conftrace_

Core Methods

51,083 papers (8 classified directly here)

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

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4

21

30

55

40

51

225

219

249

257

357

364

480

942

818

966

1,394

2,092

3,114

4,415

4,853

5,064

5,371

5,992

6,412

5,823

1,475

2000

'5

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Papers (including subtopics)

Neural Markov Random Field for Stereo Matching CVPR 2024 Neural Model Checking NeurIPS 2024 Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces CVPR 2024 Neural Multimodal Topic Modeling: A Comprehensive Evaluation COLING 2024 Neural NeRF Compression ICML 2024 Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations NeurIPS 2024 Neural Operators with Localized Integral and Differential Kernels ICML 2024 Neural Optimal Transport with General Cost Functionals ICLR 2024 Neural Oscillators for Generalization of Physics-Informed Machine Learning AAAI 2024 Neural Parametric Gaussians for Monocular Non-Rigid Object Reconstruction CVPR 2024 Neural Persistence Dynamics NeurIPS 2024 Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations NeurIPS 2024 Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending ECCV 2024 Neural Polynomial Gabor Fields for Macro Motion Analysis ICLR 2024 Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses NeurIPS 2024 Neural Redshift: Random Networks are not Random Functions CVPR 2024 Neural Refinement for Absolute Pose Regression with Feature Synthesis CVPR 2024 Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries ICLR 2024 NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks NeurIPS 2024 Neural Spectral Methods: Self-supervised learning in the spectral domain ICLR 2024 NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design NeurIPS 2024 Neural-Symbolic Recursive Machine for Systematic Generalization ICLR 2024 NeuRO: an application for code-switched autism detection in children Interspeech 2024 Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization ICML 2024 NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation NeurIPS 2024