| BaryIR: Learning Multi-Source Unified Representation in Continuous Barycenter Space for Generalizable All-in-One Image Restoration | May 27, 2025 | AllImage Restoration | CodeCode Available | 2 |
| Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models | May 28, 2024 | AllComputational Efficiency | CodeCode Available | 2 |
| Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System | Apr 17, 2024 | AllCollaborative Filtering | CodeCode Available | 2 |
| A Single Simple Patch is All You Need for AI-generated Image Detection | Feb 2, 2024 | All | CodeCode Available | 2 |
| Learning from All Vehicles | Mar 22, 2022 | AllAutonomous Driving | CodeCode Available | 2 |
| LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration | Oct 20, 2024 | AllComputational Efficiency | CodeCode Available | 2 |
| Is Attention All That NeRF Needs? | Jul 27, 2022 | AllGeneralizable Novel View Synthesis | CodeCode Available | 2 |
| I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders | Mar 24, 2025 | All | CodeCode Available | 2 |
| An All-Atom Generative Model for Designing Protein Complexes | Apr 17, 2025 | All | CodeCode Available | 2 |
| Hopfield Networks is All You Need | Jul 16, 2020 | AllDrug Design | CodeCode Available | 2 |
| AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation | Apr 19, 2023 | AllVideo Frame Interpolation | CodeCode Available | 2 |
| Aligning and Prompting Everything All at Once for Universal Visual Perception | Dec 4, 2023 | AllObject | CodeCode Available | 2 |
| Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? | Dec 5, 2023 | AllAutonomous Driving | CodeCode Available | 2 |
| Gotta Hear Them All: Sound Source Aware Vision to Audio Generation | Nov 23, 2024 | AllAudio Generation | CodeCode Available | 2 |
| HAIR: Hypernetworks-based All-in-One Image Restoration | Aug 15, 2024 | 5-Degradation Blind All-in-One Image RestorationAll | CodeCode Available | 2 |
| GOFA: A Generative One-For-All Model for Joint Graph Language Modeling | Jul 12, 2024 | AllLanguage Modeling | CodeCode Available | 2 |
| Global Features are All You Need for Image Retrieval and Reranking | Aug 14, 2023 | AllImage Retrieval | CodeCode Available | 2 |
| IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages | May 25, 2023 | AllMachine Translation | CodeCode Available | 2 |
| Grimoire is All You Need for Enhancing Large Language Models | Jan 7, 2024 | AllIn-Context Learning | CodeCode Available | 2 |
| All You Need to Know About Training Image Retrieval Models | Mar 17, 2025 | AllImage Retrieval | CodeCode Available | 2 |
| GrootVL: Tree Topology is All You Need in State Space Model | Jun 4, 2024 | Allimage-classification | CodeCode Available | 2 |
| Is Space-Time Attention All You Need for Video Understanding? | Feb 9, 2021 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed Audio | Jul 31, 2023 | AllDownbeat Tracking | CodeCode Available | 2 |
| All-In-One Medical Image Restoration via Task-Adaptive Routing | May 30, 2024 | AllDenoising | CodeCode Available | 2 |
| Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration | Apr 2, 2024 | AllDecoder | CodeCode Available | 2 |