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Convolutional Neural Networks

973 papers

Papers per year

2
63
112
24
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Papers

BioNet: A Biologically-Inspired Network for Face Recognition CVPR 2023
Network Expansion for Practical Training Acceleration CVPR 2023
DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network CVPR 2023
High-Frequency Stereo Matching Network CVPR 2023
SMPConv: Self-Moving Point Representations for Continuous Convolution CVPR 2023
Simple Cues Lead to a Strong Multi-Object Tracker CVPR 2023
PIDNet: A Real-Time Semantic Segmentation Network Inspired by PID Controllers CVPR 2023
LinK: Linear Kernel for LiDAR-Based 3D Perception CVPR 2023
Learned Image Compression With Mixed Transformer-CNN Architectures CVPR 2023
Interactive Cartoonization With Controllable Perceptual Factors CVPR 2023
Log-Polar Space Convolution Layers NIPS 2022
Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited NIPS 2022
Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms NIPS 2022
Semantic Diffusion Network for Semantic Segmentation NIPS 2022
Towards Disentangling Information Paths with Coded ResNeXt NIPS 2022
GhostNetV2: Enhance Cheap Operation with Long-Range Attention NIPS 2022
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions NIPS 2022
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels NIPS 2022
Hilbert Distillation for Cross-Dimensionality Networks NIPS 2022
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing NIPS 2022
Improved techniques for deterministic l2 robustness NIPS 2022
Efficient Architecture Search for Diverse Tasks NIPS 2022
Dynamic Sparse Network for Time Series Classification: Learning What to “See” NIPS 2022
Exploring Figure-Ground Assignment Mechanism in Perceptual Organization NIPS 2022
TREC: Transient Redundancy Elimination-based Convolution NIPS 2022