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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)

Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration ICLR 2025 Denoising Diffusion Models are Good General Gaze Feature Learners IJCAI 2025 Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors AAAI 2025 Denoising Task Difficulty-based Curriculum for Training Diffusion Models ICLR 2025 Denoising with a Joint-Embedding Predictive Architecture ICLR 2025 De Novo Molecular and Crystal Design with Latent Space Bayesian Optimization AAAI 2025 Dense2MoE: Restructuring Diffusion Transformer to MoE for Efficient Text-to-Image Generation ICCV 2025 DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025 Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation AAAI 2025 Dense Retrieval with Quantity Comparison Intent ACL 2025 Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings EMNLP 2025 DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language Models NAACL 2025 Densest k-Subgraph Mining via a Provably Tight Relaxation AAAI 2025 Dense Video Object Captioning from Disjoint Supervision ICLR 2025 Density Estimation Using the Perceptron JMLR 2025 Density estimation with LLMs: a geometric investigation of in-context learning trajectories ICLR 2025 Density Ratio-based Proxy Causal Learning Without Density Ratios AISTATS 2025 Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning ICML 2025 Density Ratio Estimation via Sampling along Generalized Geodesics on Statistical Manifolds AISTATS 2025 Density Ratio Estimation with Conditional Probability Paths ICML 2025 DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation CVPR 2025 Deontological Keyword Bias: The Impact of Modal Expressions on Normative Judgments of Language Models ACL 2025 Dependency Parsing-Based Syntactic Enhancement of Relation Extraction in Scientific Texts EMNLP 2025 Dependent Randomized Rounding for Budget Constrained Experimental Design UAI 2025 DependEval: Benchmarking LLMs for Repository Dependency Understanding ACL 2025