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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
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'25

Papers (including subtopics)

DeepSN: A Sheaf Neural Framework for Influence Maximization AAAI 2025 Deep Space Weather Model: Long-Range Solar Flare Prediction from Multi-Wavelength Images ICCV 2025 Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025 Deep-Union Completion AAAI 2025 Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025 DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying COLING 2025 Déjà Vu? Decoding Repeated Reading from Eye Movements ACL 2025 Delay as Payoff in MAB AAAI 2025 Delay-DSGN: A Dynamic Spiking Graph Neural Network with Delay Mechanisms for Evolving Graph ICML 2025 Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025 Deliberation in Latent Space via Differentiable Cache Augmentation ICML 2025 Deloitte (Drocks) at SemEval-2025 Task 3: Fine-Grained Multi-lingual Hallucination Detection Using Internal LLM Weights SemEval 2025 Delta Decompression for MoE-based LLMs Compression ICML 2025 DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment AAAI 2025 Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness EMNLP 2025 DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification AAAI 2025 DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning AAAI 2025 Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models ACL 2025 Demonstrating Shared Force-Language Embeddings for Natural Human-Robot Communication RSS 2025 Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector ICML 2025 Demystifying Singular Defects in Large Language Models ICML 2025 Demystifying the Power of Large Language Models in Graph Generation NAACL 2025 DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement AAAI 2025 Denoised Attention and Question-Augmented Representations for Knowledge Tracing IJCAI 2025 Dense Retrieval with Quantity Comparison Intent ACL 2025