| Efficient Language Modeling with Sparse all-MLP | Mar 14, 2022 | AllCommon Sense Reasoning | —Unverified | 0 |
| A Proposal to Study "Is High Quality Data All We Need?" | Mar 12, 2022 | AllVocal Bursts Intensity Prediction | —Unverified | 0 |
| The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy | Mar 12, 2022 | AllDiversity | CodeCode Available | 1 |
| Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking | Mar 10, 2022 | AllObject Tracking | 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 |
| All You Need is LUV: Unsupervised Collection of Labeled Images using Invisible UV Fluorescent Indicators | Mar 9, 2022 | AllPose Estimation | —Unverified | 0 |
| Locate This, Not That: Class-Conditioned Sound Event DOA Estimation | Mar 8, 2022 | AllSound Event Localization and Detection | —Unverified | 0 |
| Smoothing with the Best Rectangle Window is Optimal for All Tapered Rectangle Windows | Mar 6, 2022 | All | —Unverified | 0 |
| Modelplasticity and Abductive Decision Making | Mar 6, 2022 | AllDecision Making | —Unverified | 0 |
| Structured Pruning is All You Need for Pruning CNNs at Initialization | Mar 4, 2022 | AllModel Compression | —Unverified | 0 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Feb 28, 2022 | AllCell Detection | CodeCode Available | 1 |
| Filter-enhanced MLP is All You Need for Sequential Recommendation | Feb 28, 2022 | AllSequential Recommendation | 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 |
| Are All Linear Regions Created Equal? | Feb 23, 2022 | AllKnowledge Distillation | CodeCode Available | 0 |
| Message passing all the way up | Feb 22, 2022 | AllGraph Representation Learning | —Unverified | 0 |
| 1-WL Expressiveness Is (Almost) All You Need | Feb 21, 2022 | All | —Unverified | 0 |
| MLP-ASR: Sequence-length agnostic all-MLP architectures for speech recognition | Feb 17, 2022 | AllAutomatic Speech Recognition | —Unverified | 0 |
| Listing Maximal k-Plexes in Large Real-World Graphs | Feb 17, 2022 | AllCommunity Detection | CodeCode Available | 0 |
| Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations | Feb 16, 2022 | AllEfficient ViTs | CodeCode Available | 1 |
| One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization | Feb 15, 2022 | AllBayesian Optimization | CodeCode Available | 2 |
| On the complexity of All -Best Arms Identification | Feb 13, 2022 | All | —Unverified | 0 |
| Tracking environmental policy changes in the Brazilian Federal Official Gazette | Feb 11, 2022 | All | CodeCode Available | 0 |
| Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning | Feb 9, 2022 | AllContrastive Learning | —Unverified | 0 |
| pNLP-Mixer: an Efficient all-MLP Architecture for Language | Feb 9, 2022 | Allintent-classification | CodeCode Available | 1 |
| Calibrated Learning to Defer with One-vs-All Classifiers | Feb 8, 2022 | AllHate Speech Detection | CodeCode Available | 0 |