Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Mar 15, 2022 Active Learning Classification
Code Code Available 15 Adaptive 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 15 Hyperspectral Image Classification with Attention Aided CNNs May 25, 2020 Classification General Classification
Code Code Available 15 Barlow Twins: Self-Supervised Learning via Redundancy Reduction Mar 4, 2021 General Classification Image Classification
Code Code Available 15 CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records Jan 25, 2020 Disease Prediction General Classification
Code Code Available 15 iDAT: inverse Distillation Adapter-Tuning Mar 23, 2024 image-classification Image Classification
Code Code Available 15 Image and Text fusion for UPMC Food-101 \ BERT and CNNs Dec 17, 2020 Classification Document Text Classification
Code Code Available 15 batchboost: regularization for stabilizing training with resistance to underfitting & overfitting Jan 21, 2020 Image Classification Semi-Supervised Image Classification
Code Code Available 15 AdaptiveMix: Improving GAN Training via Feature Space Shrinkage Jan 1, 2023 image-classification Image Classification
Code Code Available 15 ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding Oct 12, 2022 document-image-classification Document Image Classification
Code Code Available 15 Image Clustering with External Guidance Oct 18, 2023 Clustering Image Classification
Code Code Available 15 CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks Feb 4, 2023 Adversarial Attack Adversarial Robustness
Code Code Available 15 Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Apr 18, 2018 Image Classification Learning with noisy labels
Code Code Available 15 Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Feb 11, 2015 General Classification image-classification
Code Code Available 15 Co-Tuning for Transfer Learning Dec 1, 2020 Image Classification Transfer Learning
Code Code Available 15 ImageNet-21K Pretraining for the Masses Apr 22, 2021 Action Recognition Fine-Grained Image Classification
Code Code Available 15 Counterfactual Visual Explanations Apr 16, 2019 counterfactual General Classification
Code Code Available 15 CoV-TI-Net: Transferred Initialization with Modified End Layer for COVID-19 Diagnosis Sep 20, 2022 COVID-19 Diagnosis image-classification
Code Code Available 15 Imbalanced Image Classification with Complement Cross Entropy Sep 4, 2020 Classification General Classification
Code Code Available 15 IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents Dec 10, 2024 Cross-Modal Retrieval Image Classification
Code Code Available 15 Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-Identification Jul 17, 2023 Cross-Modality Person Re-identification image-classification
Code Code Available 15 Bayesian continual learning and forgetting in neural networks Apr 18, 2025 Bayesian Inference Continual Learning
Code Code Available 15 Improved Generation of Adversarial Examples Against Safety-aligned LLMs May 28, 2024 image-classification Image Classification
Code Code Available 15 MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Dec 2, 2021 Action Classification Action Recognition
Code Code Available 15 Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Jul 21, 2021 Image Classification Natural Language Understanding
Code Code Available 15 CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution Jul 4, 2022 Compiler Optimization image-classification
Code Code Available 15 Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning Nov 15, 2022 Federated Learning image-classification
Code Code Available 15 Entropy-based Logic Explanations of Neural Networks Jun 12, 2021 Explainable artificial intelligence Image Classification
Code Code Available 15 Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
Code Code Available 15 Bayesian Model-Agnostic Meta-Learning Jun 11, 2018 Active Learning image-classification
Code Code Available 15 Bayesian Neural Network Priors Revisited Feb 12, 2021 image-classification Image Classification
Code Code Available 15 Vision Transformers with Patch Diversification Apr 26, 2021 Diversity Image Classification
Code Code Available 15 Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis May 14, 2024 Fairness image-classification
Code Code Available 15 CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention Jul 31, 2021 image-classification Image Classification
Code Code Available 15 Bayesian Optimization Meets Self-Distillation Apr 25, 2023 Bayesian Optimization image-classification
Code Code Available 15 Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification Aug 29, 2024 Classification Data Augmentation
Code Code Available 15 IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters Mar 28, 2019 image-classification Image Classification
Code Code Available 15 Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining Aug 8, 2023 Classification image-classification
Code Code Available 15 Improving Object Detection by Label Assignment Distillation Aug 24, 2021 image-classification Image Classification
Code Code Available 15 Improving robustness against common corruptions by covariate shift adaptation Jun 30, 2020 Domain Generalization Image Classification
Code Code Available 15 BCN: Batch Channel Normalization for Image Classification Dec 1, 2023 Classification image-classification
Code Code Available 15 Cross-Iteration Batch Normalization Feb 13, 2020 image-classification Image Classification
Code Code Available 15 Cross-Layer Retrospective Retrieving via Layer Attention Feb 8, 2023 image-classification Image Classification
Code Code Available 15 Cross-modal Adversarial Reprogramming Feb 15, 2021 Classification General Classification
Code Code Available 15 BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction Feb 10, 2021 image-classification Image Classification
Code Code Available 15 No Routing Needed Between Capsules Jan 24, 2020 Image Classification
Code Code Available 15 Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation Jun 16, 2021 Few-Shot Image Classification image-classification
Code Code Available 15 InceptionMamba: An Efficient Hybrid Network with Large Band Convolution and Bottleneck Mamba Jun 10, 2025 Computational Efficiency image-classification
Code Code Available 15 ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification May 28, 2020 Few-Shot Image Classification Fine-Grained Image Recognition
Code Code Available 15 Error-Bounded Correction of Noisy Labels Nov 19, 2020 Image Classification
Code Code Available 15