin, Fukun, Wang, Rui, Cheng, Wei, Liao, Jiaqi, Wang, Yingming, Fu, Honghao, Han, Chunrui, Li, Guopeng, Peng, Yuang, Sun, Quan, Wu, Jingwei, Cai, Yan, Ge, Zheng, Ming, Ranchen, Xia, Lei, Zeng, Xianfang, Zhu, Yibo, Jiao, Binxing, Zhang, Xiangyu, Yu, Gang, Jiang, Daxin

Table of Contents: “… manipulation. However, there is still a large gap between the open-source algorithm with these closed-source…”
Get full text

Modeling and Performance Analysis for Semantic Communications Based on Empirical Results by Ma, Shuai, Shen, Bin, Zhang, Chuanhui, Wu, Youlong, Li, Hang, Li, Shiyin, Shi, Guangming, Al-Dhahir, Naofal

Table of Contents: “…Due to the black-box characteristics of deep learning based semantic encoders and decoders, finding…”
Get full text

CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture by Frants, Vladimir, Agaian, Sos, Panetta, Karen, Huang, Peter

Table of Contents: “… struggle with combinations of degradations, such as haze and rain-streak. Few algorithms have been…”
Get full text

MRGRP: Empowering Courier Route Prediction in Food Delivery Service with Multi-Relational Graph by Liu, Chang, Yan, Huan, Sui, Hongjie, Wen, Haomin, Yuan, Yuan, Han, Yuyang, Liao, Hongsen, Ding, Xuetao, Hao, Jinghua, Li, Yong

Table of Contents: “… introduce a route decoder that leverages courier information and dynamic distance and time contexts…”
Get full text

TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling by Lin, Weizhe, Li, Xing, Yang, Zhiyuan, Fu, Xiaojin, Zhen, Hui-Ling, Wang, Yaoyuan, Yu, Xianzhi, Liu, Wulong, Li, Xiaosong, Yuan, Mingxuan

Table of Contents: “…, but they incur significant decoding overhead. A key inefficiency source is LRMs often generate redundant thinking…”
Get full text

Continuous Chain of Thought Enables Parallel Exploration and Reasoning by Gozeten, Halil Alperen, Ildiz, M. Emrullah, Zhang, Xuechen, Harutyunyan, Hrayr, Rawat, Ankit Singh, Oymak, Samet

Table of Contents: “… provides new theoretical guarantees and algorithms for CoT2, motivated by logical reasoning tasks…”
Get full text