Compressing Features for Learning with Noisy Labels Jun 27, 2022 Feature Compression Feature Importance
Code Code Available 1Thermodynamics-inspired Explanations of Artificial Intelligence Jun 27, 2022 feature selection image-classification
Code Code Available 1Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification Jun 27, 2022 Classification image-classification
Code Code Available 1Self-supervised Learning in Remote Sensing: A Review Jun 27, 2022 Earth Observation Image Classification
Code Code Available 1PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance Jun 25, 2022 image-classification Image Classification
Code Code Available 1Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space Jun 23, 2022 Action Recognition image-classification
Code Code Available 1Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency Jun 23, 2022 Classification image-classification
Code Code Available 1How to Combine Variational Bayesian Networks in Federated Learning Jun 22, 2022 Federated Learning image-classification
Code Code Available 1Feature Re-calibration based Multiple Instance Learning for Whole Slide Image Classification Jun 22, 2022 image-classification Image Classification
Code Code Available 1TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks Jun 21, 2022 image-classification Image Classification
Code Code Available 1Vicinity Vision Transformer Jun 21, 2022 image-classification Image Classification
Code Code Available 1VulCNN: An Image-inspired Scalable Vulnerability Detection System Jun 20, 2022 image-classification Image Classification
Code Code Available 1Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification Jun 20, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm Jun 19, 2022 image-classification Image Classification
Code Code Available 1FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification Jun 17, 2022 Federated Learning Few-Shot Learning
Code Code Available 1DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification Jun 17, 2022 Classification image-classification
Code Code Available 1Simple and Efficient Architectures for Semantic Segmentation Jun 16, 2022 Decoder image-classification
Code Code Available 1Channel Importance Matters in Few-Shot Image Classification Jun 16, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1PRANC: Pseudo RAndom Networks for Compacting deep models Jun 16, 2022 image-classification Image Classification
Code Code Available 1Boosting the Adversarial Transferability of Surrogate Models with Dark Knowledge Jun 16, 2022 Adversarial Attack Face Verification
Code Code Available 1SP-ViT: Learning 2D Spatial Priors for Vision Transformers Jun 15, 2022 image-classification Image Classification
Code Code Available 1Differentiable Top-k Classification Learning Jun 15, 2022 General Classification Image Classification
Code Code Available 1Morphence-2.0: Evasion-Resilient Moving Target Defense Powered by Out-of-Distribution Detection Jun 15, 2022 image-classification Image Classification
Code Code Available 1Masked Frequency Modeling for Self-Supervised Visual Pre-Training Jun 15, 2022 image-classification Image Classification
Code Code Available 1Peripheral Vision Transformer Jun 14, 2022 image-classification Image Classification
Code Code Available 1Evaluating histopathology transfer learning with ChampKit Jun 14, 2022 Benchmarking Cell Detection
Code Code Available 1Masked Autoencoders are Robust Data Augmentors Jun 10, 2022 Data Augmentation Image Augmentation
Code Code Available 1Disentangled Ontology Embedding for Zero-shot Learning Jun 8, 2022 image-classification Image Classification
Code Code Available 1S3Net: Spectral–Spatial Siamese Network for Few-Shot Hyperspectral Image Classification Jun 8, 2022 Classification Hyperspectral Image Classification
Code Code Available 1FixCaps: An Improved Capsules Network for Diagnosis of Skin Cancer Jun 8, 2022 image-classification Image Classification
Code Code Available 1Localizing Semantic Patches for Accelerating Image Classification Jun 7, 2022 Classification General Classification
Code Code Available 1Masked Unsupervised Self-training for Label-free Image Classification Jun 7, 2022 image-classification Image Classification
Code Code Available 1Tackling covariate shift with node-based Bayesian neural networks Jun 6, 2022 Diversity image-classification
Code Code Available 1JigsawHSI: a network for Hyperspectral Image classification Jun 6, 2022 Classification Hyperspectral Image Classification
Code Code Available 1Optimizing Relevance Maps of Vision Transformers Improves Robustness Jun 2, 2022 Image Classification Out-of-Distribution Generalization
Code Code Available 1A memory-efficient neural ODE framework based on high-level adjoint differentiation Jun 2, 2022 image-classification Image Classification
Code Code Available 1Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction Jun 1, 2022 image-classification Image Classification
Code Code Available 1CLIP4IDC: CLIP for Image Difference Captioning Jun 1, 2022 Domain Adaptation Image Classification
Code Code Available 1Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance? May 30, 2022 Deep Learning image-classification
Code Code Available 1Revisiting the Importance of Amplifying Bias for Debiasing May 29, 2022 Attribute image-classification
Code Code Available 1A Closer Look at Self-Supervised Lightweight Vision Transformers May 28, 2022 Contrastive Learning image-classification
Code Code Available 1WaveMix: A Resource-efficient Neural Network for Image Analysis May 28, 2022 Efficient Neural Network GPU
Code Code Available 1Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed May 27, 2022 Benchmarking Binary Classification
Code Code Available 1DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images May 27, 2022 Histopathological Image Classification image-classification
Code Code Available 1Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels May 26, 2022 image-classification Image Classification
Code Code Available 1Trainable Weight Averaging: A General Approach for Subspace Training May 26, 2022 Dimensionality Reduction Efficient Neural Network
Code Code Available 1MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers May 26, 2022 Image Classification Object Detection
Code Code Available 1Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation May 23, 2022 image-classification Image Classification
Code Code Available 1Knowledge Distillation from A Stronger Teacher May 21, 2022 image-classification Image Classification
Code Code Available 1Vision Transformers in 2022: An Update on Tiny ImageNet May 21, 2022 Image Classification Transfer Learning
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