| Emu3: Next-Token Prediction is All You Need | Sep 27, 2024 | All | CodeCode Available | 3 |
| SPMamba: State-space model is all you need in speech separation | Apr 2, 2024 | AllMamba | 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 |
| One Policy to Run Them All: an End-to-end Learning Approach to Multi-Embodiment Locomotion | Sep 10, 2024 | AllDeep Reinforcement Learning | CodeCode Available | 3 |
| Patches Are All You Need? | Jan 24, 2022 | AllImage Classification | CodeCode Available | 3 |
| All are Worth Words: A ViT Backbone for Diffusion Models | Sep 25, 2022 | AllConditional Image Generation | CodeCode Available | 3 |
| AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation | Mar 26, 2024 | 3D Multi-Person Mesh RecoveryAll | CodeCode Available | 3 |
| All-atom Diffusion Transformers: Unified generative modelling of molecules and materials | Mar 5, 2025 | AllUnconditional Crystal Generation | CodeCode Available | 3 |
| AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation | Mar 21, 2024 | AllBlind All-in-One Image Restoration | CodeCode Available | 3 |
| Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models | Feb 22, 2024 | AllMixture-of-Experts | CodeCode Available | 2 |
| Exposure Bracketing Is All You Need For A High-Quality Image | Jan 1, 2024 | AllDeblurring | CodeCode Available | 2 |
| Not All Language Model Features Are Linear | May 23, 2024 | AllLanguage Modeling | CodeCode Available | 2 |
| Boosting Vision-Language Models for Histopathology Classification: Predict all at once | Sep 3, 2024 | Allzero-shot-classification | CodeCode Available | 2 |
| No More Adam: Learning Rate Scaling at Initialization is All You Need | Dec 16, 2024 | All | CodeCode Available | 2 |
| Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds | Mar 21, 2022 | AllGPU | CodeCode Available | 2 |
| MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs | Jan 29, 2025 | AllInstruction Following | CodeCode Available | 2 |
| MultiBooth: Towards Generating All Your Concepts in an Image from Text | Apr 22, 2024 | AllComputational Efficiency | CodeCode Available | 2 |
| ESM All-Atom: Multi-scale Protein Language Model for Unified Molecular Modeling | Mar 5, 2024 | AllLanguage Modeling | CodeCode Available | 2 |
| More Agents Is All You Need | Feb 3, 2024 | All | CodeCode Available | 2 |
| Language is All a Graph Needs | Aug 14, 2023 | AllGraph Learning | CodeCode Available | 2 |
| Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer | Apr 19, 2022 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 2 |
| Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching | May 22, 2023 | AllFew-Shot Semantic Segmentation | CodeCode Available | 2 |
| MegaLoc: One Retrieval to Place Them All | Feb 24, 2025 | 3D ReconstructionAll | CodeCode Available | 2 |
| LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology | Feb 6, 2024 | AllBenchmarking | 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 |
| 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 |