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)

AgentSwift: Efficient LLM Agent Design via Value-Guided Hierarchical Search AAAI 2026 Aggregate-Combine-Readout GNNs Can Express Logical Classifiers Beyond the Logic C2 AAAI 2026 Aggregating Diverse Cue Experts for AI-Generated Image Detection AAAI 2026 Agile Deliberation: Concept Deliberation for Subjective Visual Classification CVPR 2026 A GPU-based Constraint Programming Solver AAAI 2026 A Graph-Augmented Liquid Neural Network for Extracting Food Hazards and Disease Outbreaks EACL 2026 A Guardrail Framework for Sensitive Financial Information Protection: A Taxonomy-Driven Approach AAAI 2026 A Hybrid Learning-to-Optimize Framework for Mixed-Integer Quadratic Programming L4DC 2026 A Hybrid Space Model for Misaligned Multi-modality Image Fusion AAAI 2026 A Hybrid Supervised-LLM Pipeline for Actionable Suggestion Mining in Unstructured Customer Reviews EACL 2026 AI4PC-Howard University at SemEval-2026 Task 9: Evaluating Teacher-Student Weak Supervision and Direct LLM Prompting for Multilingual Political Polarization Detection SemEval 2026 AICD Bench: A Challenging Benchmark for AI-Generated Code Detection EACL 2026 AI-Driven Marine Robotics: Emerging Trends in Underwater Perception and Ecosystem Monitoring AAAI 2026 AI-Driven Real-Time Acoustic Modelling for Better Audio Perception in Dynamic Environments AAAI 2026 AI in the Wild: A Meta-Analytic Evaluation of Depression Detection from Social Media Data AAAI 2026 AIM: Manifold-based Data Filtering for Representation Finetuning AAAI 2026 AI-Monitors at SemEval-2026 Task 4: A Hybrid Embedding and LLM Ensemble for Narrative Similarity SemEval 2026 AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting AAAI 2026 Air-Know: Arbiter-Calibrated Knowledge-Internalizing Robust Network for Composed Image Retrieval CVPR 2026 AirWino: Optimized Winograd Convolution for Accelerating CNN Inference on ARMv8 Processors AAAI 2026 AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing AAAI 2026 AjamiMorph: Zero-Annotation Morphological Discovery for Hausa Ajami via Multi-Method Consensus EACL 2026 AKCIT at SemEval-2026 Task 13: A Lightweight LightGBM Baseline for Cross-Language Detection of LLM-Generated Code SemEval 2026 AKCIT-UFG at SemEval-2026 Task 8: Structured Chunking and Optimized Query Reformulation for Efficient Multi-Turn Retrieval SemEval 2026 A Knowledge Compilation Map for Quantum Information AAAI 2026