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Model Architecture

4351 directly classified papers

Papers per year

Papers

L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks CVPR 2020
Augment Your Batch: Improving Generalization Through Instance Repetition CVPR 2020
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems CVPR 2020
Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions CVPR 2020
PointASNL: Robust Point Clouds Processing Using Nonlocal Neural Networks With Adaptive Sampling CVPR 2020
Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models CVPR 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions CVPR 2020
Binarizing MobileNet via Evolution-Based Searching CVPR 2020
Butterfly Transform: An Efficient FFT Based Neural Architecture Design CVPR 2020
Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations CVPR 2020
Dataless Model Selection With the Deep Frame Potential CVPR 2020
GIFnets: Differentiable GIF Encoding Framework CVPR 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets CVPR 2020
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning CVPR 2020
Rethinking Differentiable Search for Mixed-Precision Neural Networks CVPR 2020
DMCP: Differentiable Markov Channel Pruning for Neural Networks CVPR 2020
Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels NIPS 2020
Neural Architecture Generator Optimization NIPS 2020
Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays MIDL 2020
Retiarii: A Deep Learning Exploratory-Training Framework OSDI 2020
Feed-forward Neural Networks with Trainable Delay L4DC 2020
Differentiable Logic Layer for Rule Guided Trajectory Prediction CORL 2020
Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes CORL 2020
Deep Differentiable Grasp Planner for High-DOF Grippers RSS 2020