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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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Papers (including subtopics)

InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks COLING 2024 Infinite-Dimensional Feature Interaction NeurIPS 2024 InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning CVPR 2024 InfoCon: Concept Discovery with Generative and Discriminative Informativeness ICLR 2024 InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment COLING 2024 InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification IJCAI 2024 InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization ICML 2024 Information Retention via Learning Supplemental Features ICLR 2024 Information-theoretic Limits of Online Classification with Noisy Labels NeurIPS 2024 Infusing Acoustic Pause Context into Text-Based Dementia Assessment Interspeech 2024 Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models NeurIPS 2024 INGEOTEC at SemEval-2024 Task 10: Bag of Words Classifiers SemEval 2024 Inherently Interpretable Time Series Classification via Multiple Instance Learning ICLR 2024 Initial Guessing Bias: How Untrained Networks Favor Some Classes ICML 2024 Initializing Services in Interactive ML Systems for Diverse Users NeurIPS 2024 Innovators at SemEval-2024 Task 10: Revolutionizing Emotion Recognition and Flip Analysis in Code-Mixed Texts SemEval 2024 In Pursuit of Causal Label Correlations for Multi-label Image Recognition NeurIPS 2024 Input Margins Can Predict Generalization Too AAAI 2024 INQUIRE: A Natural World Text-to-Image Retrieval Benchmark NeurIPS 2024 Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction ICLR 2024 In Search of a Data Transformation That Accelerates Neural Field Training CVPR 2024 InsertGNN: A Hierarchical Graph Neural Network for the TOEFL Sentence Insertion Problem EMNLP 2024 Insert or Attach: Taxonomy Completion via Box Embedding ACL 2024 Instance-Adaptive and Geometric-Aware Keypoint Learning for Category-Level 6D Object Pose Estimation CVPR 2024 Instance-based Max-margin for Practical Few-shot Recognition CVPR 2024