Skip to content
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
76
533
1,651
11,133
21,167
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Referring Change Detection in Remote Sensing Imagery WACV 2026 RefiDiff: Progressive Refinement Diffusion for Efficient Missing Data Imputation AAAI 2026 Refine and Align: Confidence Calibration Through Multi-Agent Interaction in VQA AAAI 2026 ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation AAAI 2026 Refined Risk Bounds for Unbounded Losses via Transductive Priors JMLR 2026 Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment AAAI 2026 Refinement Contrastive Learning of Cell–Gene Associations for Unsupervised Cell Type Identification AAAI 2026 RefineVAD: Semantic-Guided Feature Recalibration for Weakly Supervised Video Anomaly Detection AAAI 2026 Refining and Reusing Annotation Guidelines for LLM Annotation ACL 2026 ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation EACL 2026 Reflect, Rewrite, Repeat: How Simple Arithmetic Enables Advanced Reasoning in Small Language Models EACL 2026 ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework ACL 2026 RefleXNet: Targeted Self-Reflection for Accurate Chest X-ray Reporting AAAI 2026 REFO: Reinforced Evolutionary Faithfulness Optimization for Large Language Models AAAI 2026 Reframing Long-Tailed Learning via Loss Landscape Geometry CVPR 2026 RegionMarker: A Region-Triggered Semantic Watermarking Framework for Embedding-as-a-Service Copyright Protection AAAI 2026 Region-Point Joint Representation for Effective Trajectory Similarity Learning AAAI 2026 REGLAT at AbjadGenEval: Multi-Model Ensemble Approach for Arabic AI-Generated Text Detection EACL 2026 REGLAT at AbjadMed: Handling Imbalanced Arabic Medical Text Classification via Hierarchical KNN-MLP Architecture EACL 2026 Regression over Classification: Assessing Image Aesthetics via Multimodal Large Language Models AAAI 2026 Regressor-guided Diffusion Model for De Novo Peptide Sequencing with Explicit Mass Control AAAI 2026 Regret Minimization with Adaptive Opponents in Repeated Games COLT 2026 Regularized Robustly Reliable Learners ALT 2026 REIGNITE at AbjadMed: Imbalance-Aware Fine-Tuning of Pretrained Arabic Transformers for Arabic Medical Text Classification Task EACL 2026 Reimagining Anomalies: What If Anomalies Were Normal? AAAI 2026