| Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model | Jan 1, 2025 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| QueryMamba: A Mamba-Based Encoder-Decoder Architecture with a Statistical Verb-Noun Interaction Module for Video Action Forecasting @ Ego4D Long-Term Action Anticipation Challenge 2024 | Jul 4, 2024 | Action AnticipationDecoder | —Unverified | 0 |
| R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation | Aug 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion Models | Sep 4, 2024 | DecoderImage Reconstruction | —Unverified | 0 |
| RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model | Nov 18, 2024 | Mamba | —Unverified | 0 |
| Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding | Jan 1, 2025 | Human-Object Interaction DetectionMamba | —Unverified | 0 |
| Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation | May 6, 2025 | Mamba | —Unverified | 0 |
| RecurFormer: Not All Transformer Heads Need Self-Attention | Oct 10, 2024 | AllMamba | —Unverified | 0 |
| RefiDiff: Refinement-Aware Diffusion for Efficient Missing Data Imputation | May 20, 2025 | DenoisingImputation | —Unverified | 0 |
| RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images | Oct 17, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
