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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
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'25

Papers (including subtopics)

AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization ICCV 2025 AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism ICML 2025 AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025 AdaDiff: Adaptive Step Selection for Fast Diffusion Models AAAI 2025 AdaDPCC: Adaptive Rate Control and Rate-Distortion-Complexity Optimization for Dynamic Point Cloud Compression AAAI 2025 AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving ICCV 2025 AdaFisher: Adaptive Second Order Optimization via Fisher Information ICLR 2025 AdaGK-SGD: Adaptive Global Knowledge Guided Distributed Stochastic Gradient Descent AAAI 2025 AdaGrad under Anisotropic Smoothness ICLR 2025 Ada-K Routing: Boosting the Efficiency of MoE-based LLMs ICLR 2025 Adam Exploits ℓ_∞-geometry of Loss Landscape via Coordinate-wise Adaptivity ICLR 2025 AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ACL 2025 Adam-mini: Use Fewer Learning Rates To Gain More ICLR 2025 AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025 ADAM Optimization with Adaptive Batch Selection ICLR 2025 AdamS: Momentum Itself Can Be A Normalizer for LLM Pretraining and Post-training EMNLP 2025 AdaO2B: Adaptive Online to Batch Conversion for Out-of-Distribution Generalization AAAI 2025 AdaPrefix++: Integrating Adapters Prefixes and Hypernetwork for Continual Learning WACV 2025 Adapt-∞: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection ICLR 2025 Adapt3R: Adaptive 3D Scene Representation for Domain Transfer in Imitation Learning CoRL 2025 AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025 Adaptation of Large Language Models NAACL 2025 ADAPT: Attentive Self-Distillation and Dual-Decoder Prediction Fusion for Continual Panoptic Segmentation ICLR 2025 AdaptCMVC: Robust Adaption to Incremental Views in Continual Multi-view Clustering CVPR 2025 Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning CVPR 2025