conftrace_

deep network

152 papers

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DN

Co-occurring keywords

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

Collaborative Channel Pruning for Deep Networks ICML 2019
Learning and the Unknown: Surveying Steps toward Open World Recognition AAAI 2019
ESIR: End-To-End Scene Text Recognition via Iterative Image Rectification CVPR 2019
Surfing: Iterative Optimization Over Incrementally Trained Deep Networks NIPS 2019
Minimal Achievable Sufficient Statistic Learning ICML 2019
Stochastic Deep Networks ICML 2019
Shadow Removal via Shadow Image Decomposition ICCV 2019
Beyond Cartesian Representations for Local Descriptors ICCV 2019
Subtask Gated Networks for Non-Intrusive Load Monitoring AAAI 2019
Feature Transfer Learning for Face Recognition With Under-Represented Data CVPR 2019
Robust Facial Landmark Detection via Occlusion-Adaptive Deep Networks CVPR 2019
Zoom to Learn, Learn to Zoom CVPR 2019
Implicit Semantic Data Augmentation for Deep Networks NIPS 2019
Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets NIPS 2019
Adaptation Strategies for Applying AWGN-Based Denoiser to Realistic Noise AAAI 2019
Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss CVPR 2019
Embedding Complementary Deep Networks for Image Classification CVPR 2019
A Primal Dual Formulation For Deep Learning With Constraints NIPS 2019
You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle NIPS 2019
Deep ReLU Networks Have Surprisingly Few Activation Patterns NIPS 2019
This Looks Like That: Deep Learning for Interpretable Image Recognition NIPS 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop ICCV 2019
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels ICML 2018
Think Visually: Question Answering through Virtual Imagery ACL 2018
Variational Inference based on Robust Divergences AISTATS 2018