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)

MetaLead: A Comprehensive Human-Curated Leaderboard Dataset for Transparent Reporting of Machine Learning Experiments EACL 2026 MetaSwarm at AbjadMed: Forensic Optimization and Class-Balanced Discovery for Medical Diglossia in Abjad Scripts EACL 2026 Meta-YOLO: Metadata-Guided Real-Time Object Detector in Aerial Imagery WACV 2026 Methods for Optimization Problems with Markovian Stochasticity and Non-Euclidean Geometry AAAI 2026 METP: Multi-Granularity Integration of External Covariates for Temporal Point Processes AAAI 2026 MF-Speech: Achieving Fine-Grained and Compositional Control in Speech Generation via Factor Disentanglement AAAI 2026 MGD:Mesh-guided Gaussians with Diffusion Priors for Dynamic Objects Reconstruction from Monocular RGB-D Video AAAI 2026 MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment AAAI 2026 MHB: Medical Hallucination Benchmark for Large Language Models in Complex Clinical Tasks AAAI 2026 MHopReg: Efficient Hierarchical Multi-Hop Graph Search for Point Cloud Registration CVPR 2026 MicroEvoEval: A Systematic Evaluation Framework for Image-Based Microstructure Evolution Prediction AAAI 2026 MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026 MIDI-PHOR: Multi-View Distillation for Music Understanding and Captioning EACL 2026 MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model AAAI 2026 MIMIC: Multi-party Dialogue Augmentation via Speaker Stylistic Transfer EACL 2026 Mimic-X: A Large-Scale Motion Dataset via Fast Physics-Based Controller Adaptation AAAI 2026 MindCross: Fast New Subject Adaptation with Limited Data for Cross-subject Video Reconstruction from Brain Signals AAAI 2026 MindFlayer at SemEval-2026 Task 13:LACR-ENS: Calibration-Aware Ensemble Routing for Cross-Language AI-Generated Code Detection SemEval 2026 MINDS at SemEval-2026-Task 13: Robust Detection of Machine-Generated Code under Distribution Shift SemEval 2026 MINDS at SemEval-2026-Task 1: Enhancing Humor Generation through RAG and Synthetic DPO Alignment SemEval 2026 Mind the Gap: Predicting, Explaining and Reducing Time-to-First-Comment (Reply Gap) in Online Mental-Health Communities AAAI 2026 Mind the Pause: Disfluency-Aware Objective Tuning for Multilingual Speech Correction with LLMs ACL 2026 Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents AAAI 2026 Minimax density estimation in the adversarial framework under local differential privacy JMLR 2026 Minimax Limits of k-Fold Cross-Validation via Majority COLT 2026