Bridging Vision and Language: Modeling Causality and Temporality in Video Narratives
Fuente:
arXiv
Saved in:
| Main Authors: | Park, Ji-jun, Choi, Soo-joon |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative
by: Nadeem, Asmar, et al.
Published: (2024)
by: Nadeem, Asmar, et al.
Published: (2024)
LLMs for Enhanced Agricultural Meteorological Recommendations
by: Park, Ji-jun, et al.
Published: (2024)
by: Park, Ji-jun, et al.
Published: (2024)
Harnessing Generative LLMs for Enhanced Financial Event Entity Extraction Performance
by: Choi, Soo-joon, et al.
Published: (2025)
by: Choi, Soo-joon, et al.
Published: (2025)
Open-ended Hierarchical Streaming Video Understanding with Vision Language Models
by: Kang, Hyolim, et al.
Published: (2025)
by: Kang, Hyolim, et al.
Published: (2025)
Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval
by: Ko, Dohwan, et al.
Published: (2025)
by: Ko, Dohwan, et al.
Published: (2025)
CauCLIP: Bridging the Sim-to-Real Gap in Surgical Video Understanding via Causality-Inspired Vision-Language Modeling
by: He, Yuxin, et al.
Published: (2026)
by: He, Yuxin, et al.
Published: (2026)
Causality Matters: How Temporal Information Emerges in Video Language Models
by: Shi, Yumeng, et al.
Published: (2025)
by: Shi, Yumeng, et al.
Published: (2025)
Temporal Contrastive Learning for Video Temporal Reasoning in Large Vision-Language Models
by: Souza, Rafael, et al.
Published: (2024)
by: Souza, Rafael, et al.
Published: (2024)
Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images
by: Jin, In-Hwan, et al.
Published: (2025)
by: Jin, In-Hwan, et al.
Published: (2025)
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models
by: Kim, Joowon, et al.
Published: (2026)
by: Kim, Joowon, et al.
Published: (2026)
Temporal-Oriented Recipe for Transferring Large Vision-Language Model to Video Understanding
by: Nguyen, Thong, et al.
Published: (2025)
by: Nguyen, Thong, et al.
Published: (2025)
MedicalNarratives: Connecting Medical Vision and Language with Localized Narratives
by: Ikezogwo, Wisdom O., et al.
Published: (2025)
by: Ikezogwo, Wisdom O., et al.
Published: (2025)
ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos
by: Hannan, Tanveer, et al.
Published: (2024)
by: Hannan, Tanveer, et al.
Published: (2024)
TRACE: Temporal Grounding Video LLM via Causal Event Modeling
by: Guo, Yongxin, et al.
Published: (2024)
by: Guo, Yongxin, et al.
Published: (2024)
Bridging Hidden States in Vision-Language Models
by: Fein-Ashley, Benjamin, et al.
Published: (2025)
by: Fein-Ashley, Benjamin, et al.
Published: (2025)
VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary
by: Lin, Kevin Qinghong, et al.
Published: (2025)
by: Lin, Kevin Qinghong, et al.
Published: (2025)
Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action Localization
by: Lim, Geuntaek, et al.
Published: (2024)
by: Lim, Geuntaek, et al.
Published: (2024)
Harnessing Vision-Language Pretrained Models with Temporal-Aware Adaptation for Referring Video Object Segmentation
by: Zhou, Zikun, et al.
Published: (2024)
by: Zhou, Zikun, et al.
Published: (2024)
Bridging Vision and Language Spaces with Assignment Prediction
by: Park, Jungin, et al.
Published: (2024)
by: Park, Jungin, et al.
Published: (2024)
CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives
by: Meng, Yihao, et al.
Published: (2026)
by: Meng, Yihao, et al.
Published: (2026)
CELLO: Causal Evaluation of Large Vision-Language Models
by: Chen, Meiqi, et al.
Published: (2024)
by: Chen, Meiqi, et al.
