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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
'5
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'25

Papers (including subtopics)

Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs ICLR 2024 Zero-Reference Low-Light Enhancement via Physical Quadruple Priors CVPR 2024 ZeroRF: Fast Sparse View 360deg Reconstruction with Zero Pretraining CVPR 2024 ZeroShape: Regression-based Zero-shot Shape Reconstruction CVPR 2024 Zero-shot Cross-lingual Alignment for Embedding Initialization ACL 2024 Zero-Shot Reinforcement Learning via Function Encoders ICML 2024 Zero-Shot Sketch Based Image Retrieval via Modality Capacity Guidance IJCAI 2024 Zero-Shot Tokenizer Transfer NeurIPS 2024 Zhenmei at WASSA-2024 Empathy and Personality Shared Track 2 Incorporating Pearson Correlation Coefficient as a Regularization Term for Enhanced Empathy and Emotion Prediction in Conversational Turns ACL 2024 Zipfian Whitening NeurIPS 2024 ℓ_p-Regression in the Arbitrary Partition Model of Communication COLT 2023 H-Consistency Bounds: Characterization and Extensions NeurIPS 2023 H-Consistency Bounds for Pairwise Misranking Loss Surrogates ICML 2023 k-Means Clustering with Distance-Based Privacy NeurIPS 2023 $\mathscr{N}$-WL: A New Hierarchy of Expressivity for Graph Neural Networks ICLR 2023 p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison NeurIPS 2023 2D-Shapley: A Framework for Fragmented Data Valuation ICML 2023 2*n is better than n2: Decomposing Event Coreference Resolution into Two Tractable Problems ACL 2023 3D Assembly Completion AAAI 2023 3D-Aware Multi-Class Image-to-Image Translation With NeRFs CVPR 2023 3D Human Mesh Recovery with Sequentially Global Rotation Estimation ICCV 2023 3DMiner: Discovering Shapes from Large-Scale Unannotated Image Datasets ICCV 2023 3D molecule generation by denoising voxel grids NeurIPS 2023 3D Semantic Subspace Traverser: Empowering 3D Generative Model with Shape Editing Capability ICCV 2023 3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment ICCV 2023