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image classification

1944 papers

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convolutional neural network (4226) object detection (2762) semantic segmentation (3186) transfer learning (5449) vision transformer (1106) neural network (6616) representation learning (6206) multimodal learning (4645) data augmentation (3052) feature learning (1311)

Papers

Refining Activation Downsampling With SoftPool ICCV 2021
Towards robust vision by multi-task learning on monkey visual cortex NIPS 2021
Early Convolutions Help Transformers See Better NIPS 2021
Multi-view Feature Augmentation with Adaptive Class Activation Mapping IJCAI 2021
GM-MLIC: Graph Matching based Multi-Label Image Classification IJCAI 2021
Uncertainty-Aware Few-Shot Image Classification IJCAI 2021
Distilling Global and Local Logits With Densely Connected Relations ICCV 2021
Multiscale Vision Transformers ICCV 2021
Going Deeper With Image Transformers ICCV 2021
Visformer: The Vision-Friendly Transformer ICCV 2021
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning NIPS 2021
Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model NIPS 2021
Dual-stream Network for Visual Recognition NIPS 2021
MLP-Mixer: An all-MLP Architecture for Vision NIPS 2021
Explanation-based Data Augmentation for Image Classification NIPS 2021
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization ICCV 2021
Learning To Resize Images for Computer Vision Tasks ICCV 2021
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases NIPS 2020
Learning Loss for Test-Time Augmentation NIPS 2020
Multiscale Deep Equilibrium Models NIPS 2020
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection WACV 2020
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection CVPR 2020
Towards Oracle Knowledge Distillation with Neural Architecture Search AAAI 2020
Training Linear Finite-State Machines NIPS 2020
Learning Visual Emotion Representations From Web Data CVPR 2020