| Inference Optimal VLMs Need Fewer Visual Tokens and More Parameters | Nov 5, 2024 | Token ReductionVisual Reasoning | CodeCode Available | 1 |
| ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers | Jun 14, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation | Dec 13, 2024 | Token Reduction | CodeCode Available | 1 |
| FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model | Oct 3, 2024 | Emotion RecognitionLanguage Modeling | CodeCode Available | 1 |
| CrossLMM: Decoupling Long Video Sequences from LMMs via Dual Cross-Attention Mechanisms | May 22, 2025 | Token Reduction | CodeCode Available | 1 |
| Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training | Dec 17, 2024 | MambaToken Reduction | CodeCode Available | 1 |
| Learning Compact Vision Tokens for Efficient Large Multimodal Models | Jun 8, 2025 | Multimodal ReasoningToken Reduction | CodeCode Available | 1 |
| Rethinking Token Reduction for State Space Models | Oct 16, 2024 | MambaState Space Models | CodeCode Available | 1 |
| FOLDER: Accelerating Multi-modal Large Language Models with Enhanced Performance | Jan 5, 2025 | Token Reduction | CodeCode Available | 1 |
| Window Token Concatenation for Efficient Visual Large Language Models | Apr 5, 2025 | Token Reduction | CodeCode Available | 1 |
