conftrace_

Machine Learning

132,800 papers (10 classified directly here)

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

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

Papers per year

5

22

43

74

52

76

308

315

348

358

533

570

711

1,481

1,361

1,651

2,440

3,865

5,968

9,301

11,133

13,312

14,452

17,500

20,351

21,167

5,403

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Geodesic Slice Sampling on the Sphere JMLR 2025 GeoDEx: A Unified Geometric Framework for Tactile Dexterous and Extrinsic Manipulation under Force Uncertainty RSS 2025 GeoDistill: Geometry-Guided Self-Distillation for Weakly Supervised Cross-View Localization ICCV 2025 GeoEdit: Geometric Knowledge Editing for Large Language Models EMNLP 2025 GeoGuide: Geometric Guidance of Diffusion Models WACV 2025 GeoILP: A Synthetic Dataset to Guide Large-Scale Rule Induction ICLR 2025 Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025 GeoLoRA: Geometric integration for parameter efficient fine-tuning ICLR 2025 GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025 Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates ICML 2025 Geometric Collaborative Filtering with Convergence AISTATS 2025 Geometric Hyena Networks for Large-scale Equivariant Learning ICML 2025 Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning CVPR 2025 Geometric Median (GM) Matching for Robust k-Subset Selection from Noisy Data ICML 2025 Geometric Operator Learning with Optimal Transport JMLR 2025 Geometric Representation Condition Improves Equivariant Molecule Generation ICML 2025 Geometric Resampling in Nearly Linear Time for Follow-the-Perturbed-Leader with Best-of-Both-Worlds Guarantee in Bandit Problems ICML 2025 Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025 Geometry and Stability of Supervised Learning Problems JMLR 2025 Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear Bandits ICLR 2025 Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO JMLR 2025 Geometry-Informed Neural Networks ICML 2025 Geometry in Style: 3D Stylization via Surface Normal Deformation CVPR 2025 Geometry of Lightning Self-Attention: Identifiability and Dimension ICLR 2025 Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions ICLR 2025