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)

Mask in the Mirror: Implicit Sparsification ICLR 2025 MaskPrompt: Open-Vocabulary Affordance Segmentation with Object Shape Mask Prompts AAAI 2025 Masks Can be Learned as an Alternative to Experts ACL 2025 MaskTwins: Dual-form Complementary Masking for Domain-Adaptive Image Segmentation ICML 2025 MaskVD: Region Masking for Efficient Video Object Detection WACV 2025 MaskViM: Domain Generalized Semantic Segmentation with State Space Models AAAI 2025 MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025 MaSS13K: A Matting-level Semantic Segmentation Benchmark CVPR 2025 Massively Multilingual Instruction-Following Information Extraction ACL 2025 Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUs AAAI 2025 Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality EMNLP 2025 MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models ICML 2025 MASS: Overcoming Language Bias in Image-Text Matching AAAI 2025 MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models EMNLP 2025 MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering IJCAI 2025 Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness ICCV 2025 Mastering Multiple-Expert Routing: Realizable H-Consistency and Strong Guarantees for Learning to Defer ICML 2025 Mastering Task Arithmetic: τJp as a Key Indicator for Weight Disentanglement ICLR 2025 Mastering the Craft of Data Synthesis for CodeLLMs NAACL 2025 MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures - A Comprehensive Framework EMNLP 2025 MAST: model-agnostic sparsified training ICLR 2025 MatAnyone: Stable Video Matting with Consistent Memory Propagation CVPR 2025 Matcha: Mitigating Graph Structure Shifts with Test-Time Adaptation ICLR 2025 MATCHA: Towards Matching Anything CVPR 2025 MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data ACL 2025