Published: (2024)
An Approach to Enriching Surgical Video Datasets for Fine-Grained Spatial-Temporal Understanding of Vision-Language Models
by: Maack, Lennart, et al.
Published: (2026)
by: Maack, Lennart, et al.
Published: (2026)
SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation
by: Du, Hao, et al.
Published: (2025)
by: Du, Hao, et al.
Published: (2025)
Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge
by: Wang, Yuxuan, et al.
Published: (2024)
by: Wang, Yuxuan, et al.
Published: (2024)
Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions
by: Hur, Chan, et al.
Published: (2025)
by: Hur, Chan, et al.
Published: (2025)
Learning Invariant Causal Mechanism from Vision-Language Models
by: Song, Zeen, et al.
Published: (2024)
by: Song, Zeen, et al.
Published: (2024)
Multi-Context Temporal Consistent Modeling for Referring Video Object Segmentation
by: Choi, Sun-Hyuk, et al.
Published: (2025)
by: Choi, Sun-Hyuk, et al.
Published: (2025)
On the Consistency of Video Large Language Models in Temporal Comprehension
by: Jung, Minjoon, et al.
Published: (2024)
by: Jung, Minjoon, et al.
Published: (2024)
Distilling Vision-Language Models on Millions of Videos
by: Zhao, Yue, et al.
Published: (2024)
by: Zhao, Yue, et al.
Published: (2024)
JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts
by: Son, Taein, et al.
Published: (2024)
by: Son, Taein, et al.
Published: (2024)
WaterWave: Bridging Underwater Image Enhancement into Video Streams via Wavelet-based Temporal Consistency Field
by: Zhu, Qi, et al.
Published: (2025)
by: Zhu, Qi, et al.
Published: (2025)
Bridging the Domain Gap for Flight-Ready Spaceborne Vision
by: Park, Tae Ha, et al.
Published: (2024)
by: Park, Tae Ha, et al.
Published: (2024)
When Sinks Help or Hurt: Unified Framework for Attention Sink in Large Vision-Language Models
by: Choi, Jiho, et al.
Published: (2026)
by: Choi, Jiho, et al.
Published: (2026)
VT-LVLM-AR: A Video-Temporal Large Vision-Language Model Adapter for Fine-Grained Action Recognition in Long-Term Videos
by: Li, Kaining, et al.
Published: (2025)
by: Li, Kaining, et al.
Published: (2025)
VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning
by: Lee, Ji Soo, et al.
Published: (2025)
by: Lee, Ji Soo, et al.
Published: (2025)
Bridging Time and Space: Decoupled Spatio-Temporal Alignment for Video Grounding
by: Tu, Xuezhen, et al.
Published: (2026)
by: Tu, Xuezhen, et al.
Published: (2026)
VideoMamba: Spatio-Temporal Selective State Space Model
by: Park, Jinyoung, et al.
Published: (2024)
by: Park, Jinyoung, et al.
Published: (2024)
Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation
by: Zhao, Shihao, et al.
Published: (2024)
by: Zhao, Shihao, et al.
Published: (2024)
PolarVLM: Bridging the Semantic-Physical Gap in Vision-Language Models
by: Li, Yuliang, et al.
Published: (2026)
by: Li, Yuliang, et al.
Published: (2026)
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)
Similar Items
-
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative
by: Nadeem, Asmar, et al.
Published: (2024) -
LLMs for Enhanced Agricultural Meteorological Recommendations
by: Park, Ji-jun, et al.
Published: (2024) -
Harnessing Generative LLMs for Enhanced Financial Event Entity Extraction Performance
by: Choi, Soo-joon, et al.
Published: (2025) -
Open-ended Hierarchical Streaming Video Understanding with Vision Language Models
by: Kang, Hyolim, et al.
Published: (2025) -
Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval
by: Ko, Dohwan, et al.
Published: (2025)