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)

Scaling Laws for Multilingual Neural Machine Translation ICML 2023
Can Forward Gradient Match Backpropagation? ICML 2023
Simple Hardware-Efficient Long Convolutions for Sequence Modeling ICML 2023
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations ICML 2023
Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks ICML 2023
Generalizing Neural Wave Functions ICML 2023
Cramming: Training a Language Model on a single GPU in one day. ICML 2023
Harmonic Neural Networks ICML 2023
Looped Transformers as Programmable Computers ICML 2023
Hidden Symmetries of ReLU Networks ICML 2023
Linkless Link Prediction via Relational Distillation ICML 2023
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction ICML 2023
Graph Neural Networks with Learnable and Optimal Polynomial Bases ICML 2023
GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets ICML 2023
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal ICML 2023
DRew: Dynamically Rewired Message Passing with Delay ICML 2023
Conformal Prediction Sets for Graph Neural Networks ICML 2023
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees ICML 2023
Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition ICML 2023
Alternately Optimized Graph Neural Networks ICML 2023
System Identification of Neural Systems: If We Got It Right, Would We Know? ICML 2023
Total Variation Graph Neural Networks ICML 2023
GNOT: A General Neural Operator Transformer for Operator Learning ICML 2023
Global Context Vision Transformers ICML 2023
A Generalization of ViT/MLP-Mixer to Graphs ICML 2023