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)

Tree-to-tree Neural Networks for Program Translation NIPS 2018
How to Start Training: The Effect of Initialization and Architecture NIPS 2018
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices NIPS 2018
Approximating Real-Time Recurrent Learning with Random Kronecker Factors NIPS 2018
Hyperbolic Neural Networks NIPS 2018
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks NIPS 2018
Invertibility of Convolutional Generative Networks from Partial Measurements NIPS 2018
A^2-Nets: Double Attention Networks NIPS 2018
Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding NIPS 2018
Relational recurrent neural networks NIPS 2018
Improved Expressivity Through Dendritic Neural Networks NIPS 2018
Recurrent Transformer Networks for Semantic Correspondence NIPS 2018
Variational Memory Encoder-Decoder NIPS 2018
Hierarchical Graph Representation Learning with Differentiable Pooling NIPS 2018
Learning long-range spatial dependencies with horizontal gated recurrent units NIPS 2018
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks NIPS 2018
Parsimonious Bayesian deep networks NIPS 2018
Learning Versatile Filters for Efficient Convolutional Neural Networks NIPS 2018
Neural Nearest Neighbors Networks NIPS 2018
LF-Net: Learning Local Features from Images NIPS 2018
CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces NIPS 2018
PointCNN: Convolution On X-Transformed Points NIPS 2018
Mean-field theory of graph neural networks in graph partitioning NIPS 2018
Non-Local Recurrent Network for Image Restoration NIPS 2018
Fast 3D Modeling with Approximated Convolutional Kernels CORL 2018