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)

Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation ACL 2025 Multi-Domain Ancient Chinese Named Entity Recognition Based on Attention-Enhanced Pre-trained Language Model NAACL 2025 Multi-domain Distribution Learning for De Novo Drug Design ICLR 2025 Multi-Domain Explainability of Preferences EMNLP 2025 Multi-Domain Graph Foundation Models: Robust Knowledge Transfer via Topology Alignment ICML 2025 Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits ICLR 2025 Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity AAAI 2025 Multi-Facet Blending for Faceted Query-by-Example Retrieval ACL 2025 Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness EMNLP 2025 Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025 Multi-Field Adaptive Retrieval ICLR 2025 Multi-Focus Image Fusion via Explicit Defocus Blur Modelling AAAI 2025 Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement AAAI 2025 Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models EMNLP 2025 Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition AAAI 2025 Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation CVPR 2025 Multi-granularity Knowledge Transfer for Continual Reinforcement Learning IJCAI 2025 Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary AAAI 2025 Multi-Granular Multimodal Clue Fusion for Meme Understanding AAAI 2025 Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs ICCV 2025 Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation COLING 2025 Multi-Group Proportional Representations for Text-to-Image Models CVPR 2025 MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities EMNLP 2025 Multi-Hierarchical Fine-Grained Feature Mapping Driven by Feature Contributions for Molecular Odor Prediction IJCAI 2025 Multi-Hop Question Generation via Dual-Perspective Keyword Guidance ACL 2025