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Deep Learning
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Model Architecture
4,351 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
Rethinking Graph Neural Architecture Search From Message-Passing
CVPR 2021
LAFEAT: Piercing Through Adversarial Defenses With Latent Features
CVPR 2021
See Through Gradients: Image Batch Recovery via GradInversion
CVPR 2021
RSN: Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection
CVPR 2021
Learnable Companding Quantization for Accurate Low-Bit Neural Networks
CVPR 2021
BCNet: Searching for Network Width With Bilaterally Coupled Network
CVPR 2021
HR-NAS: Searching Efficient High-Resolution Neural Architectures With Lightweight Transformers
CVPR 2021
Fourier Contour Embedding for Arbitrary-Shaped Text Detection
CVPR 2021
Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning
CVPR 2021
Quality-Agnostic Image Recognition via Invertible Decoder
CVPR 2021
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements
CVPR 2021
Playable Video Generation
CVPR 2021
Permute, Quantize, and Fine-Tune: Efficient Compression of Neural Networks
CVPR 2021
StyleMix: Separating Content and Style for Enhanced Data Augmentation
CVPR 2021
Co-Grounding Networks With Semantic Attention for Referring Expression Comprehension in Videos
CVPR 2021
FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining
CVPR 2021
RaScaNet: Learning Tiny Models by Raster-Scanning Images
CVPR 2021
GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation
CVPR 2021
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures
CVPR 2021
Tuning IR-Cut Filter for Illumination-Aware Spectral Reconstruction From RGB
CVPR 2021
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling
CVPR 2021
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing
CVPR 2021
Removing Raindrops and Rain Streaks in One Go
CVPR 2021
Joint Learning of 3D Shape Retrieval and Deformation
CVPR 2021
Learning Affinity-Aware Upsampling for Deep Image Matting
CVPR 2021
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