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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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Papers (including subtopics)

StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection AAAI 2026 StyleSentinel: Reliable Artistic Copyright Verification via Stylistic Fingerprints AAAI 2026 Stylometric Approach to AI-generated Texts. An Analysis of Contemporary French-Language Literature EACL 2026 Stylometry at SemEval-2026 Task 13: Clustered Stylometric Modeling for Machine-Generated Code Detection SemEval 2026 SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache AAAI 2026 Subgradient Method for System Identification with Non-Smooth Objectives L4DC 2026 Subgraph Encoding with Bicentric Sphere Node Labeling and Pooling for Link Prediction AAAI 2026 Submodel Extraction for Efficient and Personalized Federated Learning via Optimal Transport CVPR 2026 Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging AAAI 2026 SubspaceAD: Training-Free Few-Shot Anomaly Detection via Subspace Modeling CVPR 2026 Subspace Alignment for CLIP-based Continual Learning via Canonical Correlation Analysis CVPR 2026 Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models AAAI 2026 Subspace-Guided Knowledge Distillation for Efficient Model Transfer WACV 2026 Sudanese-Flores: Extending FLORES+ to Sudanese Arabic Dialect EACL 2026 SUGAR: A Sweeter Spot for Generative Unlearning of Many Identities WACV 2026 SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition AAAI 2026 Sun-E: Dataset and Benchmark for Event-Based Sun Sensing WACV 2026 SU NLP 29 at SemEval-2026 Task 5: DynaOrd - Hybrid Dynamic Ordinal Regression with LoRA-Fine-Tuned DeBERTa-v3 SemEval 2026 Supachoke at AbjadMed: Enhancing Arabic Medical Text Classification Using Fine-Tuned AraBERT EACL 2026 Superior Runtime Guarantees for the MOEA/D Multi-Objective Optimizer via Weighted-Sum Decomposition AAAI 2026 Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training (Abstract Reprint) AAAI 2026 SuperRivolution: Fine-Scale Rivers from Coarse Temporal Satellite Imagery WACV 2026 Supervised Dynamic Dimension Reduction with Deep Neural Network AAAI 2026 Suppressing Final Layer Hidden State Jumps in Transformer Pretraining EACL 2026 Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning AAAI 2026