Resultados de búsqueda - (endededededecoding OR (encoding OR Decoding)) (algorithmics OR (algorithm OR algorithm))

Deep Reinforcement Learning for Inventory Networks: Toward Reliable Policy Optimization por Alvo, Matias, Russo, Daniel, Kanoria, Yash, Lee, Minuk

Tabla de Contenidos: “… algorithm, and significantly outperforms generalized newsvendor heuristics on problems using real time…”
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Rank-Transformed Dissimilarity Profiles for High-Dimensional Classification por Mo, Xiangbo, Chen, Hao

Tabla de Contenidos: “… on this representation, we introduce a rank-transformed algorithm that converts dissimilarities into class-wise rank…”
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Cut Sparsification and Succinct Representation of Submodular Hypergraphs por Kenneth, Yotam, Krauthgamer, Robert

Tabla de Contenidos: “…, and it arises in machine learning, combinatorial optimization, and algorithmic game theory. Previous work…”
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Improved Cryo-EM Pose Estimation and 3D Classification through Latent-Space Disentanglement por Chen, Weijie, Wang, Yuhang, Yao, Lin

Tabla de Contenidos: “… conformational classification. In popular cryo-EM reconstruction algorithms, poses and conformation…”
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High-threshold and low-overhead fault-tolerant quantum memory por Bravyi, Sergey, Cross, Andrew W., Gambetta, Jay M., Maslov, Dmitri, Rall, Patrick, Yoder, Theodore J.

Tabla de Contenidos: “… algorithm. Here we present an end-to-end quantum error correction protocol that implements fault-tolerant…”
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Quantum computation of stopping power for inertial fusion target design por Rubin, Nicholas C., Berry, Dominic W., Kononov, Alina, Malone, Fionn D., Khattar, Tanuj, White, Alec, Lee, Joonho, Neven, Hartmut, Babbush, Ryan, Baczewski, Andrew D.

Tabla de Contenidos: “… block encodings of Su et al. [PRX Quantum 2, 040332 2021], adapting and optimizing those algorithms…”
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Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective por Arcolezi, Héber H., Gambs, Sébastien

Tabla de Contenidos: “… on the centralized model (e.g., in auditing the DP-SGD algorithm), we advocate for extending this approach to audit…”
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A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers por Bastico, Matteo, Ryckelynck, David, Corté, Laurent, Tillier, Yannick, Decencière, Etienne

Tabla de Contenidos: “…) and Computerized Tomography (CT) scans. This heterogeneity is a challenge for cross-modality algorithms that should…”
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Precision ground-state energy calculation for the water molecule on a superconducting quantum processor por Jones, Michael A., Vallury, Harish J., Hollenberg, Lloyd C. L.

Tabla de Contenidos: “… algorithms introduced to tackle these problems struggle to meet the accuracy and precision requirements…”
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Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning por Chen, Paula, Meng, Tingwei, Zou, Zongren, Darbon, Jérôme, Karniadakis, George Em

Tabla de Contenidos: “… is intrinsically encoded in the solution to the HJ PDE. As a result, existing HJ PDE solvers and optimal control…”
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CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA Images por Abbas, Syed Farhan, Duc, Nguyen Thanh, Song, Yoonguu, Kim, Kyungwon, Srivastava, Ekta, Lee, Boreom

Tabla de Contenidos: “… resonance angiography (TOF-MRA) is assessed visually, making it time-consuming. The commonly used encoder…”
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Brain-Inspired Spiking Neural Networks for Industrial Fault Diagnosis: A Survey, Challenges, and Opportunities por Wang, Huan, Li, Yan-Fu, Gryllias, Konstantinos

Tabla de Contenidos: “… (ANNs) has been instrumental in augmenting intelligent IFD algorithms, particularly in the context…”
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CrisisKAN: Knowledge-infused and Explainable Multimodal Attention Network for Crisis Event Classification por Gupta, Shubham, Saini, Nandini, Kundu, Suman, Das, Debasis

Tabla de Contenidos: “… features of image and text modalities due to inconsistent encoding. Also, the black-box nature of models…”
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Adaptive Quantum Optimized Centroid Initialization por Allgood, Nicholas R., Borle, Ajinkya, Nicholas, Charles K.

Tabla de Contenidos: “…Prototype-based clustering algorithms such as k-means are sensitive to the selection of initial…”
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OCT-SelfNet: A Self-Supervised Framework with Multi-Modal Datasets for Generalized and Robust Retinal Disease Detection por Jannat, Fatema-E, Gholami, Sina, Alam, Minhaj Nur, Tabkhi, Hamed

Tabla de Contenidos: “…Despite the revolutionary impact of AI and the development of locally trained algorithms, achieving…”
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3D-2D Neural Nets for Phase Retrieval in Noisy Interferometric Imaging por Proppe, Andrew H., Thekkadath, Guillaume, England, Duncan, Bustard, Philip J., Bouchard, Frédéric, Lundeen, Jeff S., Sussman, Benjamin J.

Tabla de Contenidos: “… convolutional encoder captures correlations within and between frames to produce a 2D latent space, which…”
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MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis por Furuya, Takahiko

Tabla de Contenidos: “… for practical 3D point set analysis. The proposed algorithm, called MaskLRF, learns rotation-invariant…”
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Robust Policy Learning via Offline Skill Diffusion por Kim, Woo Kyung, Yoo, Minjong, Woo, Honguk

Tabla de Contenidos: “…, we devise a guided diffusion-based skill decoder in conjunction with the hierarchical encoding…”
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Bigraph Matching Weighted with Learnt Incentive Function for Multi-Robot Task Allocation por Paul, Steve, Maurer, Nathan, Chowdhury, Souma

Tabla de Contenidos: “…-making, which is often achieved using heuristics-aided methods such as genetic algorithms, auction-based…”
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Investigating the Benefits of Projection Head for Representation Learning por Xue, Yihao, Gan, Eric, Ni, Jiayi, Joshi, Siddharth, Mirzasoleiman, Baharan

Tabla de Contenidos: “… on top of the encoder during training, then discarding it and using the pre-projection representations…”
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