Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery May 10, 2023 Contrastive Learning image-classification
Code Code Available 1DPMLBench: Holistic Evaluation of Differentially Private Machine Learning May 10, 2023 image-classification Image Classification
Code Code Available 1Towards Effective Visual Representations for Partial-Label Learning May 10, 2023 Contrastive Learning image-classification
Code Code Available 1DC3DCD: unsupervised learning for multiclass 3D point cloud change detection May 9, 2023 Change Detection image-classification
Code Code Available 1CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images May 9, 2023 Diagnostic Image Classification
Code Code Available 1Reduction of Class Activation Uncertainty with Background Information May 5, 2023 Classification Fine-Grained Image Classification
Code Code Available 1Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels May 2, 2023 Contrastive Learning image-classification
Code Code Available 1CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations May 1, 2023 Contrastive Learning image-classification
Code Code Available 1POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models Apr 29, 2023 image-classification Image Classification
Code Code Available 1Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification Apr 28, 2023 Classification Few-Shot Image Classification
Code Code Available 1From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping Apr 26, 2023 Decoder Image Captioning
Code Code Available 1ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning Apr 26, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1Deep Fast Vision: Accelerated Deep Transfer Learning Vision Prototyping and Beyond Apr 26, 2023 AutoML Image Classification
Code Code Available 1Bayesian Optimization Meets Self-Distillation Apr 25, 2023 Bayesian Optimization image-classification
Code Code Available 1MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer Apr 24, 2023 Data Augmentation Image Augmentation
Code Code Available 1AwesomeMeta+: A Mixed-Prototyping Meta-Learning System Supporting AI Application Design Anywhere Apr 24, 2023 Image Classification Meta-Learning
Code Code Available 1Function-Consistent Feature Distillation Apr 24, 2023 image-classification Image Classification
Code Code Available 1Learning Partial Correlation based Deep Visual Representation for Image Classification Apr 23, 2023 Fine-Grained Image Classification GPU
Code Code Available 1Learning Bottleneck Concepts in Image Classification Apr 20, 2023 Classification image-classification
Code Code Available 1DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification Apr 19, 2023 Hyperspectral Image Classification image-classification
Code Code Available 1Hyperbolic Image-Text Representations Apr 18, 2023 image-classification Image Classification
Code Code Available 1TransHP: Image Classification with Hierarchical Prompting Apr 13, 2023 Classification image-classification
Code Code Available 1Remote Sensing Change Detection With Transformers Trained from Scratch Apr 13, 2023 Change Detection image-classification
Code Code Available 1Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution Apr 13, 2023 image-classification Image Classification
Code Code Available 1SpectralDiff: A Generative Framework for Hyperspectral Image Classification with Diffusion Models Apr 12, 2023 Classification Denoising
Code Code Available 1Towards Evaluating Explanations of Vision Transformers for Medical Imaging Apr 12, 2023 Decision Making image-classification
Code Code Available 1CamDiff: Camouflage Image Augmentation via Diffusion Model Apr 11, 2023 Dataset Generation Image Augmentation
Code Code Available 1Asymmetric Polynomial Loss For Multi-Label Classification Apr 10, 2023 Classification image-classification
Code Code Available 1Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available 1Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification Apr 7, 2023 Hyperspectral image analysis Hyperspectral Image Classification
Code Code Available 1SparseFormer: Sparse Visual Recognition via Limited Latent Tokens Apr 7, 2023 Image Classification Sparse Representation-based Classification
Code Code Available 1SMPConv: Self-moving Point Representations for Continuous Convolution Apr 5, 2023 Descriptive Image Classification
Code Code Available 1Cross-modulated Few-shot Image Generation for Colorectal Tissue Classification Apr 4, 2023 Data Augmentation image-classification
Code Code Available 1VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution Apr 4, 2023 Disentanglement Domain Generalization
Code Code Available 1EGC: Image Generation and Classification via a Diffusion Energy-Based Model Apr 4, 2023 Denoising image-classification
Code Code Available 1Astroformer: More Data Might not be all you need for Classification Apr 3, 2023 All Astronomy
Code Code Available 1Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images Apr 2, 2023 DeepFake Detection Face Swapping
Code Code Available 1Video Pretraining Advances 3D Deep Learning on Chest CT Tasks Apr 2, 2023 Deep Learning image-classification
Code Code Available 1Vision Transformers with Mixed-Resolution Tokenization Apr 1, 2023 image-classification Image Classification
Code Code Available 1Rethinking Local Perception in Lightweight Vision Transformer Mar 31, 2023 image-classification Image Classification
Code Code Available 1PMatch: Paired Masked Image Modeling for Dense Geometric Matching Mar 30, 2023 Decoder Geometric Matching
Code Code Available 1Fully Hyperbolic Convolutional Neural Networks for Computer Vision Mar 28, 2023 Image Classification Image Generation
Code Code Available 1Iteratively Coupled Multiple Instance Learning from Instance to Bag Classifier for Whole Slide Image Classification Mar 28, 2023 Classification image-classification
Code Code Available 1EVA-CLIP: Improved Training Techniques for CLIP at Scale Mar 27, 2023 Image Classification Representation Learning
Code Code Available 1Freestyle Layout-to-Image Synthesis Mar 25, 2023 image-classification Image Classification
Code Code Available 1Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Mar 25, 2023 Diversity image-classification
Code Code Available 1Prompt Tuning based Adapter for Vision-Language Model Adaption Mar 24, 2023 Few-Shot Image Classification image-classification
Code Code Available 1Category Query Learning for Human-Object Interaction Classification Mar 24, 2023 Classification Decoder
Code Code Available 1The effectiveness of MAE pre-pretraining for billion-scale pretraining Mar 23, 2023 Action Classification Action Recognition
Code Code Available 1Take 5: Interpretable Image Classification with a Handful of Features Mar 23, 2023 Diversity Fine-Grained Image Classification
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