image classification

1943 papers

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Co-occurring keywords

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

Three Towers: Flexible Contrastive Learning with Pretrained Image Models NIPS 2023

Learning To Name Classes for Vision and Language Models CVPR 2023

Co-Training 2L Submodels for Visual Recognition CVPR 2023

MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation CVPR 2023

Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models CVPR 2023

Robustness in Multimodal Learning under Train-Test Modality Mismatch ICML 2023

ViTs for SITS: Vision Transformers for Satellite Image Time Series CVPR 2023

Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases NIPS 2023

Dropout Reduces Underfitting ICML 2023

CHAMMI: A benchmark for channel-adaptive models in microscopy imaging NIPS 2023

GEO-Bench: Toward Foundation Models for Earth Monitoring NIPS 2023

Class Adaptive Network Calibration CVPR 2023

Neighborhood Attention Transformer CVPR 2023

ConvNeXt V2: Co-Designing and Scaling ConvNets With Masked Autoencoders CVPR 2023

PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers CVPR 2023

Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks ICML 2023

Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation CVPR 2023

Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs IJCAI 2023

DropKey for Vision Transformer CVPR 2023

Soft Augmentation for Image Classification CVPR 2023

Learning Expressive Prompting With Residuals for Vision Transformers CVPR 2023

I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification CVPR 2023

Joint Token Pruning and Squeezing Towards More Aggressive Compression of Vision Transformers CVPR 2023

DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction CVPR 2023

DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network CVPR 2023