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)

Physics-Driven Data Generation for Contact-Rich Manipulation via Trajectory Optimization RSS 2025 Physics-Enforced Reservoir Computing for Forecasting Spatiotemporal Systems L4DC 2025 PhysicsEval: Inference-Time Techniques to Improve the Reasoning Proficiency of Large Language Models on Physics Problems IJCNLP 2025 PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations? CVPR 2025 Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks AAAI 2025 Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science AAAI 2025 Physics-Informed Deep Inverse Operator Networks for Solving PDE Inverse Problems ICLR 2025 Physics-Informed Deep Learning and Compressive Collocation for High-Dimensional Diffusion-Reaction Equations: Practical Existence Theory and Numerics JMLR 2025 Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation and parameter identification ICML 2025 Physics-Informed Diffusion Models ICLR 2025 Physics-Informed Generative Modeling of Wireless Channels ICML 2025 Physics-informed Kernel Learning JMLR 2025 Physics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficient-KAN and WAV-KAN JMLR 2025 Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models ICML 2025 Physics-informed Temporal Difference Metric Learning for Robot Motion Planning ICLR 2025 Physics-Informed Weakly Supervised Learning For Interatomic Potentials ICML 2025 Physics of Language Models: Part 3.2, Knowledge Manipulation ICLR 2025 Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws ICLR 2025 Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs ICLR 2025 PhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark ICLR 2025 PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025 PIAD: Pose and Illumination agnostic Anomaly Detection CVPR 2025 PianoMotion10M: Dataset and Benchmark for Hand Motion Generation in Piano Performance ICLR 2025 PICASO: Permutation-Invariant Context Composition with State Space Models ICLR 2025 PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision WACV 2025