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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)

GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs AAAI 2025 GOAL: Global-local Object Alignment Learning CVPR 2025 Goal-Oriented Skill Abstraction for Offline Multi-Task Reinforcement Learning ICML 2025 GOFA: A Generative One-For-All Model for Joint Graph Language Modeling ICLR 2025 Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network IJCAI 2025 Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information ICLR 2025 Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models WACV 2025 GoP2Vec: A few shot learning for pronunciation assessment with goodness of pronunciation (GoP) based representations from an i-vector framework and augmentation Interspeech 2025 GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks ICLR 2025 gowithnlp at SemEval-2025 Task 10: Leveraging Entity-Centric Chain of Thought and Iterative Prompt Refinement for Multi-Label Classification SemEval 2025 GPAvatar: High-fidelity Head Avatars by Learning Efficient Gaussian Projections CVPR 2025 GPEN: Global Position Encoding Network for Enhanced Subgraph Representation Learning ICML 2025 GPL4SRec: Graph Multi-Level Aware Prompt Learning for Streaming Recommendation IJCAI 2025 GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching ICLR 2025 GPT-4 is Judged More Human than Humans in Displaced and Inverted Turing Tests COLING 2025 GRACE: A Granular Benchmark for Evaluating Model Calibration against Human Calibration ACL 2025 GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models COLING 2025 GraDaSE: Graph-Based Dataset Search with Examples EMNLP 2025 GraDeT-HTR: A Resource-Efficient Bengali Handwritten Text Recognition System utilizing Grapheme-based Tokenizer and Decoder-only Transformer EMNLP 2025 GRAD: Generative Retrieval-Aligned Demonstration Sampler for Efficient Few-Shot Reasoning EMNLP 2025 Gradient Aligned Regression via Pairwise Losses ICML 2025 Gradient-based Explanations for Deep Learning Survival Models ICML 2025 Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations AAAI 2025 Gradient Boosting Reinforcement Learning ICML 2025 Gradient Equilibrium in Online Learning: Theory and Applications JMLR 2025