TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Wei, Fan, Hehe, Wong, Yongkang, Kankanhalli, Mohan, Yang, Yi |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Translution: Unifying Self-attention and Convolution for Adaptive and Relative Modeling
by: Fan, Hehe, et al.
Published: (2025)
by: Fan, Hehe, et al.
Published: (2025)
ELIP: Efficient Discriminative Language-Image Pre-training with Fewer Vision Tokens
by: Guo, Yangyang, et al.
Published: (2023)
by: Guo, Yangyang, et al.
Published: (2023)
STAR: Skeleton-aware Text-based 4D Avatar Generation with In-Network Motion Retargeting
by: Chai, Zenghao, et al.
Published: (2024)
by: Chai, Zenghao, et al.
Published: (2024)
Object-Centric Framework for Video Moment Retrieval
by: Li, Zongyao, et al.
Published: (2025)
by: Li, Zongyao, et al.
Published: (2025)
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation
by: Luo, Ziyang, et al.
Published: (2024)
by: Luo, Ziyang, et al.
Published: (2024)
Finetuning Text-to-Image Diffusion Models for Fairness
by: Shen, Xudong, et al.
Published: (2023)
by: Shen, Xudong, et al.
Published: (2023)
Learning to Predict Gradients for Semi-Supervised Continual Learning
by: Luo, Yan, et al.
Published: (2022)
by: Luo, Yan, et al.
Published: (2022)
SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency
by: Guo, Yangyang, et al.
Published: (2024)
by: Guo, Yangyang, et al.
Published: (2024)
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent)
by: Yang, Zongxin, et al.
Published: (2024)
by: Yang, Zongxin, et al.
Published: (2024)
MimiCAT: Mimic with Correspondence-Aware Cascade-Transformer for Category-Free 3D Pose Transfer
by: Chai, Zenghao, et al.
Published: (2025)
by: Chai, Zenghao, et al.
Published: (2025)
Video Understanding with Large Language Models: A Survey
by: Tang, Yolo Y., et al.
Published: (2023)
by: Tang, Yolo Y., et al.
Published: (2023)
Can Video LLMs Refuse to Answer? Alignment for Answerability in Video Large Language Models
by: Yoon, Eunseop, et al.
Published: (2025)
by: Yoon, Eunseop, et al.
Published: (2025)
ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models
by: Zhang, Yongheng, et al.
Published: (2025)
by: Zhang, Yongheng, et al.
Published: (2025)
Text-Scene: A Scene-to-Language Parsing Framework for 3D Scene Understanding
by: Li, Haoyuan, et al.
Published: (2025)
by: Li, Haoyuan, et al.
Published: (2025)
Realizing Video Summarization from the Path of Language-based Semantic Understanding
by: Mu, Kuan-Chen, et al.
Published: (2024)
by: Mu, Kuan-Chen, et al.
Published: (2024)
Exploring the Role of Explicit Temporal Modeling in Multimodal Large Language Models for Video Understanding
by: Li, Yun, et al.
Published: (2025)
by: Li, Yun, et al.
Published: (2025)
Prompt-Aware Adapter: Towards Learning Adaptive Visual Tokens for Multimodal Large Language Models
by: Zhang, Yue, et al.
Published: (2024)
by: Zhang, Yue, et al.
Published: (2024)
On Pre-training of Multimodal Language Models Customized for Chart Understanding
by: Fan, Wan-Cyuan, et al.
Published: (2024)
by: Fan, Wan-Cyuan, et al.
Published: (2024)
Visually Guided Generative Text-Layout Pre-training for Document Intelligence
by: Mao, Zhiming, et al.
Published: (2024)
by: Mao, Zhiming, et al.
Published: (2024)
Enhancing HOI Detection with Contextual Cues from Large Vision-Language Models
by: Zhan, Yu-Wei, et al.
Published: (2023)
by: Zhan, Yu-Wei, et al.
Published: (2023)
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
by: Wang, Wenhao, et al.
Published: (2024)
by: Wang, Wenhao, et al.
