| More Agents Is All You Need | Feb 3, 2024 | All | CodeCode Available | 2 | 5 |
| One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos | Sep 29, 2024 | AllImage Segmentation | CodeCode Available | 2 | 5 |
| MultiBooth: Towards Generating All Your Concepts in an Image from Text | Apr 22, 2024 | AllComputational Efficiency | CodeCode Available | 2 | 5 |
| Exposure Bracketing Is All You Need For A High-Quality Image | Jan 1, 2024 | AllDeblurring | CodeCode Available | 2 | 5 |
| MegaLoc: One Retrieval to Place Them All | Feb 24, 2025 | 3D ReconstructionAll | CodeCode Available | 2 | 5 |
| PandaGPT: One Model To Instruction-Follow Them All | May 25, 2023 | AllImage Description | CodeCode Available | 2 | 5 |
| Boosting Vision-Language Models for Histopathology Classification: Predict all at once | Sep 3, 2024 | Allzero-shot-classification | CodeCode Available | 2 | 5 |
| Per-Pixel Classification is Not All You Need for Semantic Segmentation | Jul 13, 2021 | AllClassification | CodeCode Available | 2 | 5 |
| Pairwise Comparisons Are All You Need | Mar 13, 2024 | AllFace Image Quality Assessment | CodeCode Available | 2 | 5 |
| Pretraining is All You Need for Image-to-Image Translation | May 25, 2022 | AllImage-to-Image Translation | CodeCode Available | 2 | 5 |
| A Single Simple Patch is All You Need for AI-generated Image Detection | Feb 2, 2024 | All | CodeCode Available | 2 | 5 |
| Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching | May 22, 2023 | AllFew-Shot Semantic Segmentation | CodeCode Available | 2 | 5 |
| MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs | Jan 29, 2025 | AllInstruction Following | CodeCode Available | 2 | 5 |
| Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration | Sep 28, 2024 | AllAttribute | CodeCode Available | 2 | 5 |
| Learning from All Vehicles | Mar 22, 2022 | AllAutonomous Driving | CodeCode Available | 2 | 5 |
| DCoM: Active Learning for All Learners | Jul 1, 2024 | Active LearningAll | CodeCode Available | 2 | 5 |
| Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent | Feb 15, 2024 | AllDecision Making | CodeCode Available | 2 | 5 |
| Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System | Apr 17, 2024 | AllCollaborative Filtering | CodeCode Available | 2 | 5 |
| 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 | 5 |
| 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 | 5 |
| Is Attention All That NeRF Needs? | Jul 27, 2022 | AllGeneralizable Novel View Synthesis | CodeCode Available | 2 | 5 |
| Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? | Dec 5, 2023 | AllAutonomous Driving | CodeCode Available | 2 | 5 |
| I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders | Mar 24, 2025 | All | CodeCode Available | 2 | 5 |
| ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization | May 16, 2025 | AllDeepFake Detection | CodeCode Available | 2 | 5 |
| Differentiable All-pole Filters for Time-varying Audio Systems | Apr 11, 2024 | AllAudio Effects Modeling | CodeCode Available | 2 | 5 |
| Hopfield Networks is All You Need | Jul 16, 2020 | AllDrug Design | CodeCode Available | 2 | 5 |
| Is Space-Time Attention All You Need for Video Understanding? | Feb 9, 2021 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration | Oct 20, 2024 | AllComputational Efficiency | CodeCode Available | 2 | 5 |
| Gotta Hear Them All: Sound Source Aware Vision to Audio Generation | Nov 23, 2024 | AllAudio Generation | CodeCode Available | 2 | 5 |
| All-In-One Medical Image Restoration via Task-Adaptive Routing | May 30, 2024 | AllDenoising | CodeCode Available | 2 | 5 |
| Grimoire is All You Need for Enhancing Large Language Models | Jan 7, 2024 | AllIn-Context Learning | CodeCode Available | 2 | 5 |
| Global Features are All You Need for Image Retrieval and Reranking | Aug 14, 2023 | AllImage Retrieval | CodeCode Available | 2 | 5 |
| All in One: Exploring Unified Video-Language Pre-training | Mar 14, 2022 | AllLanguage Modelling | CodeCode Available | 2 | 5 |
| GOFA: A Generative One-For-All Model for Joint Graph Language Modeling | Jul 12, 2024 | AllLanguage Modeling | CodeCode Available | 2 | 5 |
| GrootVL: Tree Topology is All You Need in State Space Model | Jun 4, 2024 | Allimage-classification | CodeCode Available | 2 | 5 |
| EAMamba: Efficient All-Around Vision State Space Model for Image Restoration | Jun 27, 2025 | AllDeblurring | CodeCode Available | 2 | 5 |
| Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration | Apr 2, 2024 | AllDecoder | CodeCode Available | 2 | 5 |
| All for One and One for All: Improving Music Separation by Bridging Networks | Oct 8, 2020 | AllMusic Source Separation | CodeCode Available | 2 | 5 |
| All-in-one foundational models learning across quantum chemical levels | Sep 18, 2024 | AllCloud Computing | CodeCode Available | 2 | 5 |
| All-in-One Image Restoration for Unknown Corruption | Jan 1, 2022 | 5-Degradation Blind All-in-One Image RestorationAll | CodeCode Available | 2 | 5 |
| Adapter is All You Need for Tuning Visual Tasks | Nov 25, 2023 | Allimage-classification | CodeCode Available | 2 | 5 |
| All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed Audio | Jul 31, 2023 | AllDownbeat Tracking | CodeCode Available | 2 | 5 |
| Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs | Dec 2, 2024 | AllLanguage Modeling | CodeCode Available | 2 | 5 |
| HAIR: Hypernetworks-based All-in-One Image Restoration | Aug 15, 2024 | 5-Degradation Blind All-in-One Image RestorationAll | CodeCode Available | 2 | 5 |
| DriveMM: All-in-One Large Multimodal Model for Autonomous Driving | Dec 10, 2024 | AllAutonomous Driving | CodeCode Available | 2 | 5 |
| All-in-one simulation-based inference | Apr 15, 2024 | AllBayesian Inference | CodeCode Available | 2 | 5 |
| IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages | May 25, 2023 | AllMachine Translation | CodeCode Available | 2 | 5 |
| LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology | Feb 6, 2024 | AllBenchmarking | CodeCode Available | 2 | 5 |
| One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning | Jun 13, 2023 | AllDomain Generalization | CodeCode Available | 2 | 5 |
| X^2-VLM: All-In-One Pre-trained Model For Vision-Language Tasks | Nov 22, 2022 | AllCross-Modal Retrieval | CodeCode Available | 2 | 5 |