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)

Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models ACL 2026 A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication AAAI 2026 A Unified Framework for Locality in Scalable MARL L4DC 2026 A Unified Geospatial Clustering Framework to Identify Varying Density Clusters in E-Commerce Logistics AAAI 2026 A Unified Lower Bound on the Noisy Query Complexity of Boolean Functions COLT 2026 A Unified Shape-Aware Foundation Model for Time Series Classification AAAI 2026 A Universal Self-Attention Enhancement for Bridging Low-bit Quantization and Vision Transformers WACV 2026 AusSmoke meets MultiNatSmoke: a fully-labelled diverse smoke segmentation dataset WACV 2026 AuthGuard: Generalizable Deepfake Detection via Language Guidance WACV 2026 Authority Backdoor: A Certifiable Backdoor Mechanism for Authoring DNNs AAAI 2026 AuthSig: Safeguarding Scanned Signatures Against Unauthorized Reuse in Paperless Workflows AAAI 2026 AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection EACL 2026 Auto-BenchmarkCard: Automated Synthesis of Benchmark Documentation AAAI 2026 AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query Generation EACL 2026 AutoGameUI: Constructing High-Fidelity GameUI via Multimodal Correspondence Matching AAAI 2026 Automated Multi-Camera Inspection System for Aircraft AAAI 2026 Automated Quality Control for Language Documentation: Detecting Phonotactic Inconsistencies in a Kokborok Wordlist EACL 2026 Automated Screening of Antibacterial Nanoparticle Literature: Dataset Curation and Model Evaluation EACL 2026 Automated Unified Reasoning with Vision-Language Models for Multi-modal Burn Assessment AAAI 2026 Automatic Channel Pruning by Searching with Structure Embedding for Hash Network AAAI 2026 Automatic debiased machine learning and sensitivity analysis for sample selection models CLeaR 2026 Automatic Funny Scene Extraction from Long-form Cinematic Videos AAAI 2026 Automatic Translational Correction of Multi-View Coronary Angiography Based on Auto-Annotation Data Generation AAAI 2026 Autonomous Concept Drift Threshold Determination AAAI 2026 Autonomous Partner Selection for Cooperative Multi-Agent Reinforcement Learning AAAI 2026