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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
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'25

Papers (including subtopics)

Ground-V: Teaching VLMs to Ground Complex Instructions in Pixels CVPR 2025 Group-Aware Reinforcement Learning for Output Diversity in Large Language Models EMNLP 2025 Group Distributionally Robust Dataset Distillation with Risk Minimization ICLR 2025 Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free ACL 2025 Grouped Speculative Decoding for Autoregressive Image Generation ICCV 2025 Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025 Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings EMNLP 2025 Group Ligands Docking to Protein Pockets ICLR 2025 Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025 Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions ICLR 2025 Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025 Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing ICCV 2025 GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill CVPR 2025 GRoWE: A GujiRoBERTa-Enhanced Approach to Ancient Chinese NER via Word-Word Relation Classification and Model Ensembling NAACL 2025 Growing a Twig to Accelerate Large Vision-Language Models ICCV 2025 Growing Through Experience: Scaling Episodic Grounding in Language Models ACL 2025 GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition EMNLP 2025 GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models EMNLP 2025 GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025 GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs ICML 2025 GSBA^K: top-K Geometric Score-based Black-box Attack ICLR 2025 GS-Bias: Global-Spatial Bias Learner for Single-Image Test-Time Adaptation of Vision-Language Models ICML 2025 GSDNet: Revisiting Incomplete Multimodality-Diffusion Emotion Recognition from the Perspective of Graph Spectrum IJCAI 2025 GSE: Group-wise Sparse and Explainable Adversarial Attacks ICLR 2025 GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025