{"total":14,"rows":[{"id":"2501.03895","title":"LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token","created":"2025-01-07","cited_by_count":166,"area":"mllm"},{"id":"2405.17430","title":"Matryoshka Multimodal Models","created":"2024-05-27","cited_by_count":84,"area":"mllm"},{"id":"2412.03248","title":"AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning","created":"2024-12-04","cited_by_count":43,"area":"mllm"},{"id":"2411.17686","title":"Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration","created":"2024-11-26","cited_by_count":39,"area":"mllm"},{"id":"2502.00425","title":"MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization","created":"2025-02-01","cited_by_count":35,"area":"mllm"},{"id":"2501.05179","title":"Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models","created":"2025-01-09","cited_by_count":32,"area":"mllm"},{"id":"2411.15446","title":"freePruner: A Training-free Approach for Large Multimodal Model Acceleration","created":"2024-11-23","cited_by_count":8,"area":"mllm"},{"id":"2505.18413","title":"LatentLLM: Attention-Aware Joint Tensor Compression","created":"2025-05-23","cited_by_count":7,"area":"mllm"},{"id":"2604.12358","title":"Why and When Visual Token Pruning Fails? A Study on Relevant Visual Information Shift in MLLMs Decoding","created":"2026-04-14","cited_by_count":7,"area":"mllm"},{"id":"2504.17892","title":"Token Sequence Compression for Efficient Multimodal Computing","created":"2025-04-24","cited_by_count":6,"area":"mllm"},{"id":"2410.07278","title":"PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models","created":"2024-10-09","cited_by_count":5,"area":"mllm"},{"id":"2409.10994","title":"Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs","created":"2024-09-17","cited_by_count":3,"area":"mllm"},{"id":"2409.01162","title":"Sparsity Meets Similarity: Leveraging Long-Tail Distribution for Dynamic Optimized Token Representation in Multimodal Large Language Models","created":"2024-09-02","cited_by_count":1,"area":"mllm"},{"id":"2501.17391","title":"LFTR: Learning-Free Token Reduction for Multimodal Large Language Models","created":"2025-01-29","cited_by_count":1,"area":"mllm"}],"next_cursor":null}