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Token Reduction

Papers

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Showing 51–75 of 78 papers

TitleStatusHype
Plan and Budget: Effective and Efficient Test-Time Scaling on Large Language Model Reasoning—0
The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training—0
Token Dynamics: Towards Efficient and Dynamic Video Token Representation for Video Large Language Models—0
TPC-ViT: Token Propagation Controller for Efficient Vision Transformer—0
Token Transforming: A Unified and Training-Free Token Compression Framework for Vision Transformer Acceleration—0
TORE: Token Reduction for Efficient Human Mesh Recovery with Transformer—0
Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings—0
TRIM: Token Reduction and Inference Modeling for Cost-Effective Language Generation—0
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers—0
Vote&Mix: Plug-and-Play Token Reduction for Efficient Vision Transformer—0
VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models—0
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction—0
Rethinking Token Reduction in MLLMs: Towards a Unified Paradigm for Training-Free Acceleration—0
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models—0
Selective Structured State-Spaces for Long-Form Video Understanding—0
Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study—0
STAR: Stage-Wise Attention-Guided Token Reduction for Efficient Large Vision-Language Models Inference—0
Not All Tokens Are What You Need In ThinkingCode0
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision TransformersCode0
Faster Parameter-Efficient Tuning with Token Redundancy ReductionCode0
Rethinking Token Reduction with Parameter-Efficient Fine-Tuning in ViT for Pixel-Level TasksCode0
BatchGEMBA: Token-Efficient Machine Translation Evaluation with Batched Prompting and Prompt CompressionCode0
Cross-Layer Cache Aggregation for Token Reduction in Ultra-Fine-Grained Image RecognitionCode0
Dynamic Compressing Prompts for Efficient Inference of Large Language ModelsCode0
Layton: Latent Consistency Tokenizer for 1024-pixel Image Reconstruction and Generation by 256 TokensCode0
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