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Neural Networks

629 directly classified papers

Papers per year

Papers

Autoinverse: Uncertainty Aware Inversion of Neural Networks NIPS 2022
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution CVPR 2022
Abandoning the Bayer-Filter To See in the Dark CVPR 2022
Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022
ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo CVPR 2022
CVNet: Contour Vibration Network for Building Extraction CVPR 2022
IRON: Inverse Rendering by Optimizing Neural SDFs and Materials From Photometric Images CVPR 2022
Scaling Open vSwitch with a Computational Cache NSDI 2022
NICE-SLAM: Neural Implicit Scalable Encoding for SLAM CVPR 2022
Neural Convolutional Surfaces CVPR 2022
Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model AAAI 2022
HumanNeRF: Free-Viewpoint Rendering of Moving People From Monocular Video CVPR 2022
Ditto: Building Digital Twins of Articulated Objects From Interaction CVPR 2022
Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis CVPR 2022
BANMo: Building Animatable 3D Neural Models From Many Casual Videos CVPR 2022
NeuralHDHair: Automatic High-Fidelity Hair Modeling From a Single Image Using Implicit Neural Representations CVPR 2022
Block-NeRF: Scalable Large Scene Neural View Synthesis CVPR 2022
DoubleField: Bridging the Neural Surface and Radiance Fields for High-Fidelity Human Reconstruction and Rendering CVPR 2022
Towards Real-World Navigation With Deep Differentiable Planners CVPR 2022
Latent Space Simulation for Carbon Capture Design Optimization AAAI 2022
The Grammar-Learning Trajectories of Neural Language Models ACL 2022
Deblur-NeRF: Neural Radiance Fields From Blurry Images CVPR 2022
A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions AAAI 2022
Neural 3D Scene Reconstruction With the Manhattan-World Assumption CVPR 2022
Learning First-Order Rules with Differentiable Logic Program Semantics IJCAI 2022