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)

MP-Nav: Enhancing Data Poisoning Attacks against Multimodal Learning ICML 2025 MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment ICML 2025 MPO: Boosting LLM Agents with Meta Plan Optimization EMNLP 2025 MPO: Multilingual Safety Alignment via Reward Gap Optimization ACL 2025 MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples COLING 2025 MPPQ: Enhancing Post-Training Quantization for LLMs via Mixed Supervision, Proxy Rounding, and Pre-Searching IJCAI 2025 MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models AAAI 2025 MPRF: Interpretable Stance Detection through Multi-Path Reasoning Framework EMNLP 2025 MP-SfM: Monocular Surface Priors for Robust Structure-from-Motion CVPR 2025 MPTA: MultiTask Personalization Assessment EMNLP 2025 MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification AAAI 2025 MPVStance: Mitigating Hallucinations in Stance Detection with Multi-Perspective Verification ACL 2025 MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators COLING 2025 MQM-Chat: Multidimensional Quality Metrics for Chat Translation COLING 2025 MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations ICLR 2025 mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ACL 2025 M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks ACL 2025 Mr. DETR: Instructive Multi-Route Training for Detection Transformers CVPR 2025 MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts NAACL 2025 M-RewardBench: Evaluating Reward Models in Multilingual Settings ACL 2025 MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation ICCV 2025 MRGen: Segmentation Data Engine For Underrepresented MRI Modalities ICCV 2025 MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation ICLR 2025 MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety EMNLP 2025 MRI Reconstruction with Regularized 3D Diffusion Model (R3DM) WACV 2025