conftrace_

deep network

152 papers

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DN

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neural network (6616) deep learning (2118) representation learning (6206) convolutional neural network (4226) deep neural network (1803) image classification (1944) neural network optimization (1293) stochastic gradient descent (1091) semantic segmentation (3186) model compression (3302)

Papers

Understanding Robust Overfitting of Adversarial Training and Beyond ICML 2022
Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022
When does gradient descent with logistic loss interpolate using deep networks with smoothed ReLU activations? COLT 2021
Mixed-Privacy Forgetting in Deep Networks CVPR 2021
ReZero is all you need: fast convergence at large depth UAI 2021
SOLD2: Self-Supervised Occlusion-Aware Line Description and Detection CVPR 2021
PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper Architectures ICCV 2021
Adaptive Consistency Prior Based Deep Network for Image Denoising CVPR 2021
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! MIDL 2021
DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions CVPR 2021
Deep Networks Provably Classify Data on Curves NIPS 2021
Interpreting Super-Resolution Networks With Local Attribution Maps CVPR 2021
SSA2D: Single Shot Actor-Action Detection in Videos (Student Abstract) AAAI 2021
Automated Symbolic Law Discovery: A Computer Vision Approach AAAI 2021
LassoNet: A Neural Network with Feature Sparsity JMLR 2021
SUNet: Symmetric Undistortion Network for Rolling Shutter Correction ICCV 2021
On Equivariant and Invariant Learning of Object Landmark Representations ICCV 2021
Learning Affinity-Aware Upsampling for Deep Image Matting CVPR 2021
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks NIPS 2021
Learning Binary Decision Trees by Argmin Differentiation ICML 2021
When Are Solutions Connected in Deep Networks? NIPS 2021
Unadversarial Examples: Designing Objects for Robust Vision NIPS 2021
WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning CVPR 2020
Attribution in Scale and Space CVPR 2020
Towards Discriminability and Diversity: Batch Nuclear-Norm Maximization Under Label Insufficient Situations CVPR 2020