Pretrained ViTs Yield Versatile Representations For Medical Images Mar 13, 2023 image-classification Image Classification
Code Code Available 15 Function-Consistent Feature Distillation Apr 24, 2023 image-classification Image Classification
Code Code Available 15 Collaborative Transformers for Grounded Situation Recognition Mar 30, 2022 Grounded Situation Recognition Image Classification
Code Code Available 15 Emerging Properties in Self-Supervised Vision Transformers Apr 29, 2021 Copy Detection Image Classification
Code Code Available 15 Probabilistic MIMO U-Net: Efficient and Accurate Uncertainty Estimation for Pixel-wise Regression Aug 14, 2023 Computational Efficiency image-classification
Code Code Available 15 EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion Apr 28, 2021 image-classification Image Classification
Code Code Available 15 CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction Aug 29, 2023 Federated Learning image-classification
Code Code Available 15 CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification Jul 12, 2023 image-classification Image Classification
Code Code Available 15 Derivative Manipulation for General Example Weighting May 27, 2019 Image Classification Representation Learning
Code Code Available 15 CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Classification Jan 27, 2023 Data Augmentation image-classification
Code Code Available 15 Astroformer: More Data Might not be all you need for Classification Apr 3, 2023 All Astronomy
Code Code Available 15 Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning Jun 2, 2023 image-classification Image Classification
Code Code Available 15 Protect, Show, Attend and Tell: Empowering Image Captioning Models with Ownership Protection Aug 25, 2020 Image Captioning image-classification
Code Code Available 15 Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels Jul 29, 2022 Image Classification
Code Code Available 15 Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Mar 25, 2023 Diversity image-classification
Code Code Available 15 Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Feb 7, 2018 Decoder Image Classification
Code Code Available 15 CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Mar 29, 2022 Image Classification
Code Code Available 15 Proximal Mean-field for Neural Network Quantization Dec 11, 2018 Image Classification Quantization
Code Code Available 15 A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm Feb 26, 2020 Data Augmentation image-classification
Code Code Available 15 Energy-Latency Attacks via Sponge Poisoning Mar 14, 2022 Classification Federated Learning
Code Code Available 15 Engineering flexible machine learning systems by traversing functionally-invariant paths Apr 30, 2022 Adversarial Robustness Continual Learning
Code Code Available 15 PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers Sep 13, 2022 Data Free Quantization image-classification
Code Code Available 15 A Novel Approach for detecting Normal, COVID-19 and Pneumonia patient using only binary classifications from chest CT-Scans Mar 28, 2022 COVID-19 Diagnosis Diagnostic
Code Code Available 15 Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection Jun 9, 2021 Classification feature selection
Code Code Available 15 Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model Mar 28, 2024 Data Augmentation Diversity
Code Code Available 15 PseudoSeg: Designing Pseudo Labels for Semantic Segmentation Oct 19, 2020 Data Augmentation image-classification
Code Code Available 15 Fusion of Dual Spatial Information for Hyperspectral Image Classification Oct 23, 2020 Classification General Classification
Code Code Available 15 Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks Aug 12, 2023 Efficient Neural Network Image Classification
Code Code Available 15 Enhancing Few-shot Image Classification with Cosine Transformer Nov 13, 2022 Classification Few-Shot Image Classification
Code Code Available 15 Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Sep 28, 2021 Domain Adaptation image-classification
Code Code Available 15 Channel Importance Matters in Few-Shot Image Classification Jun 16, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 Pyramid Hierarchical Transformer for Hyperspectral Image Classification Apr 23, 2024 Classification Hyperspectral Image Classification
Code Code Available 15 A Novel Convolutional Neural Network Architecture with a Continuous Symmetry Aug 3, 2023 image-classification Image Classification
Code Code Available 15 Enhancing Sharpness-Aware Optimization Through Variance Suppression Sep 27, 2023 Data Augmentation image-classification
Code Code Available 15 A Comprehensive Empirical Evaluation on Online Continual Learning Aug 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available 15 Ensembling with Deep Generative Views Apr 29, 2021 image-classification Image Classification
Code Code Available 15 QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics Oct 15, 2020 image-classification Image Classification
Code Code Available 15 PAD-Net: An Efficient Framework for Dynamic Networks Nov 10, 2022 image-classification Image Classification
Code Code Available 15 EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification Sep 10, 2024 Data Augmentation image-classification
Code Code Available 15 ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases May 5, 2017 General Classification image-classification
Code Code Available 15 Entroformer: A Transformer-based Entropy Model for Learned Image Compression Feb 11, 2022 image-classification Image Classification
Code Code Available 15 Quantum-limited stochastic optical neural networks operating at a few quanta per activation Jul 28, 2023 Image Classification
Code Code Available 15 Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation Jul 9, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural Network May 30, 2021 image-classification Image Classification
Code Code Available 15 CHEX: CHannel EXploration for CNN Model Compression Mar 29, 2022 image-classification Image Classification
Code Code Available 15 CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification Aug 8, 2023 Classification Diagnostic
Code Code Available 15 A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration Mar 25, 2022 image-classification Image Classification
Code Code Available 15 CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Feb 6, 2023 Classification image-classification
Code Code Available 15 Age Estimation Using Expectation of Label Distribution Learning Jul 13, 2018 Age Estimation Face Recognition
Code Code Available 15 FocusNet: Classifying Better by Focusing on Confusing Classes Oct 14, 2021 Classification image-classification
Code Code Available 15