Risultati della ricerca - decoding (algorithm OR (algorithmics OR (Algorithmssics OR algorithmssics)))

Game of Coding: Sybil Resistant Decentralized Machine Learning with Minimal Trust Assumption di Nodehi, Hanzaleh Akbari, Cadambe, Viveck R., Maddah-Ali, Mohammad Ali

Sommario: “... their rewards (utility) by ensuring that the decoder, as the data collector (DC), successfully recovers the data...”
Testo

Nudging: Inference-time Alignment of LLMs via Guided Decoding di Fei, Yu, Razeghi, Yasaman, Singh, Sameer

Sommario: “... computational overhead. In this work, we propose NUDGING, a simple, training-free algorithm that aligns any base...”
Testo

DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models di Deng, Wenlong, Zhao, Yize, Vakilian, Vala, Chen, Minghui, Li, Xiaoxiao, Thrampoulidis, Christos

Sommario: “... introduce DAREx (DARE the eXtreme), which features two algorithmic improvements: (1) DAREx-q, a rescaling...”
Testo

Pyramid Vector Quantization for LLMs di van der Ouderaa, Tycho F. A., Croci, Maximilian L., Hilmkil, Agrin, Hensman, James

Sommario: “... by projecting points onto the 1-sphere, which allows for efficient encoding and decoding without requiring...”
Testo

AGSENet: A Robust Road Ponding Detection Method for Proactive Traffic Safety di Zhang, Ronghui, Yang, Shangyu, Lyu, Dakang, Wang, Zihan, Chen, Junzhou, Ren, Yilong, Gao, Bolin, Lv, Zhihan

Sommario: “... by fusing spatial and channel information. The SSIE module, embedded in the decoder, refines edge features...”
Testo

A scalable generative model for dynamical system reconstruction from neuroimaging data di Volkmann, Eric, Brändle, Alena, Durstewitz, Daniel, Koppe, Georgia

Sommario: “... of signals render the SSM's decoder model non-invertible, a requirement for previous TF-based methods. Here...”
Testo

PGSO: Prompt-based Generative Sequence Optimization Network for Aspect-based Sentiment Analysis di Dong, Hao, Wei, Wei

Sommario: “... to paraphrase training targets for enhanced decoding, ignoring the internal optimizations on generative models...”
Testo

Enhancing Large-scale UAV Route Planing with Global and Local Features via Reinforcement Graph Fusion di Zhou, Tao, Ye, Kai, Shi, Zeyu, Lin, Jiajing, Xu, Dejun, Jiang, Min

Sommario: “... by graph fusion. Finally, we implement a decoding strategy customizable to the user's requirements...”
Testo

Mask-RadarNet: Enhancing Transformer With Spatial-Temporal Semantic Context for Radar Object Detection in Autonomous Driving di Wu, Yuzhi, Liu, Jun, Jiang, Guangfeng, Liu, Weijian, Orlando, Danilo

Sommario: “... decoder is added to our model to aggregate prior maps generated from the CMAM. Experiments on the CRUW...”
Testo

Interoceptive Robots for Convergent Shared Control in Collaborative Construction Work di Zhou, Xiaoshan, Menassa, Carol C., Kamat, Vineet R.

Sommario: “... by integrating the legacy of heuristic costs from grid/graph-based algorithms with recent advances...”
Testo

High Efficiency Wiener Filter-based Point Cloud Quality Enhancement for MPEG G-PCC di Wei, Yuxuan, Wang, Zehan, Guo, Tian, Liu, Hao, Shen, Liquan, Yuan, Hui

Sommario: “... be integrated into the encoder and decoder pipeline of G-PCC to improve the reconstruction quality as well...”
Testo

Enhancing LLM-based Quantum Code Generation with Multi-Agent Optimization and Quantum Error Correction di Campbell, Charlie, Chen, Hao Mark, Luk, Wayne, Fan, Hongxiang

Sommario: “... analyzer with multi-pass inference, alongside an error correction code decoder. We also examine...”
Testo

SparseMeXT Unlocking the Potential of Sparse Representations for HD Map Construction di Jiang, Anqing, Chai, Jinhao, Gao, Yu, Wang, Yiru, Heng, Yuwen, Sun, Zhigang, Sun, Hao, Zhao, Zezhong, Sun, Li, Zhou, Jian, Zhu, Lijuan, Xu, Shugong, Zhao, Hao

Sommario: “... and algorithmic improvements that bridge the gap with--and ultimately surpass--dense approaches. We introduce a...”
Testo

VLA-RL: Towards Masterful and General Robotic Manipulation with Scalable Reinforcement Learning di Lu, Guanxing, Guo, Wenkai, Zhang, Chubin, Zhou, Yuheng, Jiang, Haonan, Gao, Zifeng, Tang, Yansong, Wang, Ziwei

Sommario: “... this limitation. We present VLA-RL, an algorithmic and systematic framework that leverages online reinforcement...”
Testo

MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE di Huang, Zongle, Zhu, Lei, Zhan, Zongyuan, Hu, Ting, Mao, Weikai, Yu, Xianzhi, Liu, Yongpan, Zhang, Tianyu

Sommario: “... achieve better performance with less computation. Speculative decoding (SD) is a widely used technique...”
Testo

Design Automation in Quantum Error Correction di Ghosh, Archisman, Chatterjee, Avimita, Ghosh, Swaroop

Sommario: “... algorithmic $T$-gate optimization, modified surface code architecture to incorporate lesser qubit overhead...”
Testo

Exploiting scattering-based point spread functions for snapshot 5D and modality-switchable lensless imaging di Zheng, Ze, Liu, Baolei, Song, Jiaqi, Zhu, Muchen, Wang, Yao, Tian, Menghan, Xiong, Ying, Yang, Zhaohua, Zhong, Xiaolan, McGloin, David, Wang, Fan

Sommario: “... diffuser, and subsequently decoded using a compressed sensing algorithm at the sampling rate of 2.5...”
Testo

EC2MoE: Adaptive End-Cloud Pipeline Collaboration Enabling Scalable Mixture-of-Experts Inference di Yang, Zheming, Hu, Yunqing, Sun, Sheng, Ji, Wen

Sommario: “... to accelerate MoE inference. This includes an encoder-decoder structure based on low-rank compression, which...”
Testo

P/D-Device: Disaggregated Large Language Model between Cloud and Devices di Jin, Yibo, Xu, Yixu, Chen, Yue, Wang, Chengbin, Wang, Tao, Huang, Jiaqi, Zhang, Rongfei, Dong, Yiming, Yan, Yuting, Cheng, Ke, Zhu, Yingjie, Wang, Shulan, Tang, Qianqian, Meng, Shuaishuai, Cheng, Guanxin, Wang, Ze, Miao, Shuyan, Wang, Ketao, Liu, Wen, Yang, Yifan, Zhang, Tong, Wang, Anran, Lu, Chengzhou, Dong, Tiantian, Zhang, Yongsheng, Wang, Zhe, Guo, Hefei, Liu, Hongjie, Lu, Wei, Zhang, Zhengyong

Sommario: “... for enhanced performance. However, too many tokens generated in decoding phase, i.e., occupying the resources...”
Testo

SparkUI-Parser: Enhancing GUI Perception with Robust Grounding and Parsing di Jing, Hongyi, Chen, Jiafu, Rao, Chen, Dang, Ziqiang, Teng, Jiajie, Chu, Tianyi, Mo, Juncheng, Fang, Shuo, Lin, Huaizhong, Lv, Rui, Ma, Chenguang, Zhao, Lei

Sommario: “... Large Language Model (MLLM) with an additional token router and coordinate decoder. This effectively...”
Testo