Towards Neuro-Symbolic Video Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Choi, Minkyu, Goel, Harsh, Omama, Mohammad, Yang, Yunhao, Shah, Sahil, Chinchali, Sandeep |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification
by: Sharan, S P, et al.
Published: (2024)
by: Sharan, S P, et al.
Published: (2024)
We'll Fix it in Post: Improving Text-to-Video Generation with Neuro-Symbolic Feedback
by: Choi, Minkyu, et al.
Published: (2025)
by: Choi, Minkyu, et al.
Published: (2025)
NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning
by: Shah, Sahil, et al.
Published: (2025)
by: Shah, Sahil, et al.
Published: (2025)
ObjectAlign: Neuro-Symbolic Object Consistency Verification and Correction
by: Munir, Mustafa, et al.
Published: (2025)
by: Munir, Mustafa, et al.
Published: (2025)
LE-NeuS: Latency-Efficient Neuro-Symbolic Video Understanding via Adaptive Temporal Verification
by: Liang, Shawn, et al.
Published: (2026)
by: Liang, Shawn, et al.
Published: (2026)
A Challenge to Build Neuro-Symbolic Video Agents
by: Shah, Sahil, et al.
Published: (2025)
by: Shah, Sahil, et al.
Published: (2025)
SSR: A Generic Framework for Text-Aided Map Compression for Localization
by: Omama, Mohammad, et al.
Published: (2026)
by: Omama, Mohammad, et al.
Published: (2026)
Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction
by: Li, Po-han, et al.
Published: (2024)
by: Li, Po-han, et al.
Published: (2024)
NEURO-GUARD: Neuro-Symbolic Generalization and Unbiased Adaptive Routing for Diagnostics -- Explainable Medical AI
by: Urooj, Midhat, et al.
Published: (2025)
by: Urooj, Midhat, et al.
Published: (2025)
Real-Time Privacy Preservation for Robot Visual Perception
by: Choi, Minkyu, et al.
Published: (2025)
by: Choi, Minkyu, et al.
Published: (2025)
Single Domain Generalization in Diabetic Retinopathy: A Neuro-Symbolic Learning Approach
by: Urooj, Midhat, et al.
Published: (2025)
by: Urooj, Midhat, et al.
Published: (2025)
ViSIL: Unified Evaluation of Information Loss in Multimodal Video Captioning
by: Li, Po-han, et al.
Published: (2026)
by: Li, Po-han, et al.
Published: (2026)
SynDiff-AD: Improving Semantic Segmentation and End-to-End Autonomous Driving with Synthetic Data from Latent Diffusion Models
by: Goel, Harsh, et al.
Published: (2024)
by: Goel, Harsh, et al.
Published: (2024)
XAI-MeD: Explainable Knowledge Guided Neuro-Symbolic Framework for Domain Generalization and Rare Class Detection in Medical Imaging
by: Urooj, Midhat, et al.
Published: (2026)
by: Urooj, Midhat, et al.
Published: (2026)
PhonemeFake: Redefining Deepfake Realism with Language-Driven Segmental Manipulation and Adaptive Bilevel Detection
by: Baser, Oguzhan, et al.
Published: (2025)
by: Baser, Oguzhan, et al.
Published: (2025)
Towards Data-and Knowledge-Driven Artificial Intelligence: A Survey on Neuro-Symbolic Computing
by: Wang, Wenguan, et al.
Published: (2022)
by: Wang, Wenguan, et al.
Published: (2022)
ViLLa: A Neuro-Symbolic approach for Animal Monitoring
by: Koduri, Harsha
Published: (2025)
by: Koduri, Harsha
Published: (2025)
LazyVLM: Neuro-Symbolic Approach to Video Analytics
by: Jian, Xiangru, et al.
Published: (2025)
by: Jian, Xiangru, et al.
Published: (2025)
VIRO: Robust and Efficient Neuro-Symbolic Reasoning with Verification for Referring Expression Comprehension
by: Park, Hyejin, et al.
Published: (2026)
by: Park, Hyejin, et al.
Published: (2026)
Distilling Neuro-Symbolic Programs into 3D Multi-modal LLMs
by: Mo, Wentao, et al.
Published: (2026)
by: Mo, Wentao, et al.
