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)

Keep Guessing? When Considering Inference Scaling, Mind the Baselines NAACL 2025 Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning AISTATS 2025 Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation CVPR 2025 Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation ICCV 2025 KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025 KERLQA: Knowledge-Enhanced Reinforcement Learning for Question Answering in Low-resource Languages IJCNLP 2025 Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection AAAI 2025 Kernel-Based Enhanced Oversampling Method for Imbalanced Classification ACML 2025 Kernel-based L_2-Boosting with Structure Constraints JMLR 2025 Kernel-Based Optimal Control: An Infinitesimal Generator Approach L4DC 2025 Kernel-based Optimally Weighted Conformal Time-Series Prediction ICLR 2025 Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models ICML 2025 KernelBench: Can LLMs Write Efficient GPU Kernels? ICML 2025 Kernel Learning for Sample Constrained Black-Box Optimization AAAI 2025 KernelMatmul: Scaling Gaussian Processes to Large Time Series AAAI 2025 Kernel Quantile Embeddings and Associated Probability Metrics ICML 2025 Kernel Representation Learning for Time Sequence: Algorithm, Theory, and Applications AAAI 2025 Kernel Single Proxy Control for Deterministic Confounding AISTATS 2025 Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing ICCV 2025 Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning AAAI 2025 KeyPose: Category-Level 6D Object Pose Estimation with Self-Adaptive Keypoints AAAI 2025 Keys to Robust Edits: From Theoretical Insights to Practical Advances ACL 2025 KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA ICLR 2025 KGCL: Knowledge-Enhanced Graph Contrastive Learning for Retrosynthesis Prediction Based on Molecular Graph Editing IJCAI 2025 KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval EMNLP 2025