Revisiting Generalization Power of a DNN in Terms of Symbolic Interactions
Fuente:
arXiv
Saved in:
| Main Authors: | Cheng, Lei, Zhang, Junpeng, Ren, Qihan, Zhang, Quanshi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards the Dynamics of a DNN Learning Symbolic Interactions
by: Ren, Qihan, et al.
Published: (2024)
by: Ren, Qihan, et al.
Published: (2024)
Technical Report: Quantifying and Analyzing the Generalization Power of a DNN
by: He, Yuxuan, et al.
Published: (2025)
by: He, Yuxuan, et al.
Published: (2025)
Randomness of Low-Layer Parameters Determines Confusing Samples in Terms of Interaction Representations of a DNN
by: Zhang, Junpeng, et al.
Published: (2025)
by: Zhang, Junpeng, et al.
Published: (2025)
Two-Phase Dynamics of Interactions Explains the Starting Point of a DNN Learning Over-Fitted Features
by: Zhang, Junpeng, et al.
Published: (2024)
by: Zhang, Junpeng, et al.
Published: (2024)
Where We Have Arrived in Proving the Emergence of Sparse Symbolic Concepts in AI Models
by: Ren, Qihan, et al.
Published: (2023)
by: Ren, Qihan, et al.
Published: (2023)
Explaining Generalization Power of a DNN Using Interactive Concepts
by: Zhou, Huilin, et al.
Published: (2023)
by: Zhou, Huilin, et al.
Published: (2023)
Does a Neural Network Really Encode Symbolic Concepts?
by: Li, Mingjie, et al.
Published: (2023)
by: Li, Mingjie, et al.
Published: (2023)
Evaluating the Correctness of Inference Patterns Used by LLMs for Judgment
by: Chen, Lu, et al.
Published: (2024)
by: Chen, Lu, et al.
Published: (2024)
Layerwise Change of Knowledge in Neural Networks
by: Cheng, Xu, et al.
Published: (2024)
by: Cheng, Xu, et al.
Published: (2024)
Technical Note: Defining and Quantifying AND-OR Interactions for Faithful and Concise Explanation of DNNs
by: Li, Mingjie, et al.
Published: (2023)
by: Li, Mingjie, et al.
Published: (2023)
Towards the Resistance of Neural Network Watermarking to Fine-tuning
by: Tang, Ling, et al.
Published: (2025)
by: Tang, Ling, et al.
Published: (2025)
Disentangling Regional Primitives for Image Generation
by: Chen, Zhengting, et al.
Published: (2024)
by: Chen, Zhengting, et al.
Published: (2024)
Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs
by: Lou, Siyu, et al.
Published: (2024)
by: Lou, Siyu, et al.
Published: (2024)
Towards Attributions of Input Variables in a Coalition
by: Zheng, Xinhao, et al.
Published: (2023)
by: Zheng, Xinhao, et al.
Published: (2023)
Developing Lightweight DNN Models With Limited Data For Real-Time Sign Language Recognition
by: Nikitin, Nikita, et al.
Published: (2025)
by: Nikitin, Nikita, et al.
Published: (2025)
Defining and Extracting generalizable interaction primitives from DNNs
by: Chen, Lu, et al.
Published: (2024)
by: Chen, Lu, et al.
Published: (2024)
Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining
by: Xiong, Weimin, et al.
Published: (2026)
by: Xiong, Weimin, et al.
Published: (2026)
Vision Mamba: A Comprehensive Survey and Taxonomy
by: Liu, Xiao, et al.
Published: (2024)
by: Liu, Xiao, et al.
Published: (2024)
Cross-modal RAG: Sub-dimensional Text-to-Image Retrieval-Augmented Generation
by: Zhu, Mengdan, et al.
Published: (2025)
by: Zhu, Mengdan, et al.
Published: (2025)
Can Large Language Models Understand Symbolic Graphics Programs?
by: Qiu, Zeju, et al.
Published: (2024)
by: Qiu, Zeju, et al.
Published: (2024)
PAN: A World Model for General, Interactable, and Long-Horizon World Simulation
by: PAN Team, et al.
Published: (2025)
by: PAN Team, et al.
Published: (2025)
Neuro-Symbolic Concepts
by: Mao, Jiayuan, et al.
Published: (2025)
by: Mao, Jiayuan, et al.
Published: (2025)
Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding
by: Sun, Shenghuan, et al.
Published: (2024)
by: Sun, Shenghuan