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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)

SURE: SUrvey REcipes for building reliable and robust deep networks CVPR 2024 Surgical Feature-Space Decomposition of LLMs: Why, When and How? ACL 2024 Surrogate Active Subspaces for Jump-Discontinuous Functions AISTATS 2024 Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee JMLR 2024 SussexAI at ArAIEval Shared Task: Mitigating Class Imbalance in Arabic Propaganda Detection ACL 2024 Sustained Vowels for Pre- vs Post-Treatment COPD Classification Interspeech 2024 SuteAlbastre at SemEval-2024 Task 4: Predicting Propaganda Techniques in Multilingual Memes using Joint Text and Vision Transformers SemEval 2024 SVD-AE: Simple Autoencoders for Collaborative Filtering IJCAI 2024 SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective CVPR 2024 SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors NeurIPS 2024 Swallowing the Bitter Pill: Simplified Scalable Conformer Generation ICML 2024 SWAN: SubWord Alignment Network for HMM-free word timing estimation in end-to-end automatic speech recognition Interspeech 2024 SwiftThief: Enhancing Query Efficiency of Model Stealing by Contrastive Learning IJCAI 2024 SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention NeurIPS 2024 Switching Tongues, Sharing Hearts: Identifying the Relationship between Empathy and Code-switching in Speech Interspeech 2024 SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment ICML 2024 Symbol as Points: Panoptic Symbol Spotting via Point-based Representation ICLR 2024 Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems AAAI 2024 Symbolic Regression Enhanced Decision Trees for Classification Tasks AAAI 2024 Symbolic Regression with a Learned Concept Library NeurIPS 2024 Symmetric Linear Bandits with Hidden Symmetry NeurIPS 2024 Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching ICLR 2024 Symmetric Single Index Learning ICLR 2024 Symmetry Discovery Beyond Affine Transformations NeurIPS 2024 Symmetry-Informed Governing Equation Discovery NeurIPS 2024