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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)

HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection COLING 2025 HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting AAAI 2025 HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization ACL 2025 HyperPLR: Hypergraph Generation through Projection, Learning, and Reconstruction ICLR 2025 HyperPose: Hypernetwork-Infused Camera Pose Localization and an Extended Cambridge Landmarks Dataset CVPR 2025 HyperTASR: Hypernetwork-Driven Task-Aware Scene Representations for Robust Manipulation CoRL 2025 Hyper-Transforming Latent Diffusion Models ICML 2025 HyTIP: Hybrid Temporal Information Propagation for Masked Conditional Residual Video Coding ICCV 2025 I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025 I2VControl: Disentangled and Unified Video Motion Synthesis Control ICCV 2025 I3D-AE-LSTM: A 2-Stream Autoencoder for Action Quality Assessment using a Newly Created Cricket Batsman Video Dataset WACV 2025 IALab UC at BEA 2025 Shared Task: LLM-Powered Expert Pedagogical Feature Extraction ACL 2025 I Am Big, You Are Little; I Am Right, You Are Wrong ICCV 2025 IASBS at SemEval-2025 Task 11: Ensembling Transformers for Bridging the Gap in Text-Based Emotion Detection SemEval 2025 ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025 ICLR: In-Context Learning of Representations ICLR 2025 I-Con: A Unifying Framework for Representation Learning ICLR 2025 ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025 IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification CVPR 2025 Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning ICLR 2025 Identifiable Object Representations under Spatial Ambiguities ICML 2025 Identification of Intermittent Temporal Latent Process ICLR 2025 Identifying and Mitigating Spurious Correlation in Multi-Task Learning CVPR 2025 Identifying and Reusing Learnwares Across Different Label Spaces IJCAI 2025 Identifying Aspects in Peer Reviews EMNLP 2025