conftrace_
← Architectures
Deep Learning › Architectures ›

Neural Networks

11,723 papers

Papers per year

25
148
1385
860
'10
'15
'20
'25

Papers

Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022
Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm ICML 2022
Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces ICML 2022
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022
Locally Sparse Neural Networks for Tabular Biomedical Data ICML 2022
Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity ICML 2022
Fourier Learning with Cyclical Data ICML 2022
Feature Space Particle Inference for Neural Network Ensembles ICML 2022
Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ICML 2022
UAST: Uncertainty-Aware Siamese Tracking ICML 2022
Deep and Flexible Graph Neural Architecture Search ICML 2022
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022
A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks ICML 2022
Low-Precision Stochastic Gradient Langevin Dynamics ICML 2022
Global Optimization Networks ICML 2022
Certified Robustness Against Natural Language Attacks by Causal Intervention ICML 2022
Learning Efficient and Robust Ordinary Differential Equations via Invertible Neural Networks ICML 2022
On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features ICML 2022
On Numerical Integration in Neural Ordinary Differential Equations ICML 2022
SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022
Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment IJCAI 2022
Fourier Analysis-based Iterative Combinatorial Auctions IJCAI 2022
Individual Fairness Guarantees for Neural Networks IJCAI 2022
How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations? IJCAI 2022
MotionMixer: MLP-based 3D Human Body Pose Forecasting IJCAI 2022