Risultati della ricerca - encoding (algorithm OR (algorithmics OR (Algorithmsssssics OR algorithmicsics)))

Towards Effective and Efficient Non-autoregressive decoders for Conformer and LLM-based ASR using Block-based Attention Mask di Wang, Tianzi, Xie, Xurong, Jin, Zengrui, Geng, Mengzhe, Deng, Jiajun, Li, Zhaoqing, Hu, Shoukang, Hu, Shujie, Li, Guinan, Cui, Mingyu, Meng, Helen, Liu, Xunying

Sommario: “... beam search algorithm is designed to dynamically fuse Connectionist Temporal Classification (CTC), AR...”
Testo

Transformers know more than they can tell -- Learning the Collatz sequence di Charton, François, Narayanan, Ashvni

Sommario: “...$ is even, $u_{n+1}=(3u_n+1)/2$ if $u_n$ is odd). Model accuracy varies with the base used to encode input...”
Testo

Multiplexed SiPM Readout of Plastic Scintillating Fiber Detector for Muon Tomography di Lv, Chenghan, Hu, Kun, Li, Huiling, Liang, Hui, Liu, Cong, Wang, Hongbo, Wu, Zibing, Xu, Weiwei

Sommario: “... multiplexing scheme based on a diode-based symmetric charge division circuit combined with a position-encoding...”
Testo

Predicting liquid properties and behavior via droplet pinch-off and machine learning di Wang, Jingtao, Chen, Qiwei, Constante-Amores, C Ricardo, Gorse, Denise, Castrejon-Pita, Alfonso Arturo, Castrejon-Pita, Jose Rafael

Sommario: “..., and consequently the resulting morphology nearing pinch-off, encode sufficient physical information for machine...”
Testo

Data assimilation and discrepancy modeling with shallow recurrent decoders di Bao, Yuxuan, Kutz, J. Nathan

Sommario: “... variables using real sensor data to accurately reconstruct the full system state. Furthermore, our algorithm...”
Testo

Jointly Optimal Policies for Remote Estimation of Autoregressive Markov Processes over Time-Correlated Fading Channel di Dutta, Manali, Singh, Rahul, Bhatnagar, Shalabh

Sommario: “... remote estimator. The sensor observes the process and sends encoded observations to the estimator...”
Testo

GRL-SNAM: Geometric Reinforcement Learning with Path Differential Hamiltonians for Simultaneous Navigation and Mapping in Unknown Environments di Ellendula, Aditya Sai, Wang, Yi, Nguyen, Minh, Bajaj, Chandrajit

Sommario: “... preemptive navigation algorithms and other reinforcement learning methods by relying exclusively on local...”
Testo

Learning and Optimizing the Efficacy of Spatio-Temporal Task Allocation under Temporal and Resource Constraints di Liu, Jiazhen, Neville, Glen, Park, Jinwoo, Chernova, Sonia, Ravichandar, Harish

Sommario: “... the efficacy of allocations as trait-efficacy maps. These maps encode how the aggregated capabilities assigned...”
Testo

Rethinking Recurrent Neural Networks for Time Series Forecasting: A Reinforced Recurrent Encoder with Prediction-Oriented Proximal Policy Optimization di Lai, Xin, Deng, Shiming, Yu, Lu, Lai, Yumin, Qiao, Shenghao, Zhang, Xinze

Sommario: “... an encoder-only strategy with sliding historical windows as inputs to forecast future values. However...”
Testo

Overcoming the Retrieval Barrier: Indirect Prompt Injection in the Wild for LLM Systems di Chang, Hongyan, Bao, Ergute, Luo, Xinjian, Yu, Ting

Sommario: “... retrieval and an attack fragment that encodes arbitrary attack objectives. Based on this idea, we design...”
Testo

BlindU: Blind Machine Unlearning without Revealing Erasing Data di Wang, Weiqi, Tian, Zhiyi, Zhang, Chenhan, Yu, Shui

Sommario: “... and their labels. For the FL model training, we employ the information bottleneck (IB) mechanism. The encoder...”
Testo

SDCoNet: Saliency-Driven Multi-Task Collaborative Network for Remote Sensing Object Detection di Qi, Ruo, Dai, Linhui, Qin, Yusong, Yang, Chaolei, Li, Yanshan

Sommario: “... task specificity. SDCoNet employs the swin transformer-based shared encoder, where hierarchical window...”
Testo

A Curriculum-Based Deep Reinforcement Learning Framework for the Electric Vehicle Routing Problem di Daysalilar, Mertcan, Uyguroglu, Fuat, Nicolosi, Gabriel, Meyers, Adam

Sommario: “... phases, the framework employs a modified proximal policy optimization algorithm with phase-specific...”
Testo

Computational Complexity of Physical Counting di Simas, Tristan

Sommario: “... polynomial algorithms. Under ETH, succinct encodings carry $2^{Ω(n)}$ lower bounds. Verification requires...”
Testo

Occlusion-Free Conformal Lensing for Spatiotemporal Visualization in 3D Urban Analytics di Mota, Roberta, Silva, Julio D., Miranda, Fabio, Alim, Usman, Sharlin, Ehud, Ferreira, Nivan

Sommario: “... mapping algorithm. The mapping process first partitions irregular building footprints into smaller...”
Testo

Scaling Laws for Embedding Dimension in Information Retrieval di Killingback, Julian, Rafiee, Mahta, Manas, Madine, Zamani, Hamed

Sommario: “...Dense retrieval, which encodes queries and documents into a single dense vector, has become...”
Testo

Mind the Gap: Learning Implicit Impedance in Visuomotor Policies via Intent-Execution Mismatch di Xu, Cuijie, Zheng, Shurui, Su, Zihao, Xu, Yuanfan, Yi, Tinghao, Zhang, Xudong, Wang, Jian, Wang, Yu, Yu, Jinchen

Sommario: “... that physically encodes implicit interaction forces and algorithmically reveals the operator's strategy...”
Testo

Optimal-Time Mapping in Run-Length Compressed PBWT di Bonizzoni, Paola, Cozzi, Davide, Gao, Younan

Sommario: “... to the PBWT, underpinning many algorithms based on the PBWT for haplotype matching and related analyses...”
Testo

ExpressMind: A Multimodal Pretrained Large Language Model for Expressway Operation di Wang, Zihe, Wang, Yihuan, Cui, Haiyang Yu. Zhiyong, Liao, Xiaojian, Wang, Chengcheng, Tian, Yonglin, Tong, Yongxin

Sommario: “...) are increasingly applied in intelligent transportation, advancing traffic models from algorithmic to cognitive...”
Testo

FALQON-MST: A Fully Quantum Framework for Graph Optimization in Vision Systems di Pexe, Guilherme E. L., Rattighieri, Lucas A. M., Passos, Leandro A., Rodrigues, Douglas, Jodas, Danilo S., Papa, João P., da Costa, Kelton A. P.

Sommario: “... propose and evaluate a fully quantum pipeline for computing MSTs using the FALQON algorithm, a feedback...”
Testo