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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

Shunted Self-Attention via Multi-Scale Token Aggregation CVPR 2022
Consistent Explanations by Contrastive Learning CVPR 2022
Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing AAAI 2022
A Deep Learning-Based Face Mask Detector for Autonomous Nano-Drones (Student Abstract) AAAI 2022
An Interactive Explanatory AI System for Industrial Quality Control AAAI 2022
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention AAAI 2022
Smartphone-Based Game Development to Introduce K12 Students in Applied Artificial Intelligence AAAI 2022
Learning with convolution and pooling operations in kernel methods NIPS 2022
Capsule Graph Neural Network for Multi-Label Image Recognition (Student Abstract) AAAI 2022
Expert-Informed, User-Centric Explanations for Machine Learning AAAI 2022
Hard ImageNet: Segmentations for Objects with Strong Spurious Cues NIPS 2022
PeRFception: Perception using Radiance Fields NIPS 2022
Comparison Knowledge Translation for Generalizable Image Classification IJCAI 2022
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World NIPS 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022
UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification NAACL 2022
K-LITE: Learning Transferable Visual Models with External Knowledge NIPS 2022
Less Is More: Pay Less Attention in Vision Transformers AAAI 2022
Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class NIPS 2022
ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022
Sequencer: Deep LSTM for Image Classification NIPS 2022
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification NIPS 2022
ResT V2: Simpler, Faster and Stronger NIPS 2022
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks NIPS 2022
AI-Driven Road Condition Monitoring across Multiple Nations AAAI 2022