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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)

Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements JMLR 2022 Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments EMNLP 2022 Scaling Neural Program Synthesis with Distribution-Based Search AAAI 2022 Scaling Open vSwitch with a Computational Cache NSDI 2022 Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning NeurIPS 2022 Scaling Up Influence Functions AAAI 2022 SCAMPS: Synthetics for Camera Measurement of Physiological Signals NeurIPS 2022 SCD: Self-Contrastive Decorrelation of Sentence Embeddings ACL 2022 Scene Graph Expansion for Semantics-Guided Image Outpainting CVPR 2022 Scene Graph Modification as Incremental Structure Expanding COLING 2022 Scene-Text Aware Image and Text Retrieval with Dual-Encoder ACL 2022 ScePT: Scene-Consistent, Policy-Based Trajectory Predictions for Planning CVPR 2022 SciNLI: A Corpus for Natural Language Inference on Scientific Text ACL 2022 Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations ICML 2022 Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models ICML 2022 Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? Interspeech 2022 SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models AAAI 2022 SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation AAAI 2022 SDR: Efficient Neural Re-ranking using Succinct Document Representation ACL 2022 SE(3) Equivariant Graph Neural Networks with Complete Local Frames ICML 2022 SE(3)-Equivariant Point Cloud-Based Place Recognition CoRL 2022 SE(3)-Equivariant Relational Rearrangement with Neural Descriptor Fields CoRL 2022 Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue AACL 2022 Search and Learn: Improving Semantic Coverage for Data-to-Text Generation AAAI 2022 Searching for Fine-Grained Queries in Radiology Reports Using Similarity-Preserving Contrastive Embedding MLHC 2022