conftrace_

visual token

56 papers

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Co-occurring keywords

multimodal large language model (966) large language model (13587) multimodal learning (4645) video understanding (1658) token compression (53) large vision-language model (170) inference acceleration (244) token reduction (68) token pruning (81) vision language model (767)

Papers

AgentOCR: Reimagining Agent History via Optical Self-Compression ACL 2026
PurMM: Attention-Guided Test-Time Backdoor Purification in Multimodal Large Language Models AAAI 2026
CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning AAAI 2026
From Inheritance to Saturation: Disentangling the Evolution of Visual Redundancy for Architecture-Aware MLLM Inference Acceleration ACL 2026
Efficient Segmentation with Multimodal Large Language Model via Token Routing AAAI 2026
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability AAAI 2026
D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs AAAI 2026
Make LVLMs Focus: Context-Aware Attention Modulation for Better Multimodal In-Context Learning AAAI 2026
Semantically Comprehensive Token Pruning in LVLMs via Maximizing Concept Coverage ACL 2026
CARES: Context-Aware Resolution Selector for VLMs ACL 2026
Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment AAAI 2026
HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models CVPR 2025
An Empirical Study of Autoregressive Pre-training from Videos ICCV 2025
Principles of Visual Tokens for Efficient Video Understanding ICCV 2025
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025
Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025
DToMA: Training-free Dynamic Token MAnipulation for Long Video Understanding IJCAI 2025
SpectralAR: Spectral Autoregressive Visual Generation ICCV 2025
VideoOrion: Tokenizing Object Dynamics in Videos ICCV 2025
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025
D-Attn: Decomposed Attention for Large Vision-and-Language Model ICCV 2025
DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs ICCV 2025
How Can Objects Help Video-Language Understanding? ICCV 2025
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models ICCV 2025
AirCache: Activating Inter-modal Relevancy KV Cache Compression for Efficient Large Vision-Language Model Inference ICCV 2025