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← Core Methods
Machine Learning
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Core Methods
›
Representation Learning
18,863 papers
Papers per year
2000: 2
2001: 4
2002: 2
2003: 18
2004: 4
2005: 9
2006: 62
2007: 61
2008: 74
2009: 73
2010: 96
2011: 103
2012: 131
2013: 283
2014: 255
2015: 295
2016: 426
2017: 691
2018: 1066
2019: 1798
2020: 1830
2021: 2207
2022: 2109
2023: 2560
2024: 2177
2025: 1926
2026: 601
Papers
CMG-Net: Robust Normal Estimation for Point Clouds via Chamfer Normal Distance and Multi-Scale Geometry
AAAI 2024
Locality Preserving Refinement for Shape Matching with Functional Maps
AAAI 2024
Learning by Erasing: Conditional Entropy Based Transferable Out-of-Distribution Detection
AAAI 2024
Unsupervised Action Segmentation via Fast Learning of Semantically Consistent Actoms
AAAI 2024
Patched Line Segment Learning for Vector Road Mapping
AAAI 2024
Learning Invariant Inter-pixel Correlations for Superpixel Generation
AAAI 2024
A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation
AAAI 2024
Semantic-Aware Transformation-Invariant RoI Align
AAAI 2024
Motion Deblurring via Spatial-Temporal Collaboration of Frames and Events
AAAI 2024
Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning
AAAI 2024
Point Cloud Part Editing: Segmentation, Generation, Assembly, and Selection
AAAI 2024
Aligning Geometric Spatial Layout in Cross-View Geo-Localization via Feature Recombination
AAAI 2024
A Computation-Aware Shape Loss Function for Point Cloud Completion
AAAI 2024
Transformer-Based Selective Super-resolution for Efficient Image Refinement
AAAI 2024
Learning Discriminative Noise Guidance for Image Forgery Detection and Localization
AAAI 2024
Rethinking Mesh Watermark: Towards Highly Robust and Adaptable Deep 3D Mesh Watermarking
AAAI 2024
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks
AAAI 2024
Dense Projection for Anomaly Detection
AAAI 2024
Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications
AAAI 2024
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation
AAAI 2024
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling
AAAI 2024
VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation
AAAI 2024
Learning to Rank in Generative Retrieval
AAAI 2024
Urban Region Embedding via Multi-View Contrastive Prediction
AAAI 2024
Knowledge Graph Error Detection with Contrastive Confidence Adaption
AAAI 2024
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