| HAIR: Hypernetworks-based All-in-One Image Restoration | Aug 15, 2024 | 5-Degradation Blind All-in-One Image RestorationAll | CodeCode Available | 2 |
| MultiBooth: Towards Generating All Your Concepts in an Image from Text | Apr 22, 2024 | AllComputational Efficiency | CodeCode Available | 2 |
| Hopfield Networks is All You Need | Jul 16, 2020 | AllDrug Design | CodeCode Available | 2 |
| Grimoire is All You Need for Enhancing Large Language Models | Jan 7, 2024 | AllIn-Context Learning | CodeCode Available | 2 |
| No More Adam: Learning Rate Scaling at Initialization is All You Need | Dec 16, 2024 | All | CodeCode Available | 2 |
| 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 |
| 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 |
| Gotta Hear Them All: Sound Source Aware Vision to Audio Generation | Nov 23, 2024 | AllAudio Generation | CodeCode Available | 2 |
| Boosting Vision-Language Models for Histopathology Classification: Predict all at once | Sep 3, 2024 | Allzero-shot-classification | CodeCode Available | 2 |
| Exposure Bracketing Is All You Need For A High-Quality Image | Jan 1, 2024 | AllDeblurring | CodeCode Available | 2 |
| GrootVL: Tree Topology is All You Need in State Space Model | Jun 4, 2024 | Allimage-classification | 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 |
| Aligning and Prompting Everything All at Once for Universal Visual Perception | Dec 4, 2023 | AllObject | 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 Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion | Feb 27, 2025 | All | CodeCode Available | 2 |
| One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts | Dec 28, 2023 | AllAnatomy | CodeCode Available | 2 |
| All-In-One Medical Image Restoration via Task-Adaptive Routing | May 30, 2024 | AllDenoising | CodeCode Available | 2 |
| All-in-One Image Restoration for Unknown Corruption | Jan 1, 2022 | 5-Degradation Blind All-in-One Image RestorationAll | 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 |
| Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs | Dec 2, 2024 | AllLanguage Modeling | CodeCode Available | 2 |
| All-in-one simulation-based inference | Apr 15, 2024 | AllBayesian Inference | CodeCode Available | 2 |
| ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization | May 16, 2025 | AllDeepFake Detection | CodeCode Available | 2 |
| EAMamba: Efficient All-Around Vision State Space Model for Image Restoration | Jun 27, 2025 | AllDeblurring | CodeCode Available | 2 |
| Global Features are All You Need for Image Retrieval and Reranking | Aug 14, 2023 | AllImage Retrieval | CodeCode Available | 2 |
| Differentiable All-pole Filters for Time-varying Audio Systems | Apr 11, 2024 | AllAudio Effects Modeling | CodeCode Available | 2 |