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)

Meta-Continual Learning of Neural Fields ICLR 2025 Metadata Conditioning Accelerates Language Model Pre-training ICML 2025 Metadata Generation for Research Data from URL Citation Contexts in Scholarly Papers: Task Definition and Dataset Construction AACL 2025 MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025 Meta Label Correction with Generalization Regularizer IJCAI 2025 METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling ACL 2025 Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models Interspeech 2025 Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels ICCV 2025 Meta-Learning for Adaptive Control with Automated Mirror Descent L4DC 2025 Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer WACV 2025 Meta-learning from Heterogeneous Tensors for Few-shot Tensor Completion AISTATS 2025 Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning CVPR 2025 Meta-Learning Neural Mechanisms rather than Bayesian Priors ACL 2025 Meta-Learning Online Dynamics Model Adaptation in Off-Road Autonomous Driving RSS 2025 Meta-learning Task-specific Regularization Weights for Few-shot Linear Regression AISTATS 2025 Metalic: Meta-Learning In-Context with Protein Language Models ICLR 2025 META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models COLING 2025 MetaMeme: A Dataset for Meme Template and Meta-Category Classification NAACL 2025 MetaMetrics: Calibrating Metrics for Generation Tasks Using Human Preferences ICLR 2025 MetaMixSpeech: Meta Task Augmentation for Low-Resource Speech Recognition EMNLP 2025 Metamizer: A Versatile Neural Optimizer for Fast and Accurate Physics Simulations ICLR 2025 MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance AAAI 2025 MetaOOD: Automatic Selection of OOD Detection Models ICLR 2025 Meta Optimality for Demographic Parity Constrained Regression via Post-Processing ICML 2025 MetaOptimize: A Framework for Optimizing Step Sizes and Other Meta-parameters ICML 2025