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Deep Learning
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Model Architecture
4351 directly classified papers
Papers per year
2006: 1
2008: 1
2009: 1
2010: 1
2013: 5
2014: 5
2015: 22
2016: 57
2017: 124
2018: 231
2019: 415
2020: 405
2021: 617
2022: 503
2023: 619
2024: 584
2025: 505
2026: 255
Papers
Elevating AI on the Edge: A Demonstration of MIMaaS (Machine Intelligence with Microcontroller-as-a-Service)
AAAI 2026
DeepRWCap: Neural-Guided Random-Walk Capacitance Solver for IC Design
AAAI 2026
Mem4D: Decoupling Static and Dynamic Memory for Dynamic Scene Reconstruction
AAAI 2026
Split-Layer: Enhancing Implicit Neural Representation by Maximizing the Dimensionality of Feature Space
AAAI 2026
QuantVSR: Low-Bit Post-Training Quantization for Real-World Video Super-Resolution
AAAI 2026
HybriDLA: Hybrid Generation for Document Layout Analysis
AAAI 2026
FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation
AAAI 2026
Dual-stream Relation-modeling Disentanglement for Cloth-Changing Person Re-Identification
AAAI 2026
LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers
AAAI 2026
Difficulty-Aware Label-Guided Denoising for Monocular 3D Object Detection
AAAI 2026
SAM-DAQ: Segment Anything Model with Depth-guided Adaptive Queries for RGB-D Video Salient Object Detection
AAAI 2026
Orthogonal Spatial-temporal Distributional Transfer for 4D Generation
AAAI 2026
Hilbert Curve-Encoded Rotation-Equivariant Oriented Object Detector with Locality-Preserving Spatial Mapping
AAAI 2026
SpecDiff: Accelerating Diffusion Model Inference with Self-Speculation
AAAI 2026
Topology-Inspired Backward-Free Framework for Test-Time Adaptation in Medical Detection
AAAI 2026
Organ-Aware Routing Mixture-of-Retrieval Augmented Generation for Fetal Ultrasound Reporting
AAAI 2026
Mitigating Negative Flips via Margin Preserving Training
AAAI 2026
Sparse4DGS: 4D Gaussian Splatting for Sparse-Frame Dynamic Scene Reconstruction
AAAI 2026
T-LoRA: Single Image Diffusion Model Customization Without Overfitting
AAAI 2026
FLAG-4D: Flow-Guided Local-Global Dual-Deformation Model for 4D Reconstruction
AAAI 2026
PGMamba: A Physical Model-Guided Global Mamba for Underwater Image Enhancement
AAAI 2026
Neural Video Compression with Reference Hierarchy
AAAI 2026
InterCoser: Interactive 3D Character Creation with Disentangled Fine-Grained Features
AAAI 2026
MCGS: Markov Chain Gaussian Splatting for Dynamic Scenes Reconstruction
AAAI 2026
ARIW-Framework: Adaptive Robust Iterative Watermarking Framework
AAAI 2026
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