| Flow-matching -- efficient coarse-graining of molecular dynamics without forces | Mar 21, 2022 | All | CodeCode Available | 1 |
| The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy | Mar 12, 2022 | AllDiversity | CodeCode Available | 1 |
| Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection | Mar 10, 2022 | 3D Anomaly Detection3D Anomaly Detection and Segmentation | CodeCode Available | 1 |
| Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking | Mar 10, 2022 | AllObject Tracking | CodeCode Available | 1 |
| Filter-enhanced MLP is All You Need for Sequential Recommendation | Feb 28, 2022 | AllSequential Recommendation | CodeCode Available | 1 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Feb 28, 2022 | AllCell Detection | CodeCode Available | 1 |
| All You Need Is Supervised Learning: From Imitation Learning to Meta-RL With Upside Down RL | Feb 24, 2022 | AllImitation Learning | CodeCode Available | 1 |
| Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations | Feb 16, 2022 | AllEfficient ViTs | CodeCode Available | 1 |
| pNLP-Mixer: an Efficient all-MLP Architecture for Language | Feb 9, 2022 | Allintent-classification | CodeCode Available | 1 |
| It's All in the Head: Representation Knowledge Distillation through Classifier Sharing | Jan 18, 2022 | AllClassification | CodeCode Available | 1 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | Dec 22, 2021 | AllDecoder | CodeCode Available | 1 |
| Danna-Sep: Unite to separate them all | Dec 7, 2021 | AllMusic Source Separation | CodeCode Available | 1 |
| Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks | Dec 6, 2021 | AllMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness | Dec 5, 2021 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions | Nov 29, 2021 | AllDecoder | CodeCode Available | 1 |
| CDNet is all you need: Cascade DCN based underwater object detection RCNN | Nov 25, 2021 | AllObject | CodeCode Available | 1 |
| Perceiving and Modeling Density is All You Need for Image Dehazing | Nov 18, 2021 | AllImage Dehazing | CodeCode Available | 1 |
| Gradients are Not All You Need | Nov 10, 2021 | All | CodeCode Available | 1 |
| StyleGAN of All Trades: Image Manipulation with Only Pretrained StyleGAN | Nov 2, 2021 | AllImage Manipulation | CodeCode Available | 1 |
| Hyperparameter Tuning is All You Need for LISTA | Oct 29, 2021 | AllRolling Shutter Correction | CodeCode Available | 1 |
| Open-Set Recognition: a Good Closed-Set Classifier is All You Need? | Oct 12, 2021 | AllOpen Set Learning | CodeCode Available | 1 |
| Simple Recurrent Neural Networks is all we need for clinical events predictions using EHR data | Oct 3, 2021 | AllBayesian Optimization | CodeCode Available | 1 |
| One Timestep is All You Need: Training Spiking Neural Networks with Ultra Low Latency | Oct 1, 2021 | All | CodeCode Available | 1 |
| One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective | Sep 29, 2021 | AllDeep Hashing | CodeCode Available | 1 |
| Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision | Sep 16, 2021 | All | CodeCode Available | 1 |
