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)

MANTA: Physics-Informed Generalized Underwater Object Tracking WACV 2026 MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM EACL 2026 MAPI-GNN: Multi-Activation Plane Interaction Graph Neural Network for Multimodal Medical Diagnosis AAAI 2026 Map of Encoders – Mapping Sentence Encoders using Quantum Relative Entropy ACL 2026 Mapping on a Budget: Optimizing Spatial Data Collection for ML AAAI 2026 Mapping the Course for Prompt-based Structured Prediction EACL 2026 MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference EACL 2026 MAPS: A Multilingual Benchmark for Agent Performance and Security EACL 2026 MAQuA: Multi-outcome Adaptive Question-Asking for Mental Health using Item Response Theory EACL 2026 Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Convex Parametric Shapes AAAI 2026 Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference AAAI 2026 Margin in Abstract Spaces COLT 2026 Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code EACL 2026 Markovian Compression: Looking to the Past Helps Accelerate the Future UAI 2026 Markovian Linguistic-Temporal Bridge: Unlocking the Potential of LLMs for Time Series Forecasting ACL 2026 Markovian Scale Prediction: A New Era of Visual Autoregressive Generation CVPR 2026 MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation WACV 2026 Marshaled Learning: Bridging Large Neural Networks with Memory-Constrained Trusted Execution Environments in Federated Learning WACV 2026 MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking AAAI 2026 MartDE: A Privacy-Preserving and Cost-Efficient Evaluation Framework for Data Marketplaces AAAI 2026 Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding EACL 2026 MaskAD: Parallel Masked Autoencoder for Multi-class Unsupervised Anomaly Detection AAAI 2026 MaskAnyNet: Rethinking Masked Image Regions as Valuable Information in Supervised Learning AAAI 2026 Masked Clustering Prediction for Unsupervised Point Cloud Pre-training AAAI 2026 Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling AAAI 2026