Risultati della ricerca - (encoding OR Decoding) (algorithm OR algorithmicsics)

Adaptive Quantum Optimized Centroid Initialization di Allgood, Nicholas R., Borle, Ajinkya, Nicholas, Charles K.

Sommario: “...Prototype-based clustering algorithms such as k-means are sensitive to the selection of initial...”
Testo

OCT-SelfNet: A Self-Supervised Framework with Multi-Modal Datasets for Generalized and Robust Retinal Disease Detection di Jannat, Fatema-E, Gholami, Sina, Alam, Minhaj Nur, Tabkhi, Hamed

Sommario: “...Despite the revolutionary impact of AI and the development of locally trained algorithms, achieving...”
Testo

3D-2D Neural Nets for Phase Retrieval in Noisy Interferometric Imaging di Proppe, Andrew H., Thekkadath, Guillaume, England, Duncan, Bustard, Philip J., Bouchard, Frédéric, Lundeen, Jeff S., Sussman, Benjamin J.

Sommario: “... convolutional encoder captures correlations within and between frames to produce a 2D latent space, which...”
Testo

MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis di Furuya, Takahiko

Sommario: “... 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 di Kim, Woo Kyung, Yoo, Minjong, Woo, Honguk

Sommario: “..., 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 di Paul, Steve, Maurer, Nathan, Chowdhury, Souma

Sommario: “...-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 di Xue, Yihao, Gan, Eric, Ni, Jiayi, Joshi, Siddharth, Mirzasoleiman, Baharan

Sommario: “... on top of the encoder during training, then discarding it and using the pre-projection representations...”
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Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures di Dibbo, Sayanton V., Breuer, Adam, Moore, Juston, Teti, Michael

Sommario: “...Recent model inversion attack algorithms permit adversaries to reconstruct a neural network...”
Testo

SLEDGE: Synthesizing Driving Environments with Generative Models and Rule-Based Traffic di Chitta, Kashyap, Dauner, Daniel, Geiger, Andreas

Sommario: “...-to-vector autoencoder. It encodes agents and the lane graph into distinct channels in a rasterized latent...”
Testo

A Constrained Spectral Approximation of Subgrid-Scale Orography on Unstructured Grids di Chew, Ray, Dolaptchiev, Stamen, Wedel, Maja-Sophie, Achatz, Ulrich

Sommario: “... of orographic gravity-wave sources in weather forecasting. A significant hurdle is encoding as much physical...”
Testo

NeSLAM: Neural Implicit Mapping and Self-Supervised Feature Tracking With Depth Completion and Denoising di Deng, Tianchen, Wang, Yanbo, Xie, Hongle, Wang, Hesheng, Wang, Jingchuan, Wang, Danwei, Chen, Weidong

Sommario: “..., which utilizes implicit neural representation to encode 3D scenes. This extension of NeRF to SLAM has...”
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Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning di Semenov, Andrei, Ivanov, Vladimir, Beznosikov, Aleksandr, Gasnikov, Alexander

Sommario: “... Concept Bottleneck Model from pre-trained multi-modal encoder and new CLIP-like architectures...”
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Chemical mass-action systems as analog computers: implementing arithmetic computations at specified speed di Anderson, David F., Joshi, Badal

Sommario: “.... In this context, the inputs to a computation are encoded as initial values of certain chemical species while...”
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MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning di Farina, Matteo, Mancini, Massimiliano, Cunegatti, Elia, Liu, Gaowen, Iacca, Giovanni, Ricci, Elisa

Sommario: “..., the transferable representations already encoded in the pretrained model are a key aspect to preserve. Thus, we...”
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On-chip Real-time Hyperspectral Imager with Full CMOS Resolution Enabled by Massively Parallel Neural Network di Wen, Junren, Gao, Haiqi, Shi, Weiming, Feng, Shuaibo, Hao, Lingyun, Liu, Yujie, Xu, Liang, Shao, Yuchuan, Zhang, Yueguang, Shen, Weidong, Yang, Chenying

Sommario: “... techniques suitable for mass production and the high-speed, high-accuracy reconstruction algorithm for real...”
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Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering di Yao, Jiawei, Qian, Qi, Hu, Juhua

Sommario: “... datasets. However, a major challenge arises as users often do not need all the clusterings that algorithms...”
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The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset di Bellei, Claudio, Xu, Muhua, Phillips, Ross, Robinson, Tom, Weber, Mark, Kaler, Tim, Leiserson, Charles E., Arvind, Chen, Jie

Sommario: “... encodes relational information at a subgroup level (multiple connected nodes) rather than at a node level...”
Testo

TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction di Yin, Shi, Pan, Xinyang, Wang, Fengyan, He, Lixin

Sommario: “... to induce SO(3)-equivariant encodings of various degrees from the learned SO(3)-invariant features...”
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Benchmarking Cross-Domain Audio-Visual Deception Detection di Guo, Xiaobao, Yu, Zitong, Selvaraj, Nithish Muthuchamy, Shen, Bingquan, Kong, Adams Wai-Kin, Kot, Alex C.

Sommario: “... for multi-to-single domain generalization evaluation. We also propose an algorithm to enhance...”
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CLASSP: a Biologically-Inspired Approach to Continual Learning through Adjustment Suppression and Sparsity Promotion di Ludwig, Oswaldo

Sommario: “... of the AdaGrad optimization algorithm. This means that weights that have received many updates should have lower...”
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