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)

Primitive Vision: Improving Diagram Understanding in MLLMs ICML 2025 Primphormer: Efficient Graph Transformers with Primal Representations ICML 2025 Principal-Agent Bandit Games with Self-Interested and Exploratory Learning Agents ICML 2025 "Principal Components" Enable A New Language of Images ICCV 2025 Principal Parts Detection for Computational Morphology: Task, Models and Benchmark CoNLL 2025 Principled Algorithms for Optimizing Generalized Metrics in Binary Classification ICML 2025 Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries ACL 2025 Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples ICML 2025 Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF JMLR 2025 Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance EMNLP 2025 Principled Understanding of Generalization for Generative Transformer Models in Arithmetic Reasoning Tasks ACL 2025 Principles and Methodologies for Serial Performance Optimization OSDI 2025 Principles of Visual Tokens for Efficient Video Understanding ICCV 2025 Prior2Former - Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation ICCV 2025 Prior2Posterior: Model Prior Correction for Long-Tailed Learning WACV 2025 Prior-aware Dynamic Temporal Modeling Framework for Sequential 3D Hand Pose Estimation ICCV 2025 Prior-Constrained Association Learning for Fine-Grained Generalized Category Discovery AAAI 2025 Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits AISTATS 2025 Prior Does Matter: Visual Navigation via Denoising Diffusion Bridge Models CVPR 2025 Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners AISTATS 2025 Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing AAAI 2025 Prioritized Generative Replay ICLR 2025 PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning AAAI 2025 Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency IJCAI 2025 Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection EMNLP 2025