conftrace_
← Deep Learning
Deep Learning ›

Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
'10
'15
'20
'25

Papers (including subtopics)

Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights NIPS 2014
Deep Recursive Neural Networks for Compositionality in Language NIPS 2014
Attentional Neural Network: Feature Selection Using Cognitive Feedback NIPS 2014
On the Number of Linear Regions of Deep Neural Networks NIPS 2014
Sample Distillation for Object Detection and Image Classification ACML 2014
Structured Denoising Autoencoder for Fault Detection and Analysis ACML 2014
Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings ACML 2014
Avoiding pathologies in very deep networks AISTATS 2014
To go deep or wide in learning? AISTATS 2014
Learning Sparsely Used Overcomplete Dictionaries COLT 2014
Neural Decision Forests for Semantic Image Labelling CVPR 2014
DeepReID: Deep Filter Pairing Neural Network for Person Re-Identification CVPR 2014
Non-rigid Segmentation using Sparse Low Dimensional Manifolds and Deep Belief Networks CVPR 2014
Human Body Shape Estimation Using a Multi-Resolution Manifold Forest CVPR 2014
Leveraging Hierarchical Parametric Networks for Skeletal Joints Based Action Segmentation and Recognition CVPR 2014
Learning Fine-grained Image Similarity with Deep Ranking CVPR 2014
Attributed Graph Mining and Matching: An Attempt to Define and Extract Soft Attributed Patterns CVPR 2014
PANDA: Pose Aligned Networks for Deep Attribute Modeling CVPR 2014
DeepPose: Human Pose Estimation via Deep Neural Networks CVPR 2014
DeepFace: Closing the Gap to Human-Level Performance in Face Verification CVPR 2014
Learning and Transferring Mid-Level Image Representations using Convolutional Neural Networks CVPR 2014
Large-scale Video Classification with Convolutional Neural Networks CVPR 2014
Convolutional Neural Networks for No-Reference Image Quality Assessment CVPR 2014
Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders CVPR 2014
Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses CVPR 2014