DIANet: Dense-and-Implicit Attention Network May 25, 2019 image-classification Image Classification
Code Code Available 15 Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition Jan 19, 2021 Face Recognition Face Verification
Code Code Available 15 DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks Sep 23, 2024 ARC Computational Efficiency
Code Code Available 15 Balanced Contrastive Learning for Long-Tailed Visual Recognition Jul 19, 2022 Contrastive Learning Image Classification
Code Code Available 15 Deep AutoAugment Mar 11, 2022 AutoML Data Augmentation
Code Code Available 15 Diffusion Mechanism in Residual Neural Network: Theory and Applications May 7, 2021 Binary Classification Classification
Code Code Available 15 Augmentation Strategies for Learning with Noisy Labels Mar 3, 2021 Image Classification Learning with noisy labels
Code Code Available 15 Balanced-MixUp for Highly Imbalanced Medical Image Classification Sep 20, 2021 Classification image-classification
Code Code Available 15 Barlow Twins: Self-Supervised Learning via Redundancy Reduction Mar 4, 2021 General Classification Image 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 Adaptive Split-Fusion Transformer Apr 26, 2022 Image Classification
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 Augmented Neural Fine-Tuning for Efficient Backdoor Purification Jul 14, 2024 Action Recognition Data Augmentation
Code Code Available 15 BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models Jun 29, 2023 Binarization 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 Bayesian Neural Network Priors Revisited Feb 12, 2021 image-classification Image Classification
Code Code Available 15 DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations Nov 29, 2023 counterfactual image-classification
Code Code Available 15 Bayesian Model-Agnostic Meta-Learning Jun 11, 2018 Active Learning image-classification
Code Code Available 15 DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning Mar 15, 2020 Classification Few-Shot Image Classification
Code Code Available 15 Bayesian Optimization Meets Self-Distillation Apr 25, 2023 Bayesian Optimization image-classification
Code Code Available 15 Benchmarking Adversarial Robustness on Image Classification Jun 1, 2020 Adversarial Attack Adversarial Robustness
Code Code Available 15 Better plain ViT baselines for ImageNet-1k May 3, 2022 Data Augmentation Image Classification
Code Code Available 15 Discrimination-aware Network Pruning for Deep Model Compression Jan 4, 2020 Face Recognition image-classification
Code Code Available 15 Analyzing Vision Transformers for Image Classification in Class Embedding Space Oct 29, 2023 image-classification Image Classification
Code Code Available 15 Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles Jun 20, 2019 Aerial Scene Classification General Classification
Code Code Available 15 Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Aug 26, 2022 Few-Shot Learning Few-Shot Object Detection
Code Code Available 15 Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics Jun 8, 2021 Age And Gender Classification Benchmarking
Code Code Available 15 Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems Oct 1, 2019 Edge-computing 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 An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks Jan 27, 2022 Classification Ensemble Learning
Code Code Available 15 Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Nov 2, 2023 Data Augmentation Domain Generalization
Code Code Available 15 Distilling Visual Priors from Self-Supervised Learning Aug 1, 2020 Classification Contrastive Learning
Code Code Available 15 DeepViT: Towards Deeper Vision Transformer Mar 22, 2021 image-classification Image Classification
Code Code Available 15 Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification Jul 6, 2023 Benchmarking Domain Adaptation
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 DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification Mar 19, 2023 Classification Diabetic Retinopathy Grading
Code Code Available 15 BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection Dec 1, 2022 3D Object Detection Autonomous Driving
Code Code Available 15 Beyond Categorical Label Representations for Image Classification Apr 6, 2021 Classification General Classification
Code Code Available 15 Do You Even Need Attention? A Stack of Feed-Forward Layers Does Surprisingly Well on ImageNet May 6, 2021 image-classification Image Classification
Code Code Available 15 Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise Dec 10, 2020 Image Classification
Code Code Available 15 Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filtering Dec 24, 2024 image-classification Image Classification
Code Code Available 15 DivideMix: Learning with Noisy Labels as Semi-supervised Learning Feb 18, 2020 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 Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available 15 DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture May 28, 2024 image-classification Image Classification
Code Code Available 15 DO-Conv: Depthwise Over-parameterized Convolutional Layer Jun 22, 2020 image-classification Image Classification
Code Code Available 15 Bias Loss for Mobile Neural Networks Jul 23, 2021 Descriptive Diversity
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 BiasPruner: Debiased Continual Learning for Medical Image Classification Jul 11, 2024 Classification Continual Learning
Code Code Available 15 Attentive Weights Generation for Few Shot Learning via Information Maximization Jun 1, 2020 Classification Few-Shot Image Classification
Code Code Available 15