Deep Fast Vision: A Python Library for Accelerated Deep Transfer Learning Vision Prototyping Nov 10, 2023 Deep Learning image-classification
Code Code Available 15 Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed May 27, 2022 Benchmarking Binary Classification
Code Code Available 15 Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules Jun 30, 2020 image-classification Image Classification
Code Code Available 15 Learning to Generalize: Meta-Learning for Domain Generalization Oct 10, 2017 Domain Generalization image-classification
Code Code Available 15 Capsules with Inverted Dot-Product Attention Routing Feb 12, 2020 Image Classification
Code Code Available 15 Learning to Unlearn: Instance-wise Unlearning for Pre-trained Classifiers Jan 27, 2023 image-classification Image Classification
Code Code Available 15 Deep Hyperspectral Unmixing using Transformer Network Mar 31, 2022 Decoder Hyperspectral Image Classification
Code Code Available 15 A General Regret Bound of Preconditioned Gradient Method for DNN Training Jan 1, 2023 image-classification Image Classification
Code Code Available 15 AdaScale SGD: A User-Friendly Algorithm for Distributed Training Jul 9, 2020 image-classification Image Classification
Code Code Available 15 Learning Visual Representations for Transfer Learning by Suppressing Texture Nov 3, 2020 image-classification Image Classification
Code Code Available 15 An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks Jan 27, 2022 Classification Ensemble Learning
Code Code Available 15 Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection Nov 29, 2021 Image Classification Learning with noisy labels
Code Code Available 15 Revisiting the Importance of Amplifying Bias for Debiasing May 29, 2022 Attribute image-classification
Code Code Available 15 Bias Loss for Mobile Neural Networks Jul 23, 2021 Descriptive Diversity
Code Code Available 15 LEMUR Neural Network Dataset: Towards Seamless AutoML Apr 14, 2025 AutoML Benchmarking
Code Code Available 15 BiasPruner: Debiased Continual Learning for Medical Image Classification Jul 11, 2024 Classification Continual Learning
Code Code Available 15 Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification Mar 23, 2017 General Classification Hyperspectral Image Classification
Code Code Available 15 Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification Nov 30, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 15 Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification Oct 7, 2022 Classification image-classification
Code Code Available 15 FACMIC: Federated Adaptative CLIP Model for Medical Image Classification Oct 8, 2024 Domain Adaptation Federated Learning
Code Code Available 15 The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties Jul 27, 2020 Classification General Classification
Code Code Available 15 Deeply Coupled Cross-Modal Prompt Learning May 29, 2023 Domain Adaptation Few-Shot Learning
Code Code Available 15 Object Segmentation Without Labels with Large-Scale Generative Models Jun 8, 2020 image-classification Image Classification
Code Code Available 15 Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available 15 Big Self-Supervised Models Advance Medical Image Classification Jan 13, 2021 Classification Contrastive Learning
Code Code Available 15 Fair Contrastive Learning for Facial Attribute Classification Mar 30, 2022 Attribute Classification
Code Code Available 15 Bilinear MLPs enable weight-based mechanistic interpretability Oct 10, 2024 image-classification Image Classification
Code Code Available 15 LightViT: Towards Light-Weight Convolution-Free Vision Transformers Jul 12, 2022 GPU image-classification
Code Code Available 15 Can Biases in ImageNet Models Explain Generalization? Apr 1, 2024 image-classification Image Classification
Code Code Available 15 AdaViT: Adaptive Tokens for Efficient Vision Transformer Dec 14, 2021 Efficient ViTs image-classification
Code Code Available 15 Linear Attention with Global Context: A Multipole Attention Mechanism for Vision and Physics Jul 3, 2025 image-classification Image Classification
Code Code Available 15 LiteGPT: Large Vision-Language Model for Joint Chest X-ray Localization and Classification Task Jul 16, 2024 image-classification Image Classification
Code Code Available 15 Can Language Understand Depth? Jul 3, 2022 Depth Estimation image-classification
Code Code Available 15 BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models Jun 29, 2023 Binarization Image Classification
Code Code Available 15 Deep Multimodal Guidance for Medical Image Classification Mar 10, 2022 Brain Tumor Classification Classification
Code Code Available 15 LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual Descriptions Nov 20, 2023 Attribute Classification
Code Code Available 15 Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices May 21, 2021 image-classification Image Classification
Code Code Available 15 LocalViT: Bringing Locality to Vision Transformers Apr 12, 2021 Image Classification
Code Code Available 15 Deep Networks with Stochastic Depth Mar 30, 2016 Image Classification
Code Code Available 15 Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Sep 28, 2020 Causal Inference counterfactual
Code Code Available 15 DeepNoise: Signal and Noise Disentanglement based on Classifying Fluorescent Microscopy Images via Deep Learning Sep 13, 2022 Disentanglement Drug Discovery
Code Code Available 15 CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images May 9, 2023 Diagnostic Image Classification
Code Code Available 15 CamDiff: Camouflage Image Augmentation via Diffusion Model Apr 11, 2023 Dataset Generation Image Augmentation
Code Code Available 15 BionoiNet: ligand-binding site classification with off-the-shelf deep neural network Feb 13, 2020 Deep Learning image-classification
Code Code Available 15 High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature Learning Dec 2, 2019 General Classification Image Classification
Code Code Available 15 Deep Polynomial Neural Networks Jun 20, 2020 Conditional Image Generation Face Identification
Code Code Available 15 Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation Oct 3, 2023 Decision Making Explainable artificial intelligence
Code Code Available 15 LPT: Long-tailed Prompt Tuning for Image Classification Oct 3, 2022 Classification image-classification
Code Code Available 15 Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning Mar 19, 2024 Diagnostic image-classification
Code Code Available 15 Fair Federated Medical Image Classification Against Quality Shift via Inter-Client Progressive State Matching Mar 12, 2025 Fairness Federated Learning
Code Code Available 15