| Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need | Aug 28, 2024 | AllMamba | CodeCode Available | 1 | 5 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 | 5 |
| Logits are All We Need to Adapt Closed Models | Feb 3, 2025 | AllPrompt Engineering | CodeCode Available | 1 | 5 |
| Inferring Point Cloud Quality via Graph Similarity | May 31, 2020 | AllGraph Similarity | CodeCode Available | 1 | 5 |
| Automated Identification of Cell Populations in Flow Cytometry Data with Transformers | Aug 23, 2021 | All | CodeCode Available | 1 | 5 |
| A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing | Jun 15, 2022 | AllBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Interactive Learning of Intrinsic and Extrinsic Properties for All-day Semantic Segmentation | Jul 7, 2023 | AllAll-day Semantic Segmentation | CodeCode Available | 1 | 5 |
| Adaptive Blind All-in-One Image Restoration | Nov 27, 2024 | 5-Degradation Blind All-in-One Image RestorationAll | CodeCode Available | 1 | 5 |
| Seq2seq is All You Need for Coreference Resolution | Oct 20, 2023 | Allcoreference-resolution | CodeCode Available | 1 | 5 |
| Should All Proposals be Treated Equally in Object Detection? | Jul 7, 2022 | AllObject | CodeCode Available | 1 | 5 |
| Sign Bits Are All You Need for Black-Box Attacks | May 1, 2020 | Adversarial AttackAll | CodeCode Available | 1 | 5 |
| Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking | Mar 10, 2022 | AllObject Tracking | CodeCode Available | 1 | 5 |
| A Unified Model for Longitudinal Multi-Modal Multi-View Prediction with Missingness | Mar 18, 2024 | All | CodeCode Available | 1 | 5 |
| LocalBins: Improving Depth Estimation by Learning Local Distributions | Mar 28, 2022 | AllDecoder | CodeCode Available | 1 | 5 |
| Linear attention is (maybe) all you need (to understand transformer optimization) | Oct 2, 2023 | All | CodeCode Available | 1 | 5 |
| Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches | Apr 14, 2021 | AllDisentanglement | CodeCode Available | 1 | 5 |
| AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion | Oct 16, 2023 | AllImage Quality Assessment | CodeCode Available | 1 | 5 |
| Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training | Jul 16, 2023 | AllDecision Making | CodeCode Available | 1 | 5 |
| Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge? | Nov 18, 2020 | AllMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Is Intermediate Fusion All You Need for UAV-based Collaborative Perception? | Apr 30, 2025 | All | CodeCode Available | 1 | 5 |
| Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It | Dec 11, 2023 | All | CodeCode Available | 1 | 5 |
| A Template Is All You Meme | Nov 11, 2023 | All | CodeCode Available | 1 | 5 |
| It's All in the Head: Representation Knowledge Distillation through Classifier Sharing | Jan 18, 2022 | AllClassification | CodeCode Available | 1 | 5 |
| Attention Is (not) All You Need for Commonsense Reasoning | May 31, 2019 | AllCoreference Resolution | CodeCode Available | 1 | 5 |
| Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth | Mar 5, 2021 | AllInductive Bias | CodeCode Available | 1 | 5 |
