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Deep Learning

66,648 papers (25 classified directly here)

Subtopics

Learning Types (28,663) Architectures (27,448) Models (16,617) Techniques (8,241) Optimization & Theory (6,829) Application Areas (46)

Papers per year

2
65
428
6150
10854
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Papers (including subtopics)

Free Supervision From Video Games CVPR 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR 2018
SurfConv: Bridging 3D and 2D Convolution for RGBD Images CVPR 2018
Learning Patch Reconstructability for Accelerating Multi-View Stereo CVPR 2018
Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection CVPR 2018
Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR 2018
Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR 2018
Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Fully Convolutional Network CVPR 2018
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR 2018
What Do Deep Networks Like to See? CVPR 2018
“Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR 2018
Detect Globally, Refine Locally: A Novel Approach to Saliency Detection CVPR 2018
Beyond the Pixel-Wise Loss for Topology-Aware Delineation CVPR 2018
Image Blind Denoising With Generative Adversarial Network Based Noise Modeling CVPR 2018
MoNet: Moments Embedding Network CVPR 2018
Densely Connected Pyramid Dehazing Network CVPR 2018
Universal Denoising Networks : A Novel CNN Architecture for Image Denoising CVPR 2018
Learning Convolutional Networks for Content-Weighted Image Compression CVPR 2018
Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation CVPR 2018
Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos CVPR 2018
Flow Guided Recurrent Neural Encoder for Video Salient Object Detection CVPR 2018
Gated Fusion Network for Single Image Dehazing CVPR 2018
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations CVPR 2018
Non-Blind Deblurring: Handling Kernel Uncertainty With CNNs CVPR 2018
Learning to See in the Dark CVPR 2018