Published: (2026)
InstrAct: Towards Action-Centric Understanding in Instructional Videos
by: Yang, Zhuoyi, et al.
Published: (2026)
by: Yang, Zhuoyi, et al.
Published: (2026)
Neuro-Symbolic Concepts
by: Mao, Jiayuan, et al.
Published: (2025)
by: Mao, Jiayuan, et al.
Published: (2025)
CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features
by: Li, Po-han, et al.
Published: (2024)
by: Li, Po-han, et al.
Published: (2024)
Artemis: Towards Referential Understanding in Complex Videos
by: Qiu, Jihao, et al.
Published: (2024)
by: Qiu, Jihao, et al.
Published: (2024)
Improving Interpretability and Accuracy in Neuro-Symbolic Rule Extraction Using Class-Specific Sparse Filters
by: Padalkar, Parth, et al.
Published: (2025)
by: Padalkar, Parth, et al.
Published: (2025)
VEU-Bench: Towards Comprehensive Understanding of Video Editing
by: Li, Bozheng, et al.
Published: (2025)
by: Li, Bozheng, et al.
Published: (2025)
MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs
by: Peng, Tianhao, et al.
Published: (2025)
by: Peng, Tianhao, et al.
Published: (2025)
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis
by: Fadaei, Amir Hosein, et al.
Published: (2025)
by: Fadaei, Amir Hosein, et al.
Published: (2025)
QYOLO: Lightweight Object Detection via Quantum Inspired Shared Channel Mixing
by: Mittal, Garvit Kumar, et al.
Published: (2026)
by: Mittal, Garvit Kumar, et al.
Published: (2026)
M-LLM Based Video Frame Selection for Efficient Video Understanding
by: Hu, Kai, et al.
Published: (2025)
by: Hu, Kai, et al.
Published: (2025)
USV: Towards Understanding the User-generated Short-form Videos
by: Cheng, Haoyue, et al.
Published: (2026)
by: Cheng, Haoyue, et al.
Published: (2026)
Can VLMs Reason Robustly? A Neuro-Symbolic Investigation
by: Chen, Weixin, et al.
Published: (2026)
by: Chen, Weixin, et al.
Published: (2026)
Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding
by: Ma, Ke, et al.
Published: (2026)
by: Ma, Ke, et al.
Published: (2026)
TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding
by: Ku, Max, et al.
Published: (2025)
by: Ku, Max, et al.
Published: (2025)
VCA: Video Curious Agent for Long Video Understanding
by: Yang, Zeyuan, et al.
Published: (2024)
by: Yang, Zeyuan, et al.
Published: (2024)
Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset Generation
by: Savazzi, Giacomo, et al.
Published: (2025)
by: Savazzi, Giacomo, et al.
Published: (2025)
Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification
by: Qin, Minghao, et al.
Published: (2025)
by: Qin, Minghao, et al.
Published: (2025)
A Multi-Modal Neuro-Symbolic Approach for Spatial Reasoning-Based Visual Grounding in Robotics
by: Jahangard, Simindokht, et al.
Published: (2025)
by: Jahangard, Simindokht, et al.
Published: (2025)
Robot-Enabled Machine Learning-Based Diagnosis of Gastric Cancer Polyps Using Partial Surface Tactile Imaging
by: Kapuria, Siddhartha, et al.
Published: (2024)
by: Kapuria, Siddhartha, et al.
Published: (2024)
Towards Understanding Unsafe Video Generation
by: Pang, Yan, et al.
Published: (2024)
by: Pang, Yan, et al.
Published: (2024)
Similar Items
-
Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification
by: Sharan, S P, et al.
Published: (2024) -
We'll Fix it in Post: Improving Text-to-Video Generation with Neuro-Symbolic Feedback
by: Choi, Minkyu, et al.
Published: (2025) -
NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning
by: Shah, Sahil, et al.
Published: (2025) -
ObjectAlign: Neuro-Symbolic Object Consistency Verification and Correction
by: Munir, Mustafa, et al.
Published: (2025) -
LE-NeuS: Latency-Efficient Neuro-Symbolic Video Understanding via Adaptive Temporal Verification
by: Liang, Shawn, et al.
Published: (2026)