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Deep Learning

113 directly classified papers

Papers per year

Papers

Unsupervised Deep Unrolling Networks for Phase Unwrapping CVPR 2024
Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees AAAI 2024
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning AAAI 2024
A General Implicit Framework for Fast NeRF Composition and Rendering AAAI 2024
Neural Physical Simulation with Multi-Resolution Hash Grid Encoding AAAI 2024
Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening AAAI 2024
Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? NIPS 2024
Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations AAAI 2023
EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision CVPR 2023
ECON: Explicit Clothed Humans Optimized via Normal Integration CVPR 2023
AREA: Adaptive Reweighting via Effective Area for Long-Tailed Classification ICCV 2023
PRISE: Demystifying Deep Lucas-Kanade With Strongly Star-Convex Constraints for Multimodel Image Alignment CVPR 2023
Continuous Parametric Optical Flow NIPS 2023
Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States NIPS 2023
DINN360: Deformable Invertible Neural Network for Latitude-Aware 360deg Image Rescaling CVPR 2023
Energy Transformer NIPS 2023
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies AAAI 2022
The Neural Testbed: Evaluating Joint Predictions NIPS 2022
DeepAuth: A DNN Authentication Framework by Model-Unique and Fragile Signature Embedding AAAI 2022
Neural Piecewise-Constant Delay Differential Equations AAAI 2022
DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events AAAI 2022
Surface Reconstruction From Point Clouds by Learning Predictive Context Priors CVPR 2022
Unsupervised Anomaly Detection by Robust Density Estimation AAAI 2022
Deep Learning for Personalized Preoperative Planning of Microsurgical Free Tissue Transfers AAAI 2022
Quantization-Aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging CVPR 2022