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)

AI Assistant for Socioeconomic Empowerment Using Federated Learning NAACL 2025 AI-Assisted Human-Pet Artistic Musical Co-Creation for Wellness Therapy IJCAI 2025 AIC3DOD: Advancing Indoor Class-Incremental 3D Object Detection with Point Transformer Architecture and Room Layout Constraints WACV 2025 AIC CTU@FEVER 8: On-premise fact checking through long context RAG ACL 2025 AI Chef Trainer: Introducing Students to the Importance of Data in Machine Learning AAAI 2025 AICOE at PerAnsSumm 2025: An Ensemble of Large Language Models for Perspective-Aware Healthcare Answer Summarization NAACL 2025 AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers NAACL 2025 AIDER: a Robust and Topic-Independent Framework for Detecting AI-Generated Text COLING 2025 AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems IJCAI 2025 AI-Driven Multicultural Identity Preservation AAAI 2025 AI-Driven Personalized Fall Prevention for Older Adults AAAI 2025 AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark CVPR 2025 AI for Data Ingestion into IPAC Archives AACL 2025 AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025 AI-generated Image Quality Assessment in Visual Communication AAAI 2025 AI Governance and Lessons Learned as an AI Policy Advisor in the United States Senate AAAI 2025 AIGT: AI Generative Table Based on Prompt COLING 2025 AIGuard: A Benchmark and Lightweight Detection for E-commerce AIGC Risks ACL 2025 AI Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with KoreaGEO EMNLP 2025 AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking SemEval 2025 AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning ICCV 2025 AIM: Additional Image Guided Generation of Transferable Adversarial Attacks AAAI 2025 AIM: Amending Inherent Interpretability via Self-Supervised Masking ICCV 2025 AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data CVPR 2025 AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning AAAI 2025