Published: (2024)
VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing
by: Yang, Xiangpeng, et al.
Published: (2025)
by: Yang, Xiangpeng, et al.
Published: (2025)
Let's Reward Step-by-Step: Step-Aware Contrastive Alignment for Vision-Language Navigation in Continuous Environments
by: Li, Haoyuan, et al.
Published: (2026)
by: Li, Haoyuan, et al.
Published: (2026)
PUMGPT: A Large Vision-Language Model for Product Understanding
by: Xue, Wei, et al.
Published: (2023)
by: Xue, Wei, et al.
Published: (2023)
An Explainable Biomedical Foundation Model via Large-Scale Concept-Enhanced Vision-Language Pre-training
by: Nie, Yuxiang, et al.
Published: (2025)
by: Nie, Yuxiang, et al.
Published: (2025)
Generalizable Entity Grounding via Assistance of Large Language Model
by: Qi, Lu, et al.
Published: (2024)
by: Qi, Lu, et al.
Published: (2024)
FineLIP: Extending CLIP's Reach via Fine-Grained Alignment with Longer Text Inputs
by: Asokan, Mothilal, et al.
Published: (2025)
by: Asokan, Mothilal, et al.
Published: (2025)
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization
by: Jin, Yang, et al.
Published: (2024)
by: Jin, Yang, et al.
Published: (2024)
VividDreamer: Invariant Score Distillation For Hyper-Realistic Text-to-3D Generation
by: Zhuo, Wenjie, et al.
Published: (2024)
by: Zhuo, Wenjie, et al.
Published: (2024)
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment
by: Li, Lei, et al.
Published: (2024)
by: Li, Lei, et al.
Published: (2024)
Video-Text Dataset Construction from Multi-AI Feedback: Promoting Weak-to-Strong Preference Learning for Video Large Language Models
by: Yi, Hao, et al.
Published: (2024)
by: Yi, Hao, et al.
Published: (2024)
VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception of Geometric Information
by: Kamoi, Ryo, et al.
Published: (2024)
by: Kamoi, Ryo, et al.
Published: (2024)
Bridging the Missing-Modality Gap: Improving Text-Only Calibration of Vision Language Models
by: Kim, Mingyeong, et al.
Published: (2026)
by: Kim, Mingyeong, et al.
Published: (2026)
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)
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling
by: Xu, Jiaqi, et al.
Published: (2023)
by: Xu, Jiaqi, et al.
Published: (2023)
VidLA: Video-Language Alignment at Scale
by: Rizve, Mamshad Nayeem, et al.
Published: (2024)
by: Rizve, Mamshad Nayeem, et al.
Published: (2024)
In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding
by: Fan, Wan-Cyuan, et al.
Published: (2025)
by: Fan, Wan-Cyuan, et al.
Published: (2025)
READ: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling
by: Nguyen, Thong, et al.
Published: (2023)
by: Nguyen, Thong, et al.
Published: (2023)
Joint Vision-Language Social Bias Removal for CLIP
by: Zhang, Haoyu, et al.
Published: (2024)
by: Zhang, Haoyu, et al.
Published: (2024)
EVA: Zero-shot Accurate Attributes and Multi-Object Video Editing
by: Yang, Xiangpeng, et al.
Published: (2024)
by: Yang, Xiangpeng, et al.
Published: (2024)
Similar Items
-
Translution: Unifying Self-attention and Convolution for Adaptive and Relative Modeling
by: Fan, Hehe, et al.
Published: (2025) -
ELIP: Efficient Discriminative Language-Image Pre-training with Fewer Vision Tokens
by: Guo, Yangyang, et al.
Published: (2023) -
STAR: Skeleton-aware Text-based 4D Avatar Generation with In-Network Motion Retargeting
by: Chai, Zenghao, et al.
Published: (2024) -
Object-Centric Framework for Video Moment Retrieval
by: Li, Zongyao, et al.
Published: (2025) -
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation
by: Luo, Ziyang, et al.
Published: (2024)