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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)

NovoBench: Benchmarking Deep Learning-based \emph{De Novo} Sequencing Methods in Proteomics NeurIPS 2024 nowhash at SemEval-2024 Task 4: Exploiting Fusion of Transformers for Detecting Persuasion Techniques in Multilingual Memes SemEval 2024 NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors CVPR 2024 NU at WASSA 2024 Empathy and Personality Shared Task: Enhancing Personality Predictions with Knowledge Graphs; A Graphical Neural Network and LightGBM Ensemble Approach ACL 2024 Nuclear Fusion Diamond Polishing Dataset NeurIPS 2024 Nuclear Norm Regularization for Deep Learning NeurIPS 2024 Nuclei Segmentation in Histopathological Images with Enhanced U-Net3+ MIDL 2024 Nullpointer at ArAIEval Shared Task: Arabic Propagandist Technique Detection with Token-to-Word Mapping in Sequence Tagging ACL 2024 Numbers Matter! Bringing Quantity-awareness to Retrieval Systems EMNLP 2024 NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning EMNLP 2024 NYCU-NLP at EXALT 2024: Assembling Large Language Models for Cross-Lingual Emotion and Trigger Detection ACL 2024 OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification ICML 2024 Object centric architectures enable efficient causal representation learning ICLR 2024 Object-Centric Learning with Slot Mixture Module ICLR 2024 Object Recognition as Next Token Prediction CVPR 2024 Object Re-Identification From Point Clouds WACV 2024 Observable Propagation: Uncovering Feature Vectors in Transformers ICML 2024 OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization Interspeech 2024 OctavianB at SemEval-2024 Task 6: An exploration of humanlike qualities of hallucinated LLM texts SemEval 2024 Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE ICLR 2024 Octo: An Open-Source Generalist Robot Policy RSS 2024 Oddballs and Misfits: Detecting Implicit Abuse in Which Identity Groups are Depicted as Deviating from the Norm EMNLP 2024 OdiaGenAI’s Participation in WMT2024 English-to-Low Resource Multimodal Translation Task EMNLP 2024 Offensiveness, Hate, Emotion and GPT: Benchmarking GPT3.5 and GPT4 as Classifiers on Twitter-specific Datasets COLING 2024 Offline Actor-Critic Reinforcement Learning Scales to Large Models ICML 2024