| 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 |