conftrace_
← Architectures
Deep Learning › Architectures ›

Neural Networks

11,723 papers

Papers per year

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

Papers

Do Vision Transformers See Like Convolutional Neural Networks? NIPS 2021
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks NIPS 2021
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks NIPS 2021
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks NIPS 2021
Towards Stable and Robust AdderNets NIPS 2021
Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations NIPS 2021
Reverse-Complement Equivariant Networks for DNA Sequences NIPS 2021
Neural Routing by Memory NIPS 2021
GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles NIPS 2021
Towards Biologically Plausible Convolutional Networks NIPS 2021
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics NIPS 2021
Meta Learning Backpropagation And Improving It NIPS 2021
SE(3)-equivariant prediction of molecular wavefunctions and electronic densities NIPS 2021
Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State NIPS 2021
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark NIPS 2021
Embedding Principle of Loss Landscape of Deep Neural Networks NIPS 2021
Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks NIPS 2021
Parametric Complexity Bounds for Approximating PDEs with Neural Networks NIPS 2021
Deep Extended Hazard Models for Survival Analysis NIPS 2021
Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II NIPS 2021
Large-Scale Wasserstein Gradient Flows NIPS 2021
Regularization in ResNet with Stochastic Depth NIPS 2021
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception NIPS 2021
Rethinking Neural Operations for Diverse Tasks NIPS 2021
Deformable Butterfly: A Highly Structured and Sparse Linear Transform NIPS 2021