| AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One | Dec 10, 2023 | AllBenchmarking | CodeCode Available | 3 |
| Golden Gemini is All You Need: Finding the Sweet Spots for Speaker Verification | Dec 6, 2023 | AllSpeaker Verification | CodeCode Available | 3 |
| Class Symbolic Regression: Gotta Fit 'Em All | Dec 4, 2023 | AllDeep Reinforcement Learning | CodeCode Available | 3 |
| White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? | Nov 22, 2023 | AllData Compression | CodeCode Available | 3 |
| One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale | Mar 12, 2023 | AllImage Generation | CodeCode Available | 3 |
| All are Worth Words: A ViT Backbone for Diffusion Models | Sep 25, 2022 | AllConditional Image Generation | CodeCode Available | 3 |
| All You May Need for VQA are Image Captions | May 4, 2022 | AllImage Captioning | CodeCode Available | 3 |
| Patches Are All You Need? | Jan 24, 2022 | AllImage Classification | CodeCode Available | 3 |
| A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild | Aug 23, 2020 | AllMORPH | CodeCode Available | 3 |
| Attention Is All You Need | Jun 12, 2017 | Abstractive Text SummarizationAll | CodeCode Available | 3 |
| EAMamba: Efficient All-Around Vision State Space Model for Image Restoration | Jun 27, 2025 | AllDeblurring | CodeCode Available | 2 |
| 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 |
| Degradation-Aware Feature Perturbation for All-in-One Image Restoration | May 19, 2025 | AllDeblurring | CodeCode Available | 2 |
| Synthetic Data RL: Task Definition Is All You Need | May 18, 2025 | AllGSM8K | CodeCode Available | 2 |
| ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization | May 16, 2025 | AllDeepFake Detection | CodeCode Available | 2 |
| One Net to Rule Them All: Domain Randomization in Quadcopter Racing Across Different Platforms | Apr 30, 2025 | All | CodeCode Available | 2 |
| Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning | Apr 21, 2025 | AllForm | CodeCode Available | 2 |
| An All-Atom Generative Model for Designing Protein Complexes | Apr 17, 2025 | All | CodeCode Available | 2 |
| OmniCaptioner: One Captioner to Rule Them All | Apr 9, 2025 | AllImage Captioning | CodeCode Available | 2 |
| Content-Aware Transformer for All-in-one Image Restoration | Apr 7, 2025 | AllImage Restoration | 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 |
| All You Need to Know About Training Image Retrieval Models | Mar 17, 2025 | AllImage Retrieval | CodeCode Available | 2 |
| Slim attention: cut your context memory in half without loss of accuracy -- K-cache is all you need for MHA | Mar 7, 2025 | AllDecoder | CodeCode Available | 2 |
| One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion | Feb 27, 2025 | All | CodeCode Available | 2 |
| MegaLoc: One Retrieval to Place Them All | Feb 24, 2025 | 3D ReconstructionAll | CodeCode Available | 2 |
| MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs | Jan 29, 2025 | AllInstruction Following | CodeCode Available | 2 |
| No More Adam: Learning Rate Scaling at Initialization is All You Need | Dec 16, 2024 | All | CodeCode Available | 2 |
| DriveMM: All-in-One Large Multimodal Model for Autonomous Driving | Dec 10, 2024 | AllAutonomous Driving | CodeCode Available | 2 |
| Toward AI-Driven Digital Organism: Multiscale Foundation Models for Predicting, Simulating and Programming Biology at All Levels | Dec 9, 2024 | All | CodeCode Available | 2 |
| Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs | Dec 2, 2024 | AllLanguage Modeling | CodeCode Available | 2 |
| Gotta Hear Them All: Sound Source Aware Vision to Audio Generation | Nov 23, 2024 | AllAudio Generation | CodeCode Available | 2 |
| CompassJudger-1: All-in-one Judge Model Helps Model Evaluation and Evolution | Oct 21, 2024 | Allmodel | CodeCode Available | 2 |
| LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration | Oct 20, 2024 | AllComputational Efficiency | CodeCode Available | 2 |
| One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos | Sep 29, 2024 | AllImage Segmentation | CodeCode Available | 2 |
| Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration | Sep 28, 2024 | AllAttribute | CodeCode Available | 2 |
| All-in-one foundational models learning across quantum chemical levels | Sep 18, 2024 | AllCloud Computing | CodeCode Available | 2 |
| Boosting Vision-Language Models for Histopathology Classification: Predict all at once | Sep 3, 2024 | Allzero-shot-classification | CodeCode Available | 2 |
| Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration | Aug 28, 2024 | AllImage Restoration | 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 |
| DCoM: Active Learning for All Learners | Jul 1, 2024 | Active LearningAll | CodeCode Available | 2 |
| What Matters in Transformers? Not All Attention is Needed | Jun 22, 2024 | AllMMLU | CodeCode Available | 2 |
| GrootVL: Tree Topology is All You Need in State Space Model | Jun 4, 2024 | Allimage-classification | CodeCode Available | 2 |
| Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaption | Jun 2, 2024 | AllImage Compression | CodeCode Available | 2 |
| All-In-One Medical Image Restoration via Task-Adaptive Routing | May 30, 2024 | AllDenoising | 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 |
| Not All Language Model Features Are Linear | May 23, 2024 | AllLanguage Modeling | CodeCode Available | 2 |
| MultiBooth: Towards Generating All Your Concepts in an Image from Text | Apr 22, 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 |
| All-in-one simulation-based inference | Apr 15, 2024 | AllBayesian Inference | CodeCode Available | 2 |