| Token Cropr: Faster ViTs for Quite a Few Tasks | Dec 1, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction | Nov 30, 2024 | Bayesian OptimizationToken Reduction | —Unverified | 0 |
| Efficient Multi-modal Large Language Models via Visual Token Grouping | Nov 26, 2024 | Image CaptioningQuestion Answering | —Unverified | 0 |
| Rethinking Token Reduction in MLLMs: Towards a Unified Paradigm for Training-Free Acceleration | Nov 26, 2024 | Token Reduction | —Unverified | 0 |
| freePruner: A Training-free Approach for Large Multimodal Model Acceleration | Nov 23, 2024 | QuantizationQuestion Answering | —Unverified | 0 |
| Inference Optimal VLMs Need Fewer Visual Tokens and More Parameters | Nov 5, 2024 | Token ReductionVisual Reasoning | CodeCode Available | 1 |
| LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding | Oct 22, 2024 | Token ReductionVideo Question Answering | CodeCode Available | 3 |
| Rethinking Token Reduction for State Space Models | Oct 16, 2024 | MambaState Space Models | CodeCode Available | 1 |
| PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models | Oct 9, 2024 | Question AnsweringRetrieval | —Unverified | 0 |
| FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model | Oct 3, 2024 | Emotion RecognitionLanguage Modeling | CodeCode Available | 1 |
