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Model Architecture

4,354 papers

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Papers

Understanding and Mitigating Exploding Inverses in Invertible Neural Networks AISTATS 2021
Adaptive wavelet pooling for convolutional neural networks AISTATS 2021
Fractional moment-preserving initialization schemes for training deep neural networks AISTATS 2021
A Change of Variables Method For Rectangular Matrix-Vector Products AISTATS 2021
Mirror Descent View for Neural Network Quantization AISTATS 2021
DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks AISTATS 2021
Associative Convolutional Layers AISTATS 2021
Spectral Tensor Train Parameterization of Deep Learning Layers AISTATS 2021
On the number of linear functions composing deep neural network: Towards a refined definition of neural networks complexity AISTATS 2021
Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling AISTATS 2021
Provable Memorization via Deep Neural Networks using Sub-linear Parameters COLT 2021
Encoder Fusion Network With Co-Attention Embedding for Referring Image Segmentation CVPR 2021
Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo CVPR 2021
Learning Optical Flow From a Few Matches CVPR 2021
Enhancing the Transferability of Adversarial Attacks Through Variance Tuning CVPR 2021
BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification CVPR 2021
AdaBins: Depth Estimation Using Adaptive Bins CVPR 2021
Pulsar: Efficient Sphere-Based Neural Rendering CVPR 2021
Deep Gradient Projection Networks for Pan-sharpening CVPR 2021
ReNAS: Relativistic Evaluation of Neural Architecture Search CVPR 2021
DeepLM: Large-Scale Nonlinear Least Squares on Deep Learning Frameworks Using Stochastic Domain Decomposition CVPR 2021
Coordinate Attention for Efficient Mobile Network Design CVPR 2021
Auto-Exposure Fusion for Single-Image Shadow Removal CVPR 2021
Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement CVPR 2021
Relevance-CAM: Your Model Already Knows Where To Look CVPR 2021