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)

Hierarchical nucleation in deep neural networks NIPS 2020
Graph Geometry Interaction Learning NIPS 2020
Spectra of the Conjugate Kernel and Neural Tangent Kernel for linear-width neural networks NIPS 2020
Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs NIPS 2020
Detecting Hands and Recognizing Physical Contact in the Wild NIPS 2020
Deep Statistical Solvers NIPS 2020
Subgraph Neural Networks NIPS 2020
Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud NIPS 2020
Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes NIPS 2020
Learning the Geometry of Wave-Based Imaging NIPS 2020
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks NIPS 2020
Multi-Fidelity Bayesian Optimization via Deep Neural Networks NIPS 2020
Spin-Weighted Spherical CNNs NIPS 2020
Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks NIPS 2020
Characterizing emergent representations in a space of candidate learning rules for deep networks NIPS 2020
Generalized Boosting NIPS 2020
Understanding spiking networks through convex optimization NIPS 2020
Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals NIPS 2020
Residual Distillation: Towards Portable Deep Neural Networks without Shortcuts NIPS 2020
Provably Efficient Neural Estimation of Structural Equation Models: An Adversarial Approach NIPS 2020
Neural Networks Learning and Memorization with (almost) no Over-Parameterization NIPS 2020
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data NIPS 2020
Kalman Filtering Attention for User Behavior Modeling in CTR Prediction NIPS 2020
Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels NIPS 2020
GNNGuard: Defending Graph Neural Networks against Adversarial Attacks NIPS 2020