| Reduction of Class Activation Uncertainty with Background Information | ✓ Link | 1.98% | | VIT-L/16 | 2023-05-05 |
| SpinalNet: Deep Neural Network with Gradual Input | ✓ Link | 2.68% | 97.32 | Wide-ResNet-101 (Spinal FC) | 2020-07-07 |
| SpinalNet: Deep Neural Network with Gradual Input | ✓ Link | 2.89% | | Wide-ResNet-101 | 2020-07-07 |
| A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems | ✓ Link | 4.06% | | µ2Net+ (ViT-L/16) | 2022-09-15 |
| Dead Pixel Test Using Effective Receptive Field | ✓ Link | 4.42% | 95.58 | ResNeXt-101-32x8d | 2021-08-31 |
| Self-Supervised Learning by Estimating Twin Class Distributions | ✓ Link | 6.5% | 93.5% | TWIST (ResNet-50 ) | 2021-10-14 |
| SpinalNet: Deep Neural Network with Gradual Input | ✓ Link | 6.84% | | VGG-19bn (Spinal FC) | 2020-07-07 |
| An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems | ✓ Link | 7% | | µ2Net (ViT-L/16) | 2022-05-25 |
| With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations | ✓ Link | 8.7% | | NNCLR | 2021-04-29 |
| Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision | ✓ Link | 9.0% | 91.0 | SEER (RegNet10B - linear eval) | 2022-02-16 |
| Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields | ✓ Link | 9.798% | | ViT-S/16 (RPE w/ GAB) | 2023-05-08 |
| AutoAugment: Learning Augmentation Policies from Data | ✓ Link | 13.07% | | AutoAugment | 2018-05-24 |
| How to Use Dropout Correctly on Residual Networks with Batch Normalization | ✓ Link | 15.8036% | | PreResNet-101 | 2023-02-13 |
| Stochastic Subsampling With Average Pooling | | 15.949% | | SE-ResNet-101 (SAP) | 2024-09-25 |
| On the Ideal Number of Groups for Isometric Gradient Propagation | | 22.247% | | ResNet-101 (ideal number of groups) | 2023-02-07 |
| Unsupervised Learning using Pretrained CNN and Associative Memory Bank | | | 91.00 | UL-Hopfield (ULH) | 2018-05-02 |
| Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy | ✓ Link | | 94.8 | Bamboo (ViT-B/16) | 2022-03-15 |
| ProgressiveSpinalNet architecture for FC layers | ✓ Link | | 97.76 | Pre trained wide-resnet-101 | 2021-03-21 |