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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)

Functions with average smoothness: structure, algorithms, and learning JMLR 2024 Fundamental Limits of Non-Linear Low-Rank Matrix Estimation COLT 2024 Fun with Flags: Robust Principal Directions via Flag Manifolds CVPR 2024 FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images NeurIPS 2024 FUSE: Fast Unified Simulation and Estimation for PDEs NeurIPS 2024 FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NeurIPS 2024 FUSE - FrUstration and Surprise Expressions: A Subtle Emotional Multimodal Language Corpus COLING 2024 FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion ACL 2024 FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion NeurIPS 2024 Fusing Individualized Treatment Rules Using Secondary Outcomes AISTATS 2024 Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person Views CVPR 2024 G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training NeurIPS 2024 G^2SAM: Graph-Based Global Semantic Awareness Method for Multimodal Sarcasm Detection AAAI 2024 GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings ICLR 2024 Gaitor: Learning a Unified Representation Across Gaits for Real-World Quadruped Locomotion CoRL 2024 Gap-Free Clustering: Sensitivity and Robustness of SDP COLT 2024 GART: Gaussian Articulated Template Models CVPR 2024 Gated Inference Network: Inference and Learning State-Space Models NeurIPS 2024 GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians CVPR 2024 Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images NeurIPS 2024 Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians CVPR 2024 Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding AAAI 2024 Gaussian Process Bandits for Top-k Recommendations NeurIPS 2024 Gaussian Processes on Cellular Complexes ICML 2024 Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels AISTATS 2024