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)

Matchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes CLeaR 2025 Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation AAAI 2025 MATCH: Modality-Calibrated Hypergraph Fusion Network for Conversational Emotion Recognition IJCAI 2025 MATCH: Task-Driven Code Evaluation through Contrastive Learning EMNLP 2025 MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks ACL 2025 Matérn Kernels for Tunable Implicit Surface Reconstruction ICLR 2025 MatExpert: Decomposing Materials Discovery By Mimicking Human Experts ICLR 2025 MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection ACL 2025 MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code ICLR 2025 MathD2: Towards Disambiguation of Mathematical Terms ACL 2025 MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ACL 2025 MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs ICLR 2025 Math Neurosurgery: Isolating Language Models’ Math Reasoning Abilities Using Only Forward Passes ACL 2025 Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025 MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors EMNLP 2025 Mat-Instructions: A Large-Scale Inorganic Material Instruction Dataset for Large Language Models IJCAI 2025 MATO: A Model-Agnostic Training Optimization for Aspect Sentiment Triplet Extraction NAACL 2025 Matrix3D: Large Photogrammetry Model All-in-One CVPR 2025 Matrix Completion with Incomplete Side Information via Orthogonal Complement Projection ICML 2025 Matrix-Free Shared Intrinsics Bundle Adjustment CVPR 2025 Matrix Product Sketching via Coordinated Sampling ICLR 2025 MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection ICLR 2025 Matryoshka Multimodal Models ICLR 2025 Matryoshka Quantization ICML 2025 MATS: An Audio Language Model under Text-only Supervision ICML 2025