| Token Transforming: A Unified and Training-Free Token Compression Framework for Vision Transformer Acceleration | Jun 6, 2025 | Depth Estimationobject-detection | —Unverified | 0 |
| Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings | Jun 5, 2025 | RetrievalToken Reduction | —Unverified | 0 |
| Astraea: A GPU-Oriented Token-wise Acceleration Framework for Video Diffusion Transformers | Jun 5, 2025 | GPUText-to-Video Generation | —Unverified | 0 |
| VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models | May 28, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training | May 25, 2025 | Reinforcement Learning (RL)Token Reduction | —Unverified | 0 |
| Not All Tokens Are What You Need In Thinking | May 23, 2025 | AllToken Reduction | CodeCode Available | 0 |
| Plan and Budget: Effective and Efficient Test-Time Scaling on Large Language Model Reasoning | May 22, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models | May 20, 2025 | GSM8KMathematical Reasoning | —Unverified | 0 |
| STAR: Stage-Wise Attention-Guided Token Reduction for Efficient Large Vision-Language Models Inference | May 18, 2025 | Token Reduction | —Unverified | 0 |
| Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration | May 16, 2025 | DenoisingToken Reduction | CodeCode Available | 0 |