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)

CurLL: A Developmental Framework to Evaluate Continual Learning in Language Models EMNLP 2025 Current Semantic-change Quantification Methods Struggle with Discovery in the Wild EMNLP 2025 Curriculum Abductive Learning for Mitigating Reasoning Shortcuts IJCAI 2025 Curriculum-aware Training for Discriminating Molecular Property Prediction Models ICLR 2025 Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025 Curriculum Conditioned Diffusion for Multimodal Recommendation AAAI 2025 Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ACL 2025 Curriculum Direct Preference Optimization for Diffusion and Consistency Models CVPR 2025 Curriculum Hierarchical Knowledge Distillation for Bias-Free Survival Prediction IJCAI 2025 Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing ICML 2025 Curr-ReFT: Overcoming Training Bottlenecks in Small-scale Vision-Language Models via Curriculum Reinforcement Finetuning EMNLP 2025 Curse of High Dimensionality Issue in Transformer for Long Context Modeling ICML 2025 Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation EMNLP 2025 Curvature-aware Graph Attention for PDEs on Manifolds ICML 2025 Curvature-based Clustering on Graphs JMLR 2025 Curvature Enhanced Data Augmentation for Regression ICML 2025 CusConcept: Customized Visual Concept Decomposition with Diffusion Models WACV 2025 CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization AAAI 2025 CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities AAAI 2025 Customizing Domain Adapters for Domain Generalization ICCV 2025 Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation ACL 2025 Customizing the Inductive Biases of Softmax Attention using Structured Matrices ICML 2025 CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation CVPR 2025 CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training AAAI 2025 CUTN_Bio at BioLaySumm: Multi-Task Prompt Tuning with External Knowledge and Readability adaptation for Layman Summarization ACL 2025