| Visual-Instructed Degradation Diffusion for All-in-One Image Restoration | Jun 20, 2025 | AllDeblurring | CodeCode Available | 1 |
| All is Not Lost: LLM Recovery without Checkpoints | Jun 18, 2025 | AllScheduling | CodeCode Available | 1 |
| Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models | Jun 17, 2025 | AllNode Classification | CodeCode Available | 1 |
| DiffFuSR: Super-Resolution of all Sentinel-2 Multispectral Bands using Diffusion Models | Jun 13, 2025 | AllHallucination | CodeCode Available | 1 |
| NoLoCo: No-all-reduce Low Communication Training Method for Large Models | Jun 12, 2025 | AllBlocking | CodeCode Available | 1 |
| Boosting All-in-One Image Restoration via Self-Improved Privilege Learning | May 30, 2025 | AllImage Restoration | CodeCode Available | 1 |
| Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation | May 30, 2025 | AllBenchmarking | CodeCode Available | 1 |
| Fast Isotropic Median Filtering | May 28, 2025 | Allimage smoothing | CodeCode Available | 1 |
| One Surrogate to Fool Them All: Universal, Transferable, and Targeted Adversarial Attacks with CLIP | May 26, 2025 | AllImage Retrieval | CodeCode Available | 1 |
| FP4 All the Way: Fully Quantized Training of LLMs | May 25, 2025 | AllQuantization | CodeCode Available | 1 |
| FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks | May 16, 2025 | All | CodeCode Available | 1 |
| DFVO: Learning Darkness-free Visible and Infrared Image Disentanglement and Fusion All at Once | May 7, 2025 | AllAutonomous Driving | CodeCode Available | 1 |
| Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability | May 6, 2025 | AllDenoising | CodeCode Available | 1 |
| Is Intermediate Fusion All You Need for UAV-based Collaborative Perception? | Apr 30, 2025 | All | CodeCode Available | 1 |
| Learning from Noisy Pseudo-labels for All-Weather Land Cover Mapping | Apr 18, 2025 | AllImage Segmentation | CodeCode Available | 1 |
| Search is All You Need for Few-shot Anomaly Detection | Apr 16, 2025 | AllAnomaly Detection | CodeCode Available | 1 |
| Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration | Apr 14, 2025 | AllImage Restoration | CodeCode Available | 1 |
| Beyond Degradation Conditions: All-in-One Image Restoration via HOG Transformers | Apr 12, 2025 | AllImage Restoration | CodeCode Available | 1 |
| Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception | Apr 9, 2025 | AllAudio Deepfake Detection | CodeCode Available | 1 |
| MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender | Apr 5, 2025 | AllLanguage Modeling | CodeCode Available | 1 |
| Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval | Mar 29, 2025 | AllLanguage Modeling | CodeCode Available | 1 |
| Is Discretization Fusion All You Need for Collaborative Perception? | Mar 18, 2025 | Allobject-detection | CodeCode Available | 1 |
| Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis | Mar 11, 2025 | AllDataset Generation | CodeCode Available | 1 |
| All That Glitters Is Not Gold: Key-Secured 3D Secrets within 3D Gaussian Splatting | Mar 10, 2025 | 3DGSAll | CodeCode Available | 1 |
| One ruler to measure them all: Benchmarking multilingual long-context language models | Mar 3, 2025 | 8kAll | CodeCode Available | 1 |
| All-in-One Image Compression and Restoration | Feb 5, 2025 | AllImage Compression | CodeCode Available | 1 |
| Logits are All We Need to Adapt Closed Models | Feb 3, 2025 | AllPrompt Engineering | CodeCode Available | 1 |
| All-Day Multi-Camera Multi-Target Tracking | Jan 1, 2025 | AllMamba | CodeCode Available | 1 |
| Bayesian Flow Is All You Need to Sample Out-of-Distribution Chemical Spaces | Dec 16, 2024 | AllDrug Design | CodeCode Available | 1 |
| MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation | Dec 16, 2024 | AllBenchmarking | CodeCode Available | 1 |
| Adaptive Blind All-in-One Image Restoration | Nov 27, 2024 | 5-Degradation Blind All-in-One Image RestorationAll | CodeCode Available | 1 |
| SatVision-TOA: A Geospatial Foundation Model for Coarse-Resolution All-Sky Remote Sensing Imagery | Nov 26, 2024 | AllCloud Detection | CodeCode Available | 1 |
| All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages | Nov 25, 2024 | AllLong Question Answer | CodeCode Available | 1 |
| Signformer is all you need: Towards Edge AI for Sign Language | Nov 19, 2024 | AllGloss-free Sign Language Translation | CodeCode Available | 1 |
| A Lorentz-Equivariant Transformer for All of the LHC | Nov 1, 2024 | All | CodeCode Available | 1 |
| Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models | Oct 29, 2024 | Adversarial RobustnessAll | CodeCode Available | 1 |
| Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning | Oct 25, 2024 | AllComputational Efficiency | CodeCode Available | 1 |
| Benchmarking Transcriptomics Foundation Models for Perturbation Analysis : one PCA still rules them all | Oct 17, 2024 | AllBenchmarking | CodeCode Available | 1 |
| UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation | Oct 13, 2024 | AllBilevel Optimization | CodeCode Available | 1 |
| Rethinking Data Selection at Scale: Random Selection is Almost All You Need | Oct 12, 2024 | All | CodeCode Available | 1 |
| TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration | Oct 10, 2024 | AllImage Restoration | CodeCode Available | 1 |
| Parameter Efficient Fine-tuning via Explained Variance Adaptation | Oct 9, 2024 | Allimage-classification | CodeCode Available | 1 |
| Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features | Oct 4, 2024 | Allfeature selection | CodeCode Available | 1 |
| Were RNNs All We Needed? | Oct 2, 2024 | AllMamba | CodeCode Available | 1 |
| All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation | Sep 29, 2024 | AllData Compression | CodeCode Available | 1 |
| One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks | Sep 20, 2024 | AllDependency Parsing | CodeCode Available | 1 |
| Annealed Winner-Takes-All for Motion Forecasting | Sep 17, 2024 | AllAutonomous Driving | CodeCode Available | 1 |
| Training on the Benchmark Is Not All You Need | Sep 3, 2024 | AllMultiple-choice | CodeCode Available | 1 |
| Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need | Aug 28, 2024 | AllMamba | CodeCode Available | 1 |
| GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets | Aug 26, 2024 | AllData Augmentation | CodeCode Available | 1 |