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)

MAD Speech: Measures of Acoustic Diversity of Speech NAACL 2025 MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL ICLR 2025 MAESTRO: Masked Encoding Set Transformer with Self-Distillation ICLR 2025 MaestroMotif: Skill Design from Artificial Intelligence Feedback ICLR 2025 MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025 MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models EMNLP 2025 MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces ICML 2025 MagicColor: Multi-Instance Sketch Colorization ICCV 2025 MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding ICLR 2025 MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025 MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization ICCV 2025 Magic Insert: Style-Aware Drag-and-Drop ICCV 2025 MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning EMNLP 2025 MagicPIG: LSH Sampling for Efficient LLM Generation ICLR 2025 MAGMA: Manifold Regularization for MAEs WACV 2025 MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025 Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment ICLR 2025 MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds ICLR 2025 MAGRET: Machine-generated Text Detection with Rewritten Texts COLING 2025 MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications EMNLP 2025 Mahalanobis++: Improving OOD Detection via Feature Normalization ICML 2025 Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025 MAI: A Multi-turn Aggregation-Iteration Model for Composed Image Retrieval ICLR 2025 MAiDE-up: Multilingual Deception Detection of AI-generated Hotel Reviews NAACL 2025 MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025