Saved in:
| Main Authors: | Liu, Jinming, Lin, Junyan, Wei, Yuntao, Shao, Kele, Tao, Keda, Huang, Jianguo, Yang, Xudong, Chen, Zhibo, Wang, Huan, Jin, Xin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2508.13460 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Compression Tells Intelligence: Visual Coding, Visual Token Technology, and the Unification
by: Jin, Xin, et al.
Published: (2026)
by: Jin, Xin, et al.
Published: (2026)
StreamingTOM: Streaming Token Compression for Efficient Video Understanding
by: Chen, Xueyi, et al.
Published: (2025)
by: Chen, Xueyi, et al.
Published: (2025)
HoliTom: Holistic Token Merging for Fast Video Large Language Models
by: Shao, Kele, et al.
Published: (2025)
by: Shao, Kele, et al.
Published: (2025)
OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models
by: Tao, Keda, et al.
Published: (2025)
by: Tao, Keda, et al.
Published: (2025)
Semantics Disentanglement and Composition for Universal Image Coding with Efficiently LLM Reasoning and Generative Diffusion
by: Liu, Jinming, et al.
Published: (2024)
by: Liu, Jinming, et al.
Published: (2024)
Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMs
by: Liu, Jinming, et al.
Published: (2024)
by: Liu, Jinming, et al.
Published: (2024)
A Survey of Token Compression for Efficient Multimodal Large Language Models
by: Shao, Kele, et al.
Published: (2025)
by: Shao, Kele, et al.
Published: (2025)
Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
by: Zhang, Kejia, et al.
Published: (2025)
by: Zhang, Kejia, et al.
Published: (2025)
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models
by: Tao, Keda, et al.
Published: (2024)
by: Tao, Keda, et al.
Published: (2024)
Is Oracle Pruning the True Oracle?
by: Feng, Sicheng, et al.
Published: (2024)
by: Feng, Sicheng, et al.
Published: (2024)
TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs
by: Zhang, Kejia, et al.
Published: (2025)
by: Zhang, Kejia, et al.
Published: (2025)
StreamingAssistant: Efficient Visual Token Pruning for Accelerating Online Video Understanding
by: Jin, Xinqi, et al.
Published: (2025)
by: Jin, Xinqi, et al.
Published: (2025)
Revisiting Visual Understanding in Multimodal Reasoning through a Lens of Image Perturbation
by: Li, Yuting, et al.
Published: (2025)
by: Li, Yuting, et al.
Published: (2025)
UTPTrack: Towards Simple and Unified Token Pruning for Visual Tracking
by: Wu, Hao, et al.
Published: (2026)
by: Wu, Hao, et al.
Published: (2026)
Limitations and Implications: Revisiting the Clinical Relevance of Ductal Features in Abiraterone‐Treated Prostate Cancer
by: Wenjing Xie, et al.
Published: (2026)
by: Wenjing Xie, et al.
Published: (2026)
ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement
by: Huang, Runhui, et al.
Published: (2025)
by: Huang, Runhui, et al.
Published: (2025)
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization
by: Chen, Zhibo, et al.
Published: (2024)
by: Chen, Zhibo, et al.
Published: (2024)
Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models
by: Tao, Keda, et al.
Published: (2025)
by: Tao, Keda, et al.
Published: (2025)
Which Heads Matter for Reasoning? RL-Guided KV Cache Compression
by: Du, Wenjie, et al.
Published: (2025)
by: Du, Wenjie, et al.
Published: (2025)
CodeDance: A Dynamic Tool-integrated MLLM for Executable Visual Reasoning
by: Song, Qi, et al.
Published: (2025)
by: Song, Qi, et al.
Published: (2025)
Slot-MLLM: Object-Centric Visual Tokenization for Multimodal LLM
by: Chi, Donghwan, et al.
Published: (2025)
by: Chi, Donghwan, et al.
Published: (2025)
Speak While Watching: Unleashing TRUE Real-Time Video Understanding Capability of Multimodal Large Language Models
by: Lin, Junyan, et al.
Published: (2026)
by: Lin, Junyan, et al.
Published: (2026)
TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models
by: Tan, Xudong, et al.
Published: (2025)
by: Tan, Xudong, et al.
Published: (2025)
LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs
by: Tao, Keda, et al.
Published: (2026)
by: Tao, Keda, et al.
Published: (2026)
VisualLens: Personalization through Task-Agnostic Visual History
by: Zhu, Wang Bill, et al.
Published: (2024)
by: Zhu, Wang Bill, et al.
Published: (2024)
AdaCodec: A Predictive Visual Code for Video MLLMs
by: Hou, Haowen, et al.
Published: (2026)
by: Hou, Haowen, et al.
Published: (2026)
Diff-ICMH: Harmonizing Machine and Human Vision in Image Compression with Generative Prior
by: Feng, Ruoyu, et al.
Published: (2025)
by: Feng, Ruoyu, et al.
Published: (2025)
Active Perception Agent for Omnimodal Audio-Video Understanding
by: Tao, Keda, et al.
Published: (2025)
by: Tao, Keda, et al.
Published: (2025)
ECR-Chain: Advancing Generative Language Models to Better Emotion-Cause Reasoners through Reasoning Chains
by: Huang, Zhaopei, et al.
Published: (2024)
by: Huang, Zhaopei, et al.
Published: (2024)
Visual Position Prompt for MLLM based Visual Grounding
by: Tang, Wei, et al.
Published: (2025)
by: Tang, Wei, et al.
Published: (2025)
Treat Visual Tokens as Text? But Your MLLM Only Needs Fewer Efforts to See
by: Zhang, Zeliang, et al.
Published: (2024)
by: Zhang, Zeliang, et al.
Published: (2024)
Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum
by: Meng, Tao, et al.
Published: (2024)
by: Meng, Tao, et al.
Published: (2024)
LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs
by: Krojer, Benno, et al.
Published: (2026)
by: Krojer, Benno, et al.
Published: (2026)
Sequential Token Merging: Revisiting Hidden States
by: Wen, Yan, et al.
Published: (2025)
by: Wen, Yan, et al.
Published: (2025)
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression
by: Liu, Jinming, et al.
Published: (2024)
by: Liu, Jinming, et al.
Published: (2024)
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs
by: Li, Hongliang, et al.
Published: (2025)
by: Li, Hongliang, et al.
Published: (2025)
Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning
by: Yan, Xudong, et al.
Published: (2024)
by: Yan, Xudong, et al.
Published: (2024)
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding
by: Shao, Run, et al.
Published: (2024)
by: Shao, Run, et al.
Published: (2024)
Revisiting Multi-Permutation Equivariance through the Lens of Irreducible Representations
by: Sverdlov, Yonatan, et al.
Published: (2024)
by: Sverdlov, Yonatan, et al.
Published: (2024)
Revisiting Transformers through the Lens of Low Entropy and Dynamic Sparsity
by: Ren, Ruifeng, et al.
Published: (2025)
by: Ren, Ruifeng, et al.
Published: (2025)
Similar Items
-
Compression Tells Intelligence: Visual Coding, Visual Token Technology, and the Unification
by: Jin, Xin, et al.
Published: (2026) -
StreamingTOM: Streaming Token Compression for Efficient Video Understanding
by: Chen, Xueyi, et al.
Published: (2025) -
HoliTom: Holistic Token Merging for Fast Video Large Language Models
by: Shao, Kele, et al.
Published: (2025) -
OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models
by: Tao, Keda, et al.
Published: (2025) -
Semantics Disentanglement and Composition for Universal Image Coding with Efficiently LLM Reasoning and Generative Diffusion
by: Liu, Jinming, et al.
Published: (2024)