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Deep Learning

1752 directly classified papers

Papers per year

Papers

Digital Gimbal: End-to-End Deep Image Stabilization With Learnable Exposure Times CVPR 2021
Neural Side-by-Side: Predicting Human Preferences for No-Reference Super-Resolution Evaluation CVPR 2021
Relevance-CAM: Your Model Already Knows Where To Look CVPR 2021
KeepAugment: A Simple Information-Preserving Data Augmentation Approach CVPR 2021
Deep Video Matting via Spatio-Temporal Alignment and Aggregation CVPR 2021
Continuous Face Aging via Self-Estimated Residual Age Embedding CVPR 2021
RefineMask: Towards High-Quality Instance Segmentation With Fine-Grained Features CVPR 2021
Learning To Restore Hazy Video: A New Real-World Dataset and a New Method CVPR 2021
NeRD: Neural 3D Reflection Symmetry Detector CVPR 2021
IronMask: Modular Architecture for Protecting Deep Face Template CVPR 2021
Pixel-Wise Anomaly Detection in Complex Driving Scenes CVPR 2021
Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow CVPR 2021
CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching CVPR 2021
Adaptive Consistency Prior Based Deep Network for Image Denoising CVPR 2021
FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021
Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection CVPR 2021
Projecting Your View Attentively: Monocular Road Scene Layout Estimation via Cross-View Transformation CVPR 2021
Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition CVPR 2021
Seesaw Loss for Long-Tailed Instance Segmentation CVPR 2021
Differentiable Patch Selection for Image Recognition CVPR 2021
Deep Polarization Imaging for 3D Shape and SVBRDF Acquisition CVPR 2021
T-vMF Similarity for Regularizing Intra-Class Feature Distribution CVPR 2021
FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise CVPR 2021
Learnable Graph Matching: Incorporating Graph Partitioning With Deep Feature Learning for Multiple Object Tracking CVPR 2021
Blind Deblurring for Saturated Images CVPR 2021