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Neural Networks

11,300 papers

Papers per year

23
145
1348
811
'10
'15
'20
'25

Papers

Deep Differentiable Logic Gate Networks NIPS 2022
Towards Understanding the Condensation of Neural Networks at Initial Training NIPS 2022
CoNT: Contrastive Neural Text Generation NIPS 2022
Implicit Neural Representations with Levels-of-Experts NIPS 2022
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures NIPS 2022
S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces NIPS 2022
Approximation with CNNs in Sobolev Space: with Applications to Classification NIPS 2022
Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing NIPS 2022
"Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach NIPS 2022
Flare7K: A Phenomenological Nighttime Flare Removal Dataset NIPS 2022
HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces NIPS 2022
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power NIPS 2022
Sparse Winning Tickets are Data-Efficient Image Recognizers NIPS 2022
Learning to Find Proofs and Theorems by Learning to Refine Search Strategies: The Case of Loop Invariant Synthesis NIPS 2022
The computational and learning benefits of Daleian neural networks NIPS 2022
Transition to Linearity of General Neural Networks with Directed Acyclic Graph Architecture NIPS 2022
Size and depth of monotone neural networks: interpolation and approximation NIPS 2022
Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers NIPS 2022
Neural Network Architecture Beyond Width and Depth NIPS 2022
Log-Polar Space Convolution Layers NIPS 2022
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting NIPS 2022
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks NIPS 2022
Defending Against Adversarial Attacks via Neural Dynamic System NIPS 2022
Exact learning dynamics of deep linear networks with prior knowledge NIPS 2022
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness NIPS 2022