Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
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2
47
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87
90
125
229
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453
859
1,652
3,233
5,368
6,434
7,726
8,506
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12,524
14,487
6,029
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Papers (including subtopics)
Graph External Attention Enhanced Transformer
ICML 2024
GraphFill: Deep Image Inpainting Using Graphs
WACV 2024
Graph Generation with K^2-trees
ICLR 2024
Graph Generation with Diffusion Mixture
ICML 2024
Graph Geometry-Preserving Autoencoders
ICML 2024
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders
NAACL 2024
Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization
AAAI 2024
Graph Language Models
ACL 2024
Graph Learning for Numeric Planning
NeurIPS 2024
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs
AAAI 2024
Graph Lottery Ticket Automated
ICLR 2024
Graph Machine Learning through the Lens of Bilevel Optimization
AISTATS 2024
Graph Metanetworks for Processing Diverse Neural Architectures
ICLR 2024
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
NeurIPS 2024
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs
NeurIPS 2024
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series
NeurIPS 2024
Graph Neural Network Explanations are Fragile
ICML 2024
Graph Neural Networks and Arithmetic Circuits
NeurIPS 2024
Graph neural networks and non-commuting operators
NeurIPS 2024
Graph Neural Networks Do Not Always Oversmooth
NeurIPS 2024
Graph Neural Networks for Brain Graph Learning: A Survey
IJCAI 2024
Graph Neural Networks for End-to-End Information Extraction From Handwritten Documents
WACV 2024
Graph Neural Networks for Learning Equivariant Representations of Neural Networks
ICLR 2024
Graph Neural Networks Need Cluster-Normalize-Activate Modules
NeurIPS 2024
Graph Neural Networks Use Graphs When They Shouldn’t
ICML 2024