LongVILA: Scaling Long-Context Visual Language Models for Long Videos
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Yukang, Xue, Fuzhao, Li, Dacheng, Hu, Qinghao, Zhu, Ligeng, Li, Xiuyu, Fang, Yunhao, Tang, Haotian, Yang, Shang, Liu, Zhijian, He, Ethan, Yin, Hongxu, Molchanov, Pavlo, Kautz, Jan, Fan, Linxi, Zhu, Yuke, Lu, Yao, Han, Song |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
VILA$^2$: VILA Augmented VILA
by: Fang, Yunhao, et al.
Published: (2024)
by: Fang, Yunhao, et al.
Published: (2024)
Scaling RL to Long Videos
by: Chen, Yukang, et al.
Published: (2025)
by: Chen, Yukang, et al.
Published: (2025)
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
by: Wu, Yecheng, et al.
Published: (2024)
by: Wu, Yecheng, et al.
Published: (2024)
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
by: Chen, Yukang, et al.
Published: (2023)
by: Chen, Yukang, et al.
Published: (2023)
VILA: On Pre-training for Visual Language Models
by: Lin, Ji, et al.
Published: (2023)
by: Lin, Ji, et al.
Published: (2023)
X-VILA: Cross-Modality Alignment for Large Language Model
by: Ye, Hanrong, et al.
Published: (2024)
by: Ye, Hanrong, et al.
Published: (2024)
LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement
by: Ye, Zhifan, et al.
Published: (2025)
by: Ye, Zhifan, et al.
Published: (2025)
QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation
by: Zhao, Yue, et al.
Published: (2025)
by: Zhao, Yue, et al.
Published: (2025)
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
by: Shi, Dachuan, et al.
Published: (2025)
by: Shi, Dachuan, et al.
Published: (2025)
Artificial Hippocampus Networks for Efficient Long-Context Modeling
by: Fang, Yunhao, et al.
Published: (2025)
by: Fang, Yunhao, et al.
Published: (2025)
NVILA: Efficient Frontier Visual Language Models
by: Liu, Zhijian, et al.
Published: (2024)
by: Liu, Zhijian, et al.
Published: (2024)
STORM: Token-Efficient Long Video Understanding for Multimodal LLMs
by: Jiang, Jindong, et al.
Published: (2025)
by: Jiang, Jindong, et al.
Published: (2025)
LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention
by: Yang, Shang, et al.
Published: (2025)
by: Yang, Shang, et al.
Published: (2025)
3D Aware Region Prompted Vision Language Model
by: Cheng, An-Chieh, et al.
Published: (2025)
by: Cheng, An-Chieh, et al.
Published: (2025)
Stateful Token Reduction for Long-Video Hybrid VLMs
by: Jiang, Jindong, et al.
Published: (2026)
by: Jiang, Jindong, et al.
Published: (2026)
Flextron: Many-in-One Flexible Large Language Model
by: Cai, Ruisi, et al.
Published: (2024)
by: Cai, Ruisi, et al.
Published: (2024)
Long-Context Generalization with Sparse Attention
by: Vasylenko, Pavlo, et al.
Published: (2025)
by: Vasylenko, Pavlo, et al.
Published: (2025)
AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One
by: Ranzinger, Mike, et al.
Published: (2023)
by: Ranzinger, Mike, et al.
Published: (2023)
Long-Short Alignment for Effective Long-Context Modeling in LLMs
by: Du, Tianqi, et al.
Published: (2025)
by: Du, Tianqi, et al.
Published: (2025)
LITA: Language Instructed Temporal-Localization Assistant
by: Huang, De-An, et al.
Published: (2024)
by: Huang, De-An, et al.
Published: (2024)
LLoCO: Learning Long Contexts Offline
by: Tan, Sijun, et al.
Published: (2024)
by: Tan, Sijun, et al.
Published: (2024)
LongEmbed: Extending Embedding Models for Long Context Retrieval
by: Zhu, Dawei, et al.
Published: (2024)
by: Zhu, Dawei, et al.
Published: (2024)
SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference
by: Khaki, Samir, et al.
Published: (2025)
by: Khaki, Samir, et al.
Published: (2025)
FasterViT: Fast Vision Transformers with Hierarchical Attention
by: Hatamizadeh, Ali, et al.
Published: (2023)
by: Hatamizadeh, Ali, et al.
Published: (2023)
LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs
by: Jia, Junlong, et al.
Published: (2025)
by: Jia, Junlong, et al.
Published: (2025)
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
by: Bair, Anna, et al.
Published: (2023)
by: Bair, Anna, et al.
Published: (2023)
RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models
by: Heinrich, Greg, et al.
Published: (2024)
by: Heinrich, Greg, et al.
Published: (2024)
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models
by: Fang, Gongfan, et al.
Published: (2024)
by: Fang, Gongfan, et al.
Published: (2024)
Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
by: Lin, Hongzhan, et al.
Published: (2024)
by: Lin, Hongzhan, et al.
Published: (2024)
Step Out and Seek Around: On Warm-Start Training with Incremental Data
by: Shen, Maying, et al.
Published: (2024)
by: Shen, Maying, et al.
Published: (2024)
VERA: Identifying and Leveraging Visual Evidence Retrieval Heads in Long-Context Understanding
by: Pei, Rongcan, et al.
Published: (2026)
by: Pei, Rongcan, et al.
Published: (2026)
COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation
by: Li, Jiefeng, et al.
Published: (2024)
by: Li, Jiefeng, et al.
Published: (2024)
Long Context Alignment with Short Instructions and Synthesized Positions
by: Wu, Wenhao, et al.
Published: (2024)
by: Wu, Wenhao, et al.
Published: (2024)
LongAttnComp: Cross-Family Context Compression for Long-Context Reasoning
by: Ji, Mengmeng, et al.
Published: (2026)
by: Ji, Mengmeng, et al.
Published: (2026)
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
by: Xiao, Guangxuan, et al.
Published: (2024)
by: Xiao, Guangxuan, et al.
Published: (2024)
Grounded 3D-Aware Spatial Vision-Language Modeling
by: Cheng, An-Chieh, et al.
Published: (2026)
by: Cheng, An-Chieh, et al.
Published: (2026)
LongScape: Advancing Long-Horizon Embodied World Models with Context-Aware MoE
by: Shang, Yu, et al.
Published: (2025)
by: Shang, Yu, et al.
Published: (2025)
Wolf: Dense Video Captioning with a World Summarization Framework
by: Li, Boyi, et al.
Published: (2024)
by: Li, Boyi, et al.
Published: (2024)
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
by: Bai, Yushi, et al.
Published: (2024)
by: Bai, Yushi, et al.
Published: (2024)
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models
by: Chen, Longze, et al.
Published: (2024)
by: Chen, Longze, et al.
Published: (2024)
Similar Items
-
VILA$^2$: VILA Augmented VILA
by: Fang, Yunhao, et al.
Published: (2024) -
Scaling RL to Long Videos
by: Chen, Yukang, et al.
Published: (2025) -
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
by: Wu, Yecheng, et al.
Published: (2024) -
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
by: Chen, Yukang, et al.
Published: (2023) -
VILA: On Pre-training for Visual Language Models
by: Lin, Ji, et al.
Published: (2023)