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)

Deep Combinatorial Aggregation NIPS 2022
Uncovering the Structural Fairness in Graph Contrastive Learning NIPS 2022
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias NIPS 2022
In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? NIPS 2022
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts NIPS 2022
Rank Diminishing in Deep Neural Networks NIPS 2022
Exponential Separations in Symmetric Neural Networks NIPS 2022
Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks NIPS 2022
Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells NIPS 2022
Block-Recurrent Transformers NIPS 2022
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling NIPS 2022
Neural Approximation of Graph Topological Features NIPS 2022
Toward a realistic model of speech processing in the brain with self-supervised learning NIPS 2022
Universally Expressive Communication in Multi-Agent Reinforcement Learning NIPS 2022
DropCov: A Simple yet Effective Method for Improving Deep Architectures NIPS 2022
Optimizing Relevance Maps of Vision Transformers Improves Robustness NIPS 2022
Relaxing Equivariance Constraints with Non-stationary Continuous Filters NIPS 2022
SPoVT: Semantic-Prototype Variational Transformer for Dense Point Cloud Semantic Completion NIPS 2022
The trade-offs of model size in large recommendation models : 100GB to 10MB Criteo-tb DLRM model NIPS 2022
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids NIPS 2022
Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective NIPS 2022
Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks NIPS 2022
Learning dynamics of deep linear networks with multiple pathways NIPS 2022
A Practical, Progressively-Expressive GNN NIPS 2022
On the generalization of learning algorithms that do not converge NIPS 2022