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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
'5
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'25

Papers (including subtopics)

LogicNet: A Logical Consistency Embedded Face Attribute Learning Network WACV 2025 LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025 LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025 LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning CVPR 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning NAACL 2025 Long-Context Linear System Identification ICLR 2025 Long-Context State-Space Video World Models ICCV 2025 Longhorn: State Space Models are Amortized Online Learners ICLR 2025 LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement ICLR 2025 Long-Sequence Recommendation Models Need Decoupled Embeddings ICLR 2025 Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025 Long-Tailed Classification with Multi-Granularity Semantics ICCV 2025 Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail AAAI 2025 Long-Term EEG Partitioning for Seizure Onset Detection AAAI 2025 Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning IJCAI 2025 Look Around Before Locating: Considering Content and Structure Information for Visual Grounding AAAI 2025 Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025 LookCloser: Frequency-aware Radiance Field for Tiny-Detail Scene CVPR 2025 Looking at Model Debiasing through the Lens of Anomaly Detection WACV 2025 Looking Beyond the Pixels: Evaluating Visual Metaphor Understanding in VLMs EMNLP 2025 Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models ICCV 2025 Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication COLING 2025 LoRACoE: Improving Large Language Model via Composition-based LoRA Expert EMNLP 2025 LoRA-Gen: Specializing Large Language Model via Online LoRA Generation ICML 2025