Saved in:
| Main Authors: | Pradeep, Pavana, Kant, Krishna, Yu, Suya |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2601.11322 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Toward Guarantees for Clinical Reasoning in Vision Language Models via Formal Verification
by: Singh, Vikash, et al.
Published: (2026)
by: Singh, Vikash, et al.
Published: (2026)
Enhancing Computer Vision with Knowledge: a Rummikub Case Study
by: Vandevelde, Simon, et al.
Published: (2024)
by: Vandevelde, Simon, et al.
Published: (2024)
Enhanced Drift-Aware Computer Vision Architecture for Autonomous Driving
by: Hossain, Md Shahi Amran, et al.
Published: (2025)
by: Hossain, Md Shahi Amran, et al.
Published: (2025)
Formal Reasoning About Confidence and Automated Verification of Neural Networks
by: Afzal, Mohammad, et al.
Published: (2025)
by: Afzal, Mohammad, et al.
Published: (2025)
Concept-based Analysis of Neural Networks via Vision-Language Models
by: Mangal, Ravi, et al.
Published: (2024)
by: Mangal, Ravi, et al.
Published: (2024)
Using Formal Models, Safety Shields and Certified Control to Validate AI-Based Train Systems
by: Gruteser, Jan, et al.
Published: (2024)
by: Gruteser, Jan, et al.
Published: (2024)
Improving Fuzzy-Logic based Map-Matching Method with Trajectory Stay-Point Detection
by: Jafarlou, Minoo, et al.
Published: (2022)
by: Jafarlou, Minoo, et al.
Published: (2022)
Grounding vs. Compositionality: On the Non-Complementarity of Reasoning in Neuro-Symbolic Systems
by: Shahid, Mahnoor, et al.
Published: (2026)
by: Shahid, Mahnoor, et al.
Published: (2026)
LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision
by: Huang, Jiani, et al.
Published: (2023)
by: Huang, Jiani, et al.
Published: (2023)
Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing
by: Elboher, Yizhak, et al.
Published: (2024)
by: Elboher, Yizhak, et al.
Published: (2024)
Creating a Formally Verified Neural Network for Autonomous Navigation: An Experience Report
by: Bukhari, Syed Ali Asadullah, et al.
Published: (2024)
by: Bukhari, Syed Ali Asadullah, et al.
Published: (2024)
Network Inversion and Its Applications
by: Suhail, Pirzada, et al.
Published: (2024)
by: Suhail, Pirzada, et al.
Published: (2024)
Bridging Simplicity and Sophistication using GLinear: A Novel Architecture for Enhanced Time Series Prediction
by: Rizvi, Syed Tahir Hussain, et al.
Published: (2025)
by: Rizvi, Syed Tahir Hussain, et al.
Published: (2025)
Situational Awareness Matters in 3D Vision Language Reasoning
by: Man, Yunze, et al.
Published: (2024)
by: Man, Yunze, et al.
Published: (2024)
A Multimodal Framework for Deepfake Detection
by: Gandhi, Kashish, et al.
Published: (2024)
by: Gandhi, Kashish, et al.
Published: (2024)
Double-Stage Feature-Level Clustering-Based Mixture of Experts Framework
by: Badjie, Bakary, et al.
Published: (2025)
by: Badjie, Bakary, et al.
Published: (2025)
Equitable Access to Justice: Logical LLMs Show Promise
by: Kant, Manuj, et al.
Published: (2024)
by: Kant, Manuj, et al.
Published: (2024)
Sequent Calculi for Data-Aware Modal Logics
by: Areces, Carlos, et al.
Published: (2025)
by: Areces, Carlos, et al.
Published: (2025)
Explaining the Unseen: Multimodal Vision-Language Reasoning for Situational Awareness in Underground Mining Disasters
by: Jewel, Mizanur Rahman, et al.
Published: (2025)
by: Jewel, Mizanur Rahman, et al.
Published: (2025)
Towards Logically Sound Natural Language Reasoning with Logic-Enhanced Language Model Agents
by: Mensfelt, Agnieszka, et al.
Published: (2024)
by: Mensfelt, Agnieszka, et al.
Published: (2024)
Visual Graph Question Answering with ASP and LLMs for Language Parsing
by: Bauer, Jakob Johannes, et al.
Published: (2025)
by: Bauer, Jakob Johannes, et al.
Published: (2025)
Modal Logic for Reasoning About Uncertainty and Confusion
by: Bílková, Marta, et al.
Published: (2025)
by: Bílková, Marta, et al.
Published: (2025)
Query Answering in Lattice-based Description Logic
by: Manoorkar, Krishna, et al.
Published: (2024)
by: Manoorkar, Krishna, et al.
Published: (2024)
Correspondence and Inverse Correspondence for Input/Output Logic and Region-Based Theories of Space
by: De Domenico, Andrea, et al.
Published: (2024)
by: De Domenico, Andrea, et al.
Published: (2024)
DepthVLA: Enhancing Vision-Language-Action Models with Depth-Aware Spatial Reasoning
by: Yuan, Tianyuan, et al.
Published: (2025)
by: Yuan, Tianyuan, et al.
Published: (2025)
Hybrid Models for Natural Language Reasoning: The Case of Syllogistic Logic
by: Guzmán, Manuel Vargas, et al.
Published: (2025)
by: Guzmán, Manuel Vargas, et al.
Published: (2025)
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning
by: Kim, Geewook, et al.
Published: (2024)
by: Kim, Geewook, et al.
Published: (2024)
A Logic of Secrecy on Simplicial Models
by: Wang, Shanxia
Published: (2026)
by: Wang, Shanxia
Published: (2026)
Large Language Models Imitate Logical Reasoning, but at what Cost?
by: McGinness, Lachlan, et al.
Published: (2025)
by: McGinness, Lachlan, et al.
Published: (2025)
Empowering Large Language Models with 3D Situation Awareness
by: Yuan, Zhihao, et al.
Published: (2025)
by: Yuan, Zhihao, et al.
Published: (2025)
Probabilistic Obstruction Temporal Logic: a Probabilistic Logic to Reason about Dynamic Models
by: Leneutre, Jean, et al.
Published: (2024)
by: Leneutre, Jean, et al.
Published: (2024)
Partially Finite Model Reasoning in Description Logics Extended Version
by: Gogacz, Tomasz, et al.
Published: (2026)
by: Gogacz, Tomasz, et al.
Published: (2026)
On the Cut Elimination of Weak Intuitionistic Tense Logic
by: Wang, Yiheng, et al.
Published: (2024)
by: Wang, Yiheng, et al.
Published: (2024)
Total Outcome Logic: Unified Reasoning for a Taxonomy of Program Logics
by: Li, James, et al.
Published: (2024)
by: Li, James, et al.
Published: (2024)
Agent-Knowledge Logic for Alternative Epistemic Logic
by: Nishimura, Yuki
Published: (2024)
by: Nishimura, Yuki
Published: (2024)
Fuzzy Lattice-based Description Logic
by: Ding, Yiwen, et al.
Published: (2025)
by: Ding, Yiwen, et al.
Published: (2025)
Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning
by: Zhang, Xinglang, et al.
Published: (2026)
by: Zhang, Xinglang, et al.
Published: (2026)
LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models
by: Wan, Yuxuan, et al.
Published: (2024)
by: Wan, Yuxuan, et al.
Published: (2024)
Nested Sequents for Intermediate Logics: The Case of Gödel-Dummett Logics
by: Lyon, Tim S.
Published: (2023)
by: Lyon, Tim S.
Published: (2023)
Justification Logic for Intuitionistic Modal Logic (Extended Technical Report)
by: Marin, Sonia, et al.
Published: (2025)
by: Marin, Sonia, et al.
Published: (2025)
Similar Items
-
Toward Guarantees for Clinical Reasoning in Vision Language Models via Formal Verification
by: Singh, Vikash, et al.
Published: (2026) -
Enhancing Computer Vision with Knowledge: a Rummikub Case Study
by: Vandevelde, Simon, et al.
Published: (2024) -
Enhanced Drift-Aware Computer Vision Architecture for Autonomous Driving
by: Hossain, Md Shahi Amran, et al.
Published: (2025) -
Formal Reasoning About Confidence and Automated Verification of Neural Networks
by: Afzal, Mohammad, et al.
Published: (2025) -
Concept-based Analysis of Neural Networks via Vision-Language Models
by: Mangal, Ravi, et al.
Published: (2024)