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)

Generative Data Augmentation for Improving Semantic Classification AACL 2025 Generative Data Mining with Longtail-Guided Diffusion ICML 2025 Generative Flow Networks for Lead Optimization in Drug Design (Student Abstract) AAAI 2025 Generative FrameNet: Scalable and Adaptive Frames for Interpretable Knowledge Storage and Retrieval for LLMs Powered by LLMs COLING 2025 Generative Frame Sampler for Long Video Understanding ACL 2025 Generative Hard Example Augmentation for Semantic Point Cloud Segmentation CVPR 2025 Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion ICML 2025 Generative Image Layer Decomposition with Visual Effects CVPR 2025 Generative Map Priors for Collaborative BEV Semantic Segmentation CVPR 2025 Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images WACV 2025 Generative Modeling of Shape-Dependent Self-Contact Human Poses ICCV 2025 Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning ICML 2025 Generative Music Models’ Alignment with Professional and Amateur Users’ Expectations ACL 2025 Generative or Discriminative? Revisiting Text Classification in the Era of Transformers EMNLP 2025 Generative Photography: Scene-Consistent Camera Control for Realistic Text-to-Image Synthesis CVPR 2025 Generative Photomontage CVPR 2025 Generative Prompt Internalization NAACL 2025 Generative Reward Modeling via Synthetic Criteria Preference Learning ACL 2025 Generative Verifiers: Reward Modeling as Next-Token Prediction ICLR 2025 Generative Zero-Shot Composed Image Retrieval CVPR 2025 Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025 Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models ACL 2025 GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning ICCV 2025 GenGO Ultra: an LLM-powered ACL Paper Explorer ACL 2025 GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers ICCV 2025