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image classification

1944 papers

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Co-occurring keywords

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

Dynamic Resolution Network NIPS 2021
Global Filter Networks for Image Classification NIPS 2021
CoAtNet: Marrying Convolution and Attention for All Data Sizes NIPS 2021
Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration NIPS 2021
Dataset Distillation with Infinitely Wide Convolutional Networks NIPS 2021
Dynamic Grained Encoder for Vision Transformers NIPS 2021
Diversity Matters When Learning From Ensembles NIPS 2021
Robust Implicit Networks via Non-Euclidean Contractions NIPS 2021
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation NIPS 2021
One Explanation is Not Enough: Structured Attention Graphs for Image Classification NIPS 2021
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition NIPS 2021
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics NIPS 2021
Hard-Attention for Scalable Image Classification NIPS 2021
ResT: An Efficient Transformer for Visual Recognition NIPS 2021
Transformer in Transformer NIPS 2021
All Tokens Matter: Token Labeling for Training Better Vision Transformers NIPS 2021
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning NIPS 2021
Long-Short Transformer: Efficient Transformers for Language and Vision NIPS 2021
Robust Contrastive Learning Using Negative Samples with Diminished Semantics NIPS 2021
Unlocking the Potential of Ordinary Classifier: Class-Specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation ICCV 2021
Partner-Assisted Learning for Few-Shot Image Classification ICCV 2021
Domain Generalization via Gradient Surgery ICCV 2021
Pareto Domain Adaptation NIPS 2021
Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks NIPS 2021
Grounding inductive biases in natural images: invariance stems from variations in data NIPS 2021