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

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'25

Papers (including subtopics)

Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients AAAI 2025 Knowledge-Guided Wasserstein Distributionally Robust Optimization ICML 2025 Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing IJCAI 2025 Knowledge-Infused Learning for Developing a Mental Health Diagnostic Copilot in Healthcare Systems AAAI 2025 Knowledge Is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis AAAI 2025 Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning CVPR 2025 Knowledge Swapping via Learning and Unlearning ICML 2025 Knowledge Tracing in Programming Education Integrating Students’ Questions ACL 2025 Knowledge Transfer from Interaction Learning ICCV 2025 KnowMDD: Knowledge-guided Cross Contrastive Learning for Major Depressive Disorder Diagnosis IJCAI 2025 KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models AAAI 2025 KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025 Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning ACL 2025 Know Thyself: Validating Knowledge Awareness of LLM-based Persona Agents NAACL 2025 Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models NAACL 2025 Know Where You Are From: Event-Based Segmentation via Spatio-Temporal Propagation AAAI 2025 Know Your Attention Maps: Class-specific Token Masking for Weakly Supervised Semantic Segmentation ICCV 2025 Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling ACL 2025 Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025 KoACD: The First Korean Adolescent Dataset for Cognitive Distortion Analysis via Role-Switching Multi-LLM Negotiation EMNLP 2025 Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content CVPR 2025 KOALA: Kernel Coupling and Element Imputation Induced Multi-View Clustering AAAI 2025 KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ACL 2025 KOEnsAttack: Towards Efficient Data-Free Black-Box Adversarial Attacks via Knowledge-Orthogonalized Substitute Ensembles ICCV 2025 Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025