conftrace_

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)

Building powerful and equivariant graph neural networks with structural message-passing NIPS 2020
Mutual exclusivity as a challenge for deep neural networks NIPS 2020
Rational neural networks NIPS 2020
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks NIPS 2020
Scalable Graph Neural Networks via Bidirectional Propagation NIPS 2020
STLnet: Signal Temporal Logic Enforced Multivariate Recurrent Neural Networks NIPS 2020
Implicit Rank-Minimizing Autoencoder NIPS 2020
STEER : Simple Temporal Regularization For Neural ODE NIPS 2020
Finite Versus Infinite Neural Networks: an Empirical Study NIPS 2020
Optimizing Mode Connectivity via Neuron Alignment NIPS 2020
Why are Adaptive Methods Good for Attention Models? NIPS 2020
Calibrating CNNs for Lifelong Learning NIPS 2020
Sparse Weight Activation Training NIPS 2020
Neural Sparse Voxel Fields NIPS 2020
Learning efficient task-dependent representations with synaptic plasticity NIPS 2020
Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous GNNs NIPS 2020
Label-Aware Neural Tangent Kernel: Toward Better Generalization and Local Elasticity NIPS 2020
On the linearity of large non-linear models: when and why the tangent kernel is constant NIPS 2020
PLLay: Efficient Topological Layer based on Persistent Landscapes NIPS 2020
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations NIPS 2020
Random Walk Graph Neural Networks NIPS 2020
Bayesian Attention Modules NIPS 2020
Path Integral Based Convolution and Pooling for Graph Neural Networks NIPS 2020
Gaussian Gated Linear Networks NIPS 2020
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding NIPS 2020