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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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'25

Papers (including subtopics)

BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning CVPR 2018
Perturbative Neural Networks CVPR 2018
Unsupervised Correlation Analysis CVPR 2018
A Biresolution Spectral Framework for Product Quantization CVPR 2018
Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR 2018
Low-Shot Learning With Large-Scale Diffusion CVPR 2018
Joint Pose and Expression Modeling for Facial Expression Recognition CVPR 2018
Lightweight Probabilistic Deep Networks CVPR 2018
Adversarially Learned One-Class Classifier for Novelty Detection CVPR 2018
Defense Against Universal Adversarial Perturbations CVPR 2018
Disentangling Factors of Variation by Mixing Them CVPR 2018
Deformable GANs for Pose-Based Human Image Generation CVPR 2018
Hierarchical Recurrent Attention Networks for Structured Online Maps CVPR 2018
Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR 2018
Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation CVPR 2018
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR 2018
Robust Classification With Convolutional Prototype Learning CVPR 2018
Generative Modeling Using the Sliced Wasserstein Distance CVPR 2018
Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks CVPR 2018
Cross-View Image Synthesis Using Conditional GANs CVPR 2018
Sparse, Smart Contours to Represent and Edit Images CVPR 2018
Facelet-Bank for Fast Portrait Manipulation CVPR 2018
Visual to Sound: Generating Natural Sound for Videos in the Wild CVPR 2018
An Analysis of Scale Invariance in Object Detection ­ SNIP CVPR 2018
Zero-Shot Sketch-Image Hashing CVPR 2018