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image classification

1943 papers

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convolutional neural network (4216) object detection (2759) semantic segmentation (3179) transfer learning (5442) vision transformer (1091) neural network (6616) representation learning (6174) multimodal learning (4622) data augmentation (3037) feature learning (1309)

Papers

ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers NIPS 2021
Pareto Domain Adaptation NIPS 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark CVPR 2021
Data Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract) AAAI 2021
Channel Augmented Joint Learning for Visible-Infrared Recognition ICCV 2021
Convolutional Neural Networks Are Not Invariant to Translation, but They Can Learn to Be JMLR 2021
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and an Approach ICCV 2021
UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth ACL 2021
Robust Contrastive Learning Using Negative Samples with Diminished Semantics NIPS 2021
Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract) AAAI 2021
AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning WACV 2021
A Vector-Based Representation to Enhance Head Pose Estimation WACV 2021
Self Supervision for Attention Networks WACV 2021
Path to Automating Ocean Health Monitoring AAAI 2021
Relational Classification of Biological Cells in Microscopy Images AAAI 2021
Capsule Network Is Not More Robust Than Convolutional Network CVPR 2021
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic CVPR 2021
Intentonomy: A Dataset and Study Towards Human Intent Understanding CVPR 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021
Geography-Aware Self-Supervised Learning ICCV 2021
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes ACL 2021
Self-Born Wiring for Neural Trees ICCV 2021
Explaining Classifiers Using Adversarial Perturbations on the Perceptual Ball CVPR 2021
Adaptive Aggregation Networks for Class-Incremental Learning CVPR 2021
AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence CVPR 2021