Towards Better Understanding Attribution Methods May 20, 2022 Explainable artificial intelligence Explanation Fidelity Evaluation
Code Code Available 1CLCNet: Rethinking of Ensemble Modeling with Classification Confidence Network May 19, 2022 Classification Ensemble Learning
Code Code Available 1EXACT: How to Train Your Accuracy May 19, 2022 General Classification image-classification
Code Code Available 1A graph-transformer for whole slide image classification May 19, 2022 Classification Contrastive Learning
Code Code Available 1Masked Image Modeling with Denoising Contrast May 19, 2022 Contrastive Learning Denoising
Code Code Available 1An Empirical Investigation of Representation Learning for Imitation May 16, 2022 image-classification Image Classification
Code Code Available 1Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images May 12, 2022 image-classification Image Classification
Code Code Available 1Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling May 10, 2022 Few-Shot Image Classification General Classification
Code Code Available 1Explainable Deep Learning Methods in Medical Image Classification: A Survey May 10, 2022 Deep Learning Explainable artificial intelligence
Code Code Available 1Introspective Deep Metric Learning for Image Retrieval May 9, 2022 Image Classification Image Retrieval
Code Code Available 1When does dough become a bagel? Analyzing the remaining mistakes on ImageNet May 9, 2022 image-classification Image Classification
Code Code Available 1CCMB: A Large-scale Chinese Cross-modal Benchmark May 8, 2022 image-classification Image Classification
Code Code Available 1Investigating and Explaining the Frequency Bias in Image Classification May 6, 2022 Classification image-classification
Code Code Available 1Image Classification With Small Datasets: Overview and Benchmark May 5, 2022 Classification image-classification
Code Code Available 1CoCa: Contrastive Captioners are Image-Text Foundation Models May 4, 2022 Action Classification Decoder
Code Code Available 1Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) May 3, 2022 Image Classification
Code Code Available 1Better plain ViT baselines for ImageNet-1k May 3, 2022 Data Augmentation Image Classification
Code Code Available 1Engineering flexible machine learning systems by traversing functionally-invariant paths Apr 30, 2022 Adversarial Robustness Continual Learning
Code Code Available 1NeuralEF: Deconstructing Kernels by Deep Neural Networks Apr 30, 2022 image-classification Image Classification
Code Code Available 1Semantic Information Recovery in Wireless Networks Apr 28, 2022 Image Classification Information Retrieval
Code Code Available 1Unlocking High-Accuracy Differentially Private Image Classification through Scale Apr 28, 2022 Classification image-classification
Code Code Available 1Learning to Split for Automatic Bias Detection Apr 28, 2022 Bias Detection image-classification
Code Code Available 1Causal Transportability for Visual Recognition Apr 26, 2022 image-classification Image Classification
Code Code Available 1Adaptive Split-Fusion Transformer Apr 26, 2022 Image Classification
Code Code Available 1A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Apr 26, 2022 image-classification Image Classification
Code Code Available 1PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions Apr 26, 2022 3D Object Detection image-classification
Code Code Available 1Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning Apr 25, 2022 Diagnostic Gallbladder Cancer Detection
Code Code Available 1Self-supervised Learning for Sonar Image Classification Apr 20, 2022 Classification Denoising
Code Code Available 1Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 1Learning with Signatures Apr 17, 2022 CPU Image Classification
Code Code Available 1Towards Lightweight Transformer via Group-wise Transformation for Vision-and-Language Tasks Apr 16, 2022 image-classification Image Classification
Code Code Available 1Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference Apr 15, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1DeiT III: Revenge of the ViT Apr 14, 2022 Data Augmentation image-classification
Code Code Available 1ViTOL: Vision Transformer for Weakly Supervised Object Localization Apr 14, 2022 image-classification Image Classification
Code Code Available 1ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension Apr 12, 2022 image-classification Image Classification
Code Code Available 1No Token Left Behind: Explainability-Aided Image Classification and Generation Apr 11, 2022 image-classification Image Classification
Code Code Available 1SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation Apr 11, 2022 Data Augmentation image-classification
Code Code Available 1Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review Apr 10, 2022 Data Augmentation Generative Adversarial Network
Code Code Available 1Total Variation Optimization Layers for Computer Vision Apr 7, 2022 Denoising Edge Detection
Code Code Available 1Fine-Grained Predicates Learning for Scene Graph Generation Apr 6, 2022 Fine-Grained Image Classification Graph Generation
Code Code Available 1Universal Representations: A Unified Look at Multiple Task and Domain Learning Apr 6, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available 1MetaAudio: A Few-Shot Audio Classification Benchmark Apr 5, 2022 Audio Classification Classification
Code Code Available 1Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders Apr 5, 2022 image-classification Image Classification
Code Code Available 1Improving Vision Transformers by Revisiting High-frequency Components Apr 3, 2022 Domain Generalization Image Classification
Code Code Available 1Efficient Convolutional Neural Networks on Raspberry Pi for Image Classification Apr 2, 2022 image-classification Image Classification
Code Code Available 1Deep Hyperspectral Unmixing using Transformer Network Mar 31, 2022 Decoder Hyperspectral Image Classification
Code Code Available 1Multimodal Fusion Transformer for Remote Sensing Image Classification Mar 31, 2022 Classification image-classification
Code Code Available 1Collaborative Transformers for Grounded Situation Recognition Mar 30, 2022 Grounded Situation Recognition Image Classification
Code Code Available 1A fuzzy distance-based ensemble of deep models for cervical cancer detection Mar 30, 2022 Image Classification Transfer Learning
Code Code Available 1Fair Contrastive Learning for Facial Attribute Classification Mar 30, 2022 Attribute Classification
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