Delving into Out-of-Distribution Detection with Medical Vision-Language Models Mar 2, 2025 Benchmarking image-classification
Code Code Available 1Rotate to Attend: Convolutional Triplet Attention Module Oct 6, 2020 image-classification Image Classification
Code Code Available 1Dendritic Learning-incorporated Vision Transformer for Image Recognition Feb 1, 2024 Image Classification
Code Code Available 1Depth Uncertainty in Neural Networks Jun 15, 2020 image-classification Image Classification
Code Code Available 1Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes Nov 29, 2021 Fairness Image Classification
Code Code Available 1Shredder: Learning Noise Distributions to Protect Inference Privacy May 26, 2019 GPU image-classification
Code Code Available 1data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Feb 7, 2022 image-classification Image Classification
Code Code Available 1A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology Jul 15, 2021 image-classification Image Classification
Code Code Available 1DeiT III: Revenge of the ViT Apr 14, 2022 Data Augmentation image-classification
Code Code Available 1CLIP the Gap: A Single Domain Generalization Approach for Object Detection Jan 13, 2023 Domain Generalization image-classification
Code Code Available 1SageMix: Saliency-Guided Mixup for Point Clouds Oct 13, 2022 3D Part Segmentation 3D Point Cloud Classification
Code Code Available 1Saliency-Regularized Deep Multi-Task Learning Jul 3, 2022 image-classification Image Classification
Code Code Available 1FocusNet: Classifying Better by Focusing on Confusing Classes Oct 14, 2021 Classification image-classification
Code Code Available 1Sample Prior Guided Robust Model Learning to Suppress Noisy Labels Dec 2, 2021 Image Classification Learning with noisy labels
Code Code Available 1DeepVoxNet2: Yet another CNN framework Nov 17, 2022 image-classification Image Classification
Code Code Available 1Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels Mar 15, 2022 Image Classification Learning with noisy labels
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 1CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning image-classification
Code Code Available 1Defending Against Unforeseen Failure Modes with Latent Adversarial Training Mar 8, 2024 image-classification Image Classification
Code Code Available 1DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets Apr 3, 2024 Image Classification Inductive Bias
Code Code Available 1UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation Jun 3, 2024 Disease Prediction image-classification
Code Code Available 1Deep Transferring Quantization Aug 1, 2020 Face Recognition image-classification
Code Code Available 1Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting Dec 1, 2023 Image Classification Machine Unlearning
Code Code Available 1Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available 1A Fully Tensorized Recurrent Neural Network Oct 8, 2020 image-classification Image Classification
Code Code Available 1Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study Oct 6, 2021 Classification Computational Efficiency
Code Code Available 1Scaling Vision with Sparse Mixture of Experts Jun 10, 2021 Few-Shot Image Classification Image Classification
Code Code Available 1Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent Feb 24, 2020 General Classification image-classification
Code Code Available 1DeepViT: Towards Deeper Vision Transformer Mar 22, 2021 image-classification Image Classification
Code Code Available 1SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification Feb 27, 2024 image-classification Image Classification
Code Code Available 1Searching for Low-Bit Weights in Quantized Neural Networks Sep 18, 2020 image-classification Image Classification
Code Code Available 1CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning Feb 11, 2022 Image Classification Partial Label Learning
Code Code Available 1Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification Jul 11, 2020 Classification General Classification
Code Code Available 1Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Mar 18, 2021 Classification Classifier calibration
Code Code Available 1Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation May 23, 2024 image-classification Image Classification
Code Code Available 1Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images Jun 20, 2024 Decoder image-classification
Code Code Available 1Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification Aug 4, 2022 image-classification Image Classification
Code Code Available 1Self-Knowledge Distillation with Progressive Refinement of Targets Jun 22, 2020 image-classification Image Classification
Code Code Available 1Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation Mar 10, 2022 Brain Tumor Segmentation image-classification
Code Code Available 1PeCLR: Self-Supervised 3D Hand Pose Estimation from monocular RGB via Equivariant Contrastive Learning Jun 10, 2021 3D Hand Pose Estimation Contrastive Learning
Code Code Available 1DarkneTZ: Towards Model Privacy at the Edge using Trusted Execution Environments Apr 12, 2020 CPU image-classification
Code Code Available 1CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Mar 29, 2022 Image Classification
Code Code Available 1Self-Supervised Learning for Large-Scale Unsupervised Image Clustering Aug 24, 2020 Clustering General Classification
Code Code Available 1Self-supervised Learning for Sonar Image Classification Apr 20, 2022 Classification Denoising
Code Code Available 1DARTS: Differentiable Architecture Search Jun 24, 2018 General Classification image-classification
Code Code Available 1Self-training with Noisy Student improves ImageNet classification Nov 11, 2019 Data Augmentation General Classification
Code Code Available 1Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification Jul 19, 2023 Contrastive Learning 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 1Semantic Generative Augmentations for Few-Shot Counting Oct 26, 2023 Diversity image-classification
Code Code Available 1Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians Oct 26, 2020 Bilevel Optimization Hyperparameter Optimization
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