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)

Determine the Number of States in Hidden Markov Models via Marginal Likelihood JMLR 2025 Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective ICML 2025 Deterministic Apple Tasting COLT 2025 Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations CVPR 2025 Deterministic Client: Enforcing Determinism on Untrusted Machine Code OSDI 2025 Deterministic Object Pose Confidence Region Estimation ICCV 2025 Detoxifying Large Language Models via the Diversity of Toxic Samples EMNLP 2025 Detoxify-IT: An Italian Parallel Dataset for Text Detoxification ACL 2025 Developing a Postgraduate Program for AI in Medicine with Kern’s Six-Step Curriculum Development Approach in Singapore AAAI 2025 Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025 Developing Japanese CLIP Models Leveraging an Open-weight LLM for Large-scale Dataset Translation NAACL 2025 Developing multilingual speech synthesis system for Ojibwe, Mi’kmaq, and Maliseet NAACL 2025 Development of Old Irish Lexical Resources, and Two Universal Dependencies Treebanks for Diplomatically Edited Old Irish Text NAACL 2025 Deviate or Not: Learning Coalition Structures with Multiple-bit Observations in Games AAAI 2025 Device-Cloud Collaborative Correction for On-Device Recommendation IJCAI 2025 Dexonomy: Synthesizing All Dexterous Grasp Types in a Grasp Taxonomy RSS 2025 Dexplore: Scalable Neural Control for Dexterous Manipulation from Reference Scoped Exploration CoRL 2025 DexScale: Automating Data Scaling for Sim2Real Generalizable Robot Control ICML 2025 DexSkin: High-Coverage Conformable Robotic Skin for Learning Contact-Rich Manipulation CoRL 2025 DexTrack: Towards Generalizable Neural Tracking Control for Dexterous Manipulation from Human References ICLR 2025 DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control CoRL 2025 DexWild: Dexterous Human Interactions for In-the-Wild Robot Policies RSS 2025 DF$^2$: Distribution-Free Decision-Focused Learning UAI 2025 DFCA: Disentangled Feature Contrastive Learning and Augmentation for Fairer Dermatological Diagnostics IJCAI 2025 DFDNet: Disentangling and Filtering Dynamics for Enhanced Video Prediction AAAI 2025