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)

OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data ICLR 2025 OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection CVPR 2025 Open Political Corpora: Structuring, Searching, and Analyzing Political Text Collections with PoliCorp EMNLP 2025 OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees ICLR 2025 Open Problem: Data Selection for Regression Tasks COLT 2025 OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025 OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images ICCV 2025 Open-set Cross Modal Generalization via Multimodal Unified Representation ICCV 2025 Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment AAAI 2025 Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm AAAI 2025 Open Set Label Shift with Test Time Out-of-Distribution Reference CVPR 2025 Open-Set Living Need Prediction with Large Language Models ACL 2025 OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution EMNLP 2025 Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025 OpenViewer: Openness-Aware Multi-View Learning AAAI 2025 OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025 OpenVIS: Open-vocabulary Video Instance Segmentation AAAI 2025 Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation ICLR 2025 Open-Vocabulary Fine-Grained Hand Action Detection IJCAI 2025 Open-Vocabulary Functional 3D Scene Graphs for Real-World Indoor Spaces CVPR 2025 OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages EMNLP 2025 Open-World Attribute Mining for E-Commerce Products with Multimodal Self-Correction Instruction Tuning ACL 2025 OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning ICML 2025 Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning AAAI 2025 Open-World Semi-Supervised Learning with Class Semantic Correlations IJCAI 2025