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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

TorchXRayVision: A library of chest X-ray datasets and models MIDL 2022
Co-Domain Symmetry for Complex-Valued Deep Learning CVPR 2022
Omnivore: A Single Model for Many Visual Modalities CVPR 2022
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
UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification NAACL 2022
R2D2 at SemEval-2022 Task 5: Attention is only as good as its Values! A multimodal system for identifying misogynist memes NAACL 2022
University of Hildesheim at SemEval-2022 task 5: Combining Deep Text and Image Models for Multimedia Misogyny Detection NAACL 2022
Capsule Graph Neural Network for Multi-Label Image Recognition (Student Abstract) AAAI 2022
Learning with convolution and pooling operations in kernel methods NIPS 2022
Label Hallucination for Few-Shot Classification AAAI 2022
Deepfake Network Architecture Attribution AAAI 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
Neural Networks Classify through the Class-Wise Means of Their Representations AAAI 2022
Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention IJCAI 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022
SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image IJCAI 2022
Explainable Planner Selection for Classical Planning AAAI 2022
AI-Driven Road Condition Monitoring across Multiple Nations AAAI 2022
A Deep Learning-Based Face Mask Detector for Autonomous Nano-Drones (Student Abstract) 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