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)

AffinityFlow: Guided Flows for Antibody Affinity Maturation ICML 2025 Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting AAAI 2025 AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance ICCV 2025 AffordDP: Generalizable Diffusion Policy with Transferable Affordance CVPR 2025 A Fine-grained Characterization of PAC Learnability COLT 2025 AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images AAAI 2025 A First-order Generative Bilevel Optimization Framework for Diffusion Models ICML 2025 A First Runtime Analysis of NSGA-III on a Many-Objective Multimodal Problem: Provable Exponential Speedup via Stochastic Population Update IJCAI 2025 A Flag Decomposition for Hierarchical Datasets CVPR 2025 AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models CVPR 2025 AFlow: Automating Agentic Workflow Generation ICLR 2025 A Forget-and-Grow Strategy for Deep Reinforcement Learning Scaling in Continuous Control ICML 2025 A Formal Analysis of Chain-of-Thought Prompting via Turing Reductions IJCNLP 2025 A Formal Framework for Understanding Length Generalization in Transformers ICLR 2025 A Formal Theory of Optimal Learning with Experimental Results IJCAI 2025 A Framework for Double-Blind Federated Adaptation of Foundation Models ICCV 2025 A Framework for Effective Invocation Methods of Various LLM Services COLING 2025 A Framework for Fine-Grained Complexity Control in Health Answer Generation ACL 2025 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025 A Framework for Proficiency-Aligned Grammar Practice in LLM-Based Dialogue Systems ACL 2025 A French Version of the OLDI Seed Corpus EMNLP 2025 Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025 AFRIDOC-MT: Document-level MT Corpus for African Languages EMNLP 2025 AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages NAACL 2025