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Methodology
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Deep Learning
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11300 directly classified papers
Papers per year
2002: 2
2003: 3
2006: 11
2007: 13
2008: 16
2009: 16
2010: 23
2011: 27
2012: 30
2013: 55
2014: 69
2015: 145
2016: 408
2017: 695
2018: 1065
2019: 1479
2020: 1348
2021: 1407
2022: 1147
2023: 1123
2024: 1083
2025: 811
2026: 324
Papers
SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability
AAAI 2026
Scientifically-Interpretable Reasoning Network (ScIReN): Discovering Hidden Relationships in the Carbon Cycle and Beyond
AAAI 2026
Building Instance Segmentation for Dense Urban Settlements
AAAI 2026
HypoxSpike: Ternary Spiking Neural Network for Opioid Overdose Detection
AAAI 2026
BSAN: Behavioral State Attention Network for Modeling Mosquito Host-Seeking Behavior
AAAI 2026
Improving Day-Ahead Grid Carbon Intensity Forecasting by Joint Modeling of Local-Temporal and Cross-Variable Dependencies Across Different Frequencies
AAAI 2026
Generative Graphical Inverse Kinematics (Abstract Reprint)
AAAI 2026
Integrating Fourier Neural Operators into High-Fidelity Helicopter Flight Simulation for Real-Time Urban Wind Prediction
AAAI 2026
Localized Near Surface Temperature Inversion Forecasting Using Long Short-Term Memory
AAAI 2026
Weight Entropy-Maximised Evidential Metamodel for Uncertainty Quantification (Student Abstract)
AAAI 2026
Modeling Retinal Ganglion Cells with Neural Differential Equations (Student Abstract)
AAAI 2026
Deterministic Hyperdimensional Learning with Rank Refinement (Student Abstract)
AAAI 2026
Towards Data-Efficient Deep Learning for RNA 3D Structure Prediction and Design
AAAI 2026
Maniflat3D: Learning 3D Geometry Through Planar Representations from Multi-Layer Unwrapping
AAAI 2026
MambaOVSR: Multiscale Fusion with Global Motion Modeling for Chinese Opera Video Super-Resolution
AAAI 2026
HandMCM: Multi-modal Point Cloud-based Correspondence State Space Model for 3D Hand Pose Estimation
AAAI 2026
Primary Visual Cortex Inspired Point Cloud Analysis Framework
AAAI 2026
IQGS: Instance Query-based Gaussian Segmentation
AAAI 2026
S3Net: Spatiotemporally Separated Sparse Network for Neuromorphic Vision Processing
AAAI 2026
COSMOS: Coherent SuperGaussian Modeling with Spatial Priors for Sparse-View 3D Splatting
AAAI 2026
HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment
AAAI 2026
One2Seq: One-Token Wise Decoder for Efficient Scene Text Recognition
AAAI 2026
Neural Outline Cache for Real-time Anti-aliasing Font Rendering
AAAI 2026
AlignTrack: Top-Down Spatiotemporal Resolution Alignment for RGB-Event Visual Tracking
AAAI 2026
Unsupervised Multi-Parameter Inverse Solving for Reducing Ring Artifacts in 3D X-Ray CBCT
AAAI 2026
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