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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)

Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning ICLR 2024 NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization EMNLP 2024 Neuromorphic Event Signal-Driven Network for Video De-raining AAAI 2024 Neuromorphic Keyword Spotting with Pulse Density Modulation MEMS Microphones Interspeech 2024 Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization ICLR 2024 Neuronal Competition Groups with Supervised STDP for Spike-Based Classification NeurIPS 2024 Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice ICLR 2024 Neurons in Large Language Models: Dead, N-gram, Positional ACL 2024 Neurosymbolic Grounding for Compositional World Models ICLR 2024 Neuro-Symbolic Temporal Point Processes ICML 2024 NeuSurf: On-Surface Priors for Neural Surface Reconstruction from Sparse Input Views AAAI 2024 NewbieML at SemEval-2024 Task 8: Ensemble Approach for Multidomain Machine-Generated Text Detection SemEval 2024 New Datasets for Automatic Detection of Textual Entailment and of Contradictions between Sentences in French COLING 2024 New Evaluation Methodology for Qualitatively Comparing Classification Models COLING 2024 New Intent Discovery with Attracting and Dispersing Prototype COLING 2024 NeWRF: A Deep Learning Framework for Wireless Radiation Field Reconstruction and Channel Prediction ICML 2024 Newswire: A Large-Scale Structured Database of a Century of Historical News NeurIPS 2024 NExT-Chat: An LMM for Chat, Detection and Segmentation ICML 2024 NfgTransformer: Equivariant Representation Learning for Normal-form Games ICLR 2024 NICE: To Optimize In-Context Examples or Not? ACL 2024 NIVeL: Neural Implicit Vector Layers for Text-to-Vector Generation CVPR 2024 NJUST-KMG at TRAC-2024 Tasks 1 and 2: Offline Harm Potential Identification COLING 2024 NLP_DI at NADI 2024 shared task: Multi-label Arabic Dialect Classifications with an Unsupervised Cross-Encoder ACL 2024 NLP for Digital Humanities: Processing Chronological Text Corpora EMNLP 2024 NLP-LISAC at SemEval-2024 Task 1: Transformer-based approaches for Determining Semantic Textual Relatedness SemEval 2024