Risultati della ricerca - decoding ((algorithm OR Algorithms) OR (algorithmics OR algorithmics))

Multi-Agent Inverse Reinforcement Learning in Real World Unstructured Pedestrian Crowds di Chandra, Rohan, Karnan, Haresh, Mehr, Negar, Stone, Peter, Biswas, Joydeep

Sommario: “... present a new multi-agent maximum entropy inverse reinforcement learning algorithm for real world...”
Testo

Near-Field Mobile Tracking: A Framework of Using XL-RIS Information di Wu, Tuo, Pan, Cunhua, Zhi, Kangda, Yao, Junteng, Ren, Hong, Elkashlan, Maged, Yuen, Chau

Sommario: “...-IR) algorithm to reconstruct the high-dimensional XL-RIS information from the low-dimensional BS...”
Testo

A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion di Zhang, Xiaoli, Wang, Liying, Zhao, Libo, Li, Xiongfei, Ma, Siwei

Sommario: “...-branch encoder-decoder architecture along with corresponding fusion layers as the fusion strategy...”
Testo

Enhancing Electrocardiogram Signal Analysis Using NLP-Inspired Techniques: A Novel Approach with Embedding and Self-Attention di Ganguly, Prapti, Ansar, Wazib, Chakrabarti, Amlan

Sommario: “... language, it is conceivable to create NLP-inspired algorithms to help computers comprehend...”
Testo

Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Load Balancing di 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

Sommario: “...Large Language Model (LLM) workloads have distinct prefill and decode phases with different compute...”
Testo

The Mamba in the Llama: Distilling and Accelerating Hybrid Models di Wang, Junxiong, Paliotta, Daniele, May, Avner, Rush, Alexander M., Dao, Tri

Sommario: “... speculative decoding algorithm that accelerates the inference speed of Mamba and hybrid models. Overall we...”
Testo

Retrofitting Temporal Graph Neural Networks with Transformer di Huang, Qiang, Yan, Xiao, Wang, Xin, Rao, Susie Xi, Han, Zhichao, Fu, Fangcheng, Zhang, Wentao, Jiang, Jiawei

Sommario: “... decoder as the backbone model for TGNN to enjoy Transformer's codebase for efficient training...”
Testo

OPUS: Occupancy Prediction Using a Sparse Set di Wang, Jiabao, Liu, Zhaojiang, Meng, Qiang, Yan, Liujiang, Wang, Ke, Yang, Jie, Liu, Wei, Hou, Qibin, Cheng, Ming-Ming

Sommario: “... voxels necessitates complex algorithm designs. To this end, we present a novel perspective...”
Testo

Reduced bit median quantization: A middle process for Efficient Image Compression di Abebayew, Fikresilase Wondmeneh

Sommario: “... 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 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...”
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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