Resultados de búsqueda - decoding ((algorithmics OR algorithm) OR (algorithm OR (algorithm OR algorithm)))

Exploring descriptors for titanium microstructure via digital fingerprints from variational autoencoders por White, Michael D., Haribabu, Gowtham Nimmal, Jegadeesan, Jeyapriya Thimukonda, Basu, Bikramjit, Withers, Philip J., Race, Chris P.

Tabla de Contenidos: “… drawn by ML algorithms, which are commonly referred to as "black boxes". Here we explore variational…”
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RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model por Wang, Mingze, Su, Lili, Yan, Cilin, Xu, Sheng, Yuan, Pengcheng, Jiang, Xiaolong, Zhang, Baochang

Tabla de Contenidos: “… and diversity of remote sensing image scenes pose additional challenges, as most algorithms are designed…”
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PosSAM: Panoptic Open-vocabulary Segment Anything por VS, Vibashan, Borse, Shubhankar, Park, Hyojin, Das, Debasmit, Patel, Vishal, Hayat, Munawar, Porikli, Fatih

Tabla de Contenidos: “…. While SAM excels in generating spatially-aware masks, it's decoder falls short in recognizing object…”
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Scheduling Drone and Mobile Charger via Hybrid-Action Deep Reinforcement Learning por Dou, Jizhe, Zhang, Haotian, Sun, Guodong

Tabla de Contenidos: “… learning algorithm to generate latent continuous actions. Motivated by representation learning, we…”
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Bin Packing Optimization via Deep Reinforcement Learning por Wang, Baoying, Dong, Huixu

Tabla de Contenidos: “…, such as the genetic algorithm (GA), emerge as the main issues in highly computational cost and relatively low accuracy…”
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FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model por Song, Zezheng, Yuan, Jiaxin, Yang, Haizhao

Tabla de Contenidos: “… simulation of dynamical systems. Built on a decoder-only transformer architecture with in-context learning…”
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Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation por Gong, Nanxu, Ying, Wangyang, Wang, Dongjie, Fu, Yanjie

Tabla de Contenidos: “… of feature subset redundancy. Building on the collected data, an encoder-decoder-evaluator learning paradigm…”
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Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics por Kutz, J. Nathan, Reza, Maryam, Faraji, Farbod, Knoll, Aaron

Tabla de Contenidos: “…}\times {\bf B}$ technologies, stand to significantly benefit from reduced order modeling algorithms. We…”
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Multi-Agent Inverse Reinforcement Learning in Real World Unstructured Pedestrian Crowds por Chandra, Rohan, Karnan, Haresh, Mehr, Negar, Stone, Peter, Biswas, Joydeep

Tabla de Contenidos: “… present a new multi-agent maximum entropy inverse reinforcement learning algorithm for real world…”
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Near-Field Mobile Tracking: A Framework of Using XL-RIS Information por Wu, Tuo, Pan, Cunhua, Zhi, Kangda, Yao, Junteng, Ren, Hong, Elkashlan, Maged, Yuen, Chau

Tabla de Contenidos: “…-IR) algorithm to reconstruct the high-dimensional XL-RIS information from the low-dimensional BS…”
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A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion por Zhang, Xiaoli, Wang, Liying, Zhao, Libo, Li, Xiongfei, Ma, Siwei

Tabla de Contenidos: “…-branch encoder-decoder architecture along with corresponding fusion layers as the fusion strategy…”
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Enhancing Electrocardiogram Signal Analysis Using NLP-Inspired Techniques: A Novel Approach with Embedding and Self-Attention por Ganguly, Prapti, Ansar, Wazib, Chakrabarti, Amlan

Tabla de Contenidos: “… language, it is conceivable to create NLP-inspired algorithms to help computers comprehend…”
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Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Load Balancing por Jain, Kunal, Parayil, Anjaly, Mallick, Ankur, Choukse, Esha, Qin, Xiaoting, Zhang, Jue, Goiri, Íñigo, Wang, Rujia, Bansal, Chetan, Rühle, Victor, Kulkarni, Anoop, Kofsky, Steve, Rajmohan, Saravan

Tabla de Contenidos: “…Large Language Model (LLM) workloads have distinct prefill and decode phases with different compute…”
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The Mamba in the Llama: Distilling and Accelerating Hybrid Models por Wang, Junxiong, Paliotta, Daniele, May, Avner, Rush, Alexander M., Dao, Tri

Tabla de Contenidos: “… speculative decoding algorithm that accelerates the inference speed of Mamba and hybrid models. Overall we…”
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Retrofitting Temporal Graph Neural Networks with Transformer por Huang, Qiang, Yan, Xiao, Wang, Xin, Rao, Susie Xi, Han, Zhichao, Fu, Fangcheng, Zhang, Wentao, Jiang, Jiawei

Tabla de Contenidos: “… decoder as the backbone model for TGNN to enjoy Transformer's codebase for efficient training…”
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OPUS: Occupancy Prediction Using a Sparse Set por Wang, Jiabao, Liu, Zhaojiang, Meng, Qiang, Yan, Liujiang, Wang, Ke, Yang, Jie, Liu, Wei, Hou, Qibin, Cheng, Ming-Ming

Tabla de Contenidos: “… voxels necessitates complex algorithm designs. To this end, we present a novel perspective…”
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Reduced bit median quantization: A middle process for Efficient Image Compression por Abebayew, Fikresilase Wondmeneh

Tabla de Contenidos: “… the former problem by applying one specific or a combination of different algorithms. However, none…”
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Game of Coding: Sybil Resistant Decentralized Machine Learning with Minimal Trust Assumption por Nodehi, Hanzaleh Akbari, Cadambe, Viveck R., Maddah-Ali, Mohammad Ali

Tabla de Contenidos: “… their rewards (utility) by ensuring that the decoder, as the data collector (DC), successfully recovers the data…”
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Nudging: Inference-time Alignment of LLMs via Guided Decoding por Fei, Yu, Razeghi, Yasaman, Singh, Sameer

Tabla de Contenidos: “… computational overhead. In this work, we propose NUDGING, a simple, training-free algorithm that aligns any base…”
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DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models por Deng, Wenlong, Zhao, Yize, Vakilian, Vala, Chen, Minghui, Li, Xiaoxiao, Thrampoulidis, Christos

Tabla de Contenidos: “… introduce DAREx (DARE the eXtreme), which features two algorithmic improvements: (1) DAREx-q, a rescaling…”
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