A Survey of Deep Learning for Geometry Problem Solving
Fuente:
arXiv
Saved in:
| Main Authors: | Ma, Jianzhe, Wang, Wenxuan, Jin, Qin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering
by: Xu, Yichen, et al.
Published: (2025)
by: Xu, Yichen, et al.
Published: (2025)
Efficiently Integrate Large Language Models with Visual Perception: A Survey from the Training Paradigm Perspective
by: Ma, Xiaorui, et al.
Published: (2025)
by: Ma, Xiaorui, et al.
Published: (2025)
Deep Delta Learning
by: Zhang, Yifan, et al.
Published: (2026)
by: Zhang, Yifan, et al.
Published: (2026)
Visual Question Decomposition on Multimodal Large Language Models
by: Zhang, Haowei, et al.
Published: (2024)
by: Zhang, Haowei, et al.
Published: (2024)
On the Geometry of Deep Learning
by: Balestriero, Randall, et al.
Published: (2024)
by: Balestriero, Randall, et al.
Published: (2024)
Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
by: Jin, Pengfei, et al.
Published: (2024)
by: Jin, Pengfei, et al.
Published: (2024)
Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications
by: Wang, Wenxuan, et al.
Published: (2025)
by: Wang, Wenxuan, et al.
Published: (2025)
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models
by: Zeng, Yu, et al.
Published: (2026)
by: Zeng, Yu, et al.
Published: (2026)
A Survey of Reasoning with Foundation Models
by: Sun, Jiankai, et al.
Published: (2023)
by: Sun, Jiankai, et al.
Published: (2023)
A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations
by: Lan, Tian, et al.
Published: (2025)
by: Lan, Tian, et al.
Published: (2025)
RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models
by: Khaki, Saeed, et al.
Published: (2024)
by: Khaki, Saeed, et al.
Published: (2024)
Grounding and Evaluation for Large Language Models: Practical Challenges and Lessons Learned (Survey)
by: Kenthapadi, Krishnaram, et al.
Published: (2024)
by: Kenthapadi, Krishnaram, et al.
Published: (2024)
mDPO: Conditional Preference Optimization for Multimodal Large Language Models
by: Wang, Fei, et al.
Published: (2024)
by: Wang, Fei, et al.
Published: (2024)
A Survey on Multimodal Large Language Models
by: Yin, Shukang, et al.
Published: (2023)
by: Yin, Shukang, et al.
Published: (2023)
Vision Mamba: A Comprehensive Survey and Taxonomy
by: Liu, Xiao, et al.
Published: (2024)
by: Liu, Xiao, et al.
Published: (2024)
Multimodal Information Fusion for Chart Understanding: A Survey of MLLMs -- Evolution, Limitations, and Cognitive Enhancement
by: Yi, Zhihang, et al.
Published: (2026)
by: Yi, Zhihang, et al.
Published: (2026)
OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
by: Hu, Xueyu, et al.
Published: (2025)
by: Hu, Xueyu, et al.
Published: (2025)
Semantic-Clipping: Efficient Vision-Language Modeling with Semantic-Guidedd Visual Selection
by: Li, Bangzheng, et al.
Published: (2025)
by: Li, Bangzheng, et al.
Published: (2025)
A General and Efficient Training for Transformer via Token Expansion
by: Huang, Wenxuan, et al.
Published: (2024)
by: Huang, Wenxuan, et al.
Published: (2024)
State Space Model for New-Generation Network Alternative to Transformers: A Survey
by: Wang, Xiao, et al.
Published: (2024)
by: Wang, Xiao, et al.
Published: (2024)
Mamba in Vision: A Comprehensive Survey of Techniques and Applications
by: Rahman, Md Maklachur, et al.
Published: (2024)
by: Rahman, Md Maklachur, et al.
Published: (2024)
DynaSolidGeo: A Dynamic Benchmark for Genuine Spatial Mathematical Reasoning of VLMs in Solid Geometry
by: Wu, Changti, et al.
Published: (2025)
by: Wu, Changti, et al.
Published: (2025)
Deep Learning-Based Digitization of Overlapping ECG Images with Open-Source Python Code
by: Karbasi, Reza, et al.
Published: (2025)
by: Karbasi, Reza, et al.
Published: (2025)
Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models
by: Chen, Wenting, et al.
Published: (2025)
by: Chen, Wenting, et al.
Published: (2025)
Understanding Space Is Rocket Science -- Only Top Reasoning Models Can Solve Spatial Understanding Tasks
by: Hoehing, Nils, et al.
Published: (2025)
by: Hoehing, Nils, et al.
Published: (2025)
Deep Multimodal Learning with Missing Modality: A Survey
by: Wu, Renjie, et al.
Published: (2024)
by: Wu, Renjie, et al.
Published: (2024)
Prompt-Driven Contrastive Learning for Transferable Adversarial Attacks
by: Yang, Hunmin, et al.
Published: (2024)
by: Yang, Hunmin, et al.
Published: (2024)
Small Vision-Language Models: A Survey on Compact Architectures and Techniques
by: Patnaik, Nitesh, et al.
Published: (2025)
by: Patnaik, Nitesh, et al.
Published: (2025)
Integrating Medical Imaging and Clinical Reports Using Multimodal Deep Learning for Advanced Disease Analysis
by: Yao, Ziyan, et al.
Published: (2024)
by: Yao, Ziyan, et al.
Published: (2024)
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning
by: Wang, Zhenyi, et al.
Published: (2023)
by: Wang, Zhenyi, et al.
Published: (2023)
Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model Eras
by: Yu, Jun, et al.
Published: (2024)
by: Yu, Jun, et al.
Published: (2024)
RDP LoRA: Geometry-Driven Identification for Parameter-Efficient Adaptation in Large Language Models
by: Çelebi, Yusuf, et al.
Published: (2026)
by: Çelebi, Yusuf, et al.
Published: (2026)
Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey
by: Cho, Seunghyuk, et al.
Published: (2025)
by: Cho, Seunghyuk, et al.
Published: (2025)
Real Deep Research for AI, Robotics and Beyond
by: Zou, Xueyan, et al.
Published: (2025)
by: Zou, Xueyan, et al.
Published: (2025)
EACO: Enhancing Alignment in Multimodal LLMs via Critical Observation
by: Wang, Yongxin, et al.
Published: (2024)
by: Wang, Yongxin, et al.
Published: (2024)
Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification
by: Huang, Wenxuan, et al.
Published: (2024)
by: Huang, Wenxuan, et al.
Published: (2024)
Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning?
by: Chen, Shuo, et al.
Published: (2023)
by: Chen, Shuo, et al.
Published: (2023)
Voila-A: Aligning Vision-Language Models with User's Gaze Attention
by: Yan, Kun, et al.
Published: (2023)
by: Yan, Kun, et al.
Published: (2023)
Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models
by: Miyai, Atsuyuki, et al.
Published: (2024)
by: Miyai, Atsuyuki, et al.
Published: (2024)
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
by: Huang, Wenxuan, et al.
Published: (2025)
by: Huang, Wenxuan, et al.
Published: (2025)
Similar Items
-
POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering
by: Xu, Yichen, et al.
Published: (2025) -
Efficiently Integrate Large Language Models with Visual Perception: A Survey from the Training Paradigm Perspective
by: Ma, Xiaorui, et al.
Published: (2025) -
Deep Delta Learning
by: Zhang, Yifan, et al.
Published: (2026) -
Visual Question Decomposition on Multimodal Large Language Models
by: Zhang, Haowei, et al.
Published: (2024) -
On the Geometry of Deep Learning
by: Balestriero, Randall, et al.
Published: (2024)