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Machine Learning

132,800 papers (10 classified directly here)

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Papers (including subtopics)

Performance of Conformal Prediction in Capturing Aleatoric Uncertainty WACV 2026 PeriUn: Enhancing Unlearning by Selectively Forgetting Peripheral Samples AAAI 2026 Permutation Equivariant Framelet-based Hypergraph Neural Networks AAAI 2026 PersianPunc: A Large-Scale Dataset and BERT-Based Approach for Persian Punctuation Restoration EACL 2026 Persistence Diagrams Estimation of Multivariate Piecewise Hölder-continuous Signals JMLR 2026 Persistent Backdoor Attacks Under Continual Fine-Tuning of LLMs AAAI 2026 Persona-driven Simulation of Voting Behavior in the European Parliament with Large Language Models EACL 2026 Personal Information Parroting in Language Models EACL 2026 Personality-guided Public-Private Domain Disentangled Hypergraph-Former Network for Multimodal Depression Detection AAAI 2026 Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval AAAI 2026 Personalized Federated Graph-Level Clustering Network AAAI 2026 Personalized Federated Learning with Bidirectional Communication Compression via One-Bit Random Sketching AAAI 2026 Personalized Federated Training of Diffusion Models with Privacy Guarantees CVPR 2026 Personalized Image Privacy Advisors via Federated Daisy-Chaining WACV 2026 Personalized Longitudinal Medical Report Generation via Temporally-Aware Federated Adaptation CVPR 2026 PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026 Perspective from a Broader Context: Can Room Style Knowledge Help Visual Floorplan Localization? AAAI 2026 Perspicere at SemEval-2026 Task 2: Modeling Longitudinal Valence and Arousal via Dense Embeddings and Agentic Reasoning SemEval 2026 PerTouch: VLM-Driven Agent for Personalized and Semantic Image Retouching AAAI 2026 Perturbing to Preserve: Defending Fragile Knowledge in Online Continual Learning AAAI 2026 Perturb Your Data: Paraphrase-Guided Training Data Watermarking AAAI 2026 PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography AAAI 2026 PEU Lab at SemEval-2026 Task 4: Pairwise Text Comparison using RoBERTa and Ranking Loss SemEval 2026 PFEM-GP-dPHS : a finite element framework for combining Gaussian processes and infinite-dimensional port-Hamiltonian systems L4DC 2026 pfr821 at SemEval-2026 Task 9: Multilingual Polarization Detection via Hybrid XLM-RoBERTa with Targeted Data Augmentation and Imbalance-Aware Training SemEval 2026