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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)

Transferable Hypergraph Attack via Injecting Nodes into Pivotal Hyperedges AAAI 2026 Transfer Conformal Predictive Inference for Regression JMLR 2026 Transfer Learning via Regularized Random-effects Linear Discriminant Analysis JMLR 2026 Transferring Causal Driving Patterns for Generalizable Traffic Simulation with Diffusion-Based Distillation AAAI 2026 Transformers in Pseudo-Random Number Generation: A Dual Perspective on Theory and Practice AAAI 2026 Transformer with Controlled Attention for Synchronous Motion Captioning AAAI 2026 Transform-Free Feature Coding via Entropy-Constrained Vector Quantization AAAI 2026 TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models AAAI 2026 TransLLM: A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting ACL 2026 TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026 Transparent Semantic Change Detection with Dependency-Based Profiles EACL 2026 Trauma THOMPSON: A Dataset and Realistic Generative Framework for AI Copilots in Emergency Care AAAI 2026 TR-DQ: Time-Rotation Diffusion Quantization AAAI 2026 Treatment Stitching with Schrödinger Bridge for Enhancing Offline Reinforcement Learning in Adaptive Treatment Strategies AAAI 2026 TR-EduVSum: A Turkish-Focused Dataset and Consensus Framework for Educational Video Summarization EACL 2026 Tree-Based Stochastic Optimization for Solving Large-Scale Urban Network Security Games AAAI 2026 TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems AAAI 2026 T-Retriever: Tree-based Hierarchical Retrieval Augmented Generation for Textual Graphs AAAI 2026 T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection AAAI 2026 TReX: Tokenizer Regression for Optimal Data Mixture EACL 2026 TriFusion-IDS: A Multimodal Graph-Tabular-Text Contrastive Framework for Cross-Dataset Intrusion Detection AAAI 2026 Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs AAAI 2026 TriSim: Tri-Dimensional Similarity Modeling with Extreme Value Theory for False-Negative Mitigation in Remote Sensing Image-Text Retrieval CVPR 2026 Trove: A Flexible Toolkit for Dense Retrieval EACL 2026 TRT: Harnessing Tensor Ring Transformer for Hyperspectral Image Super-Resolution AAAI 2026