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Deep Learning
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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
A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives
AAAI 2024
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing
AAAI 2024
AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer
NIPS 2024
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement
AAAI 2024
EAN: An Efficient Attention Module Guided by Normalization for Deep Neural Networks
AAAI 2024
Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB
AAAI 2024
Unleashing Channel Potential: Space-Frequency Selection Convolution for SAR Object Detection
CVPR 2024
A Unified Environmental Network for Pedestrian Trajectory Prediction
AAAI 2024
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks
AAAI 2024
FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring
CVPR 2024
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
NIPS 2024
When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks
AAAI 2024
Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction
AAAI 2024
Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging
AAAI 2024
Patched Line Segment Learning for Vector Road Mapping
AAAI 2024
ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions
CVPR 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
CVPR 2024
A2XP: Towards Private Domain Generalization
CVPR 2024
Continual learning with the neural tangent ensemble
NIPS 2024
PanoRecon: Real-Time Panoptic 3D Reconstruction from Monocular Video
CVPR 2024
DIUSum: Dynamic Image Utilization for Multimodal Summarization
AAAI 2024
Hierarchical Patch Diffusion Models for High-Resolution Video Generation
CVPR 2024
Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge
WACV 2024
Orthogonal Adaptation for Modular Customization of Diffusion Models
CVPR 2024
Cached Transformers: Improving Transformers with Differentiable Memory Cachde
AAAI 2024
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