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)

Momentum Residual Neural Networks ICML 2021
Meta-Learning Bidirectional Update Rules ICML 2021
Towards Understanding Learning in Neural Networks with Linear Teachers ICML 2021
E(n) Equivariant Graph Neural Networks ICML 2021
Equivariant message passing for the prediction of tensorial properties and molecular spectra ICML 2021
Connecting Sphere Manifolds Hierarchically for Regularization ICML 2021
Learning Intra-Batch Connections for Deep Metric Learning ICML 2021
Equivariant Networks for Pixelized Spheres ICML 2021
SparseBERT: Rethinking the Importance Analysis in Self-attention ICML 2021
AGENT: A Benchmark for Core Psychological Reasoning ICML 2021
Directed Graph Embeddings in Pseudo-Riemannian Manifolds ICML 2021
Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances ICML 2021
Skew Orthogonal Convolutions ICML 2021
Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021
EfficientNetV2: Smaller Models and Faster Training ICML 2021
Synthesizer: Rethinking Self-Attention for Transformer Models ICML 2021
OmniNet: Omnidirectional Representations from Transformers ICML 2021
Monte Carlo Variational Auto-Encoders ICML 2021
Efficient Generative Modelling of Protein Structure Fragments using a Deep Markov Model ICML 2021
Deep Continuous Networks ICML 2021
Training data-efficient image transformers & distillation through attention ICML 2021
PixelTransformer: Sample Conditioned Signal Generation ICML 2021
Online Graph Dictionary Learning ICML 2021
Explainable Automated Graph Representation Learning with Hyperparameter Importance ICML 2021
AlphaNet: Improved Training of Supernets with Alpha-Divergence ICML 2021