Skip to content
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
76
533
1,651
11,133
21,167
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Mixture of Online and Offline Experts for Non-Stationary Time Series AAAI 2025 Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring ACL 2025 Mixture of Parrots: Experts improve memorization more than reasoning ICLR 2025 Mixture-of-Personas Language Models for Population Simulation ACL 2025 Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code ICCV 2025 Mixture of Small and Large Models for Chinese Spelling Check ACL 2025 Mixture of Submodules for Domain Adaptive Person Search CVPR 2025 Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization EMNLP 2025 Mixtures of Gaussian Process Experts with SMC^2 JMLR 2025 Mixtures of In-Context Learners ACL 2025 Mixup Regularization: A Probabilistic Perspective UAI 2025 Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion AAAI 2025 MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction EMNLP 2025 ML$^2$-GCL: Manifold Learning Inspired Lightweight Graph Contrastive Learning ICML 2025 ml4xcube: Machine Learning Toolkits for Earth System Data Cubes AAAI 2025 MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network AAAI 2025 MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? EMNLP 2025 MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025 MLAS-LoRA: Language-Aware Parameters Detection and LoRA-Based Knowledge Transfer for Multilingual Machine Translation ACL 2025 MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse AAAI 2025 MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering ICLR 2025 ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection AAAI 2025 MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding NAACL 2025 MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025 MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents ICLR 2025