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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
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2915
3174
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Papers (including subtopics)

Soft Threshold Weight Reparameterization for Learnable Sparsity ICML 2020
Self-Attentive Associative Memory ICML 2020
Estimating Model Uncertainty of Neural Networks in Sparse Information Form ICML 2020
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression ICML 2020
Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface Networks ICML 2020
Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability ICML 2020
Evolutionary Topology Search for Tensor Network Decomposition ICML 2020
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr ICML 2020
Extrapolation for Large-batch Training in Deep Learning ICML 2020
Time-aware Large Kernel Convolutions ICML 2020
Differentiating through the Fréchet Mean ICML 2020
Working Memory Graphs ICML 2020
A Mean Field Analysis Of Deep ResNet And Beyond: Towards Provably Optimization Via Overparameterization From Depth ICML 2020
Learning Algebraic Multigrid Using Graph Neural Networks ICML 2020
How recurrent networks implement contextual processing in sentiment analysis ICML 2020
Optimal transport mapping via input convex neural networks ICML 2020
Emergence of Separable Manifolds in Deep Language Representations ICML 2020
Training Binary Neural Networks using the Bayesian Learning Rule ICML 2020
VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable Data Steps for Video Processing ICML 2020
Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules ICML 2020
Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time ICML 2020
Topological Autoencoders ICML 2020
Unique Properties of Flat Minima in Deep Networks ICML 2020
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020
Voice Separation with an Unknown Number of Multiple Speakers ICML 2020