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)

Algorithmic causal structure emerging through compression CLeaR 2025 Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study ACL 2025 Algorithmic Recourse for Long-Term Improvement ICML 2025 Algorithmic Stability Based Generalization Bounds for Adversarial Training ICLR 2025 Algorithms and Hardness for Active Learning on Graphs ICML 2025 Algorithm Selection for Word-Level Hardware Model Checking (Student Abstract) AAAI 2025 Algorithms for ridge estimation with convergence guarantees JMLR 2025 Algorithms with Calibrated Machine Learning Predictions ICML 2025 ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency CVPR 2025 A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models NAACL 2025 A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025 Align3R: Aligned Monocular Depth Estimation for Dynamic Videos CVPR 2025 Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA EMNLP 2025 Align-A-Video: Deterministic Reward Tuning of Image Diffusion Models for Consistent Video Editing CVPR 2025 AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ACL 2025 Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025 Aligned Multi Objective Optimization ICML 2025 AlignGuard: Scalable Safety Alignment for Text-to-Image Generation ICCV 2025 Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025 Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection AAAI 2025 Aligning Black-box Language Models with Human Judgments NAACL 2025 Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction EMNLP 2025 Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code Generation COLING 2025 Aligning Composed Query with Image via Discriminative Perception from Negative Correspondences AAAI 2025 Aligning Constraint Generation with Design Intent in Parametric CAD ICCV 2025