conftrace_

Deep Learning

78,198 papers (26 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

Papers per year

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859

1,652

3,233

5,368

6,434

7,726

8,506

9,951

12,524

14,487

6,029

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Papers (including subtopics)

Graph-Based Prediction and Planning Policy Network (GP3Net) for Scalable Self-Driving in Dynamic Environments Using Deep Reinforcement Learning AAAI 2024 Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting ICML 2024 Graph-based Uncertainty Metrics for Long-form Language Model Generations NeurIPS 2024 Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations ICLR 2024 Graph Bayesian Optimization for Multiplex Influence Maximization AAAI 2024 GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs ICLR 2024 GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks ICLR 2024 Graph Classification via Reference Distribution Learning: Theory and Practice NeurIPS 2024 Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024 Graph Coarsening with Message-Passing Guarantees NeurIPS 2024 Graphcode: Learning from multiparameter persistent homology using graph neural networks NeurIPS 2024 Graph Collaborative Expert Finding with Contrastive Learning IJCAI 2024 GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING ICLR 2024 Graph Context Transformation Learning for Progressive Correspondence Pruning AAAI 2024 Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024 Graph Contrastive Learning under Heterophily via Graph Filters UAI 2024 Graph Convolutions Enrich the Self-Attention in Transformers! NeurIPS 2024 GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction NeurIPS 2024 Graph Diffusion Policy Optimization NeurIPS 2024 Graph Diffusion Transformers for Multi-Conditional Molecular Generation NeurIPS 2024 Graph Disentangled Contrastive Learning with Personalized Transfer for Cross-Domain Recommendation AAAI 2024 Graph Distillation with Eigenbasis Matching ICML 2024 GraphDreamer: Compositional 3D Scene Synthesis from Scene Graphs CVPR 2024 Graph Edit Distance with General Costs Using Neural Set Divergence NeurIPS 2024 Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NeurIPS 2024