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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
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'25

Papers (including subtopics)

Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation ICLR 2025 Latent Space Imaging CVPR 2025 Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution COLING 2025 Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models CVPR 2025 Latent Thought Models with Variational Bayes Inference-Time Computation ICML 2025 Latent Variable Estimation in Bayesian Black-Litterman Models ICML 2025 LaTexBlend: Scaling Multi-concept Customized Generation with Latent Textual Blending CVPR 2025 LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025 LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization ICCV 2025 LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts WACV 2025 Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning ICCV 2025 LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025 Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025 LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation EMNLP 2025 LaVA-Man: Learning Visual Action Representations for Robot Manipulation CoRL 2025 LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling EMNLP 2025 LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025 Lawma: The Power of Specialization for Legal Annotation ICLR 2025 LawToken: a single token worth more than its constituents CoNLL 2025 Lay2Story: Extending Diffusion Transformers for Layout-Togglable Story Generation ICCV 2025 LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025 LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs AAAI 2025 Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers CVPR 2025 Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment EMNLP 2025 Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge EMNLP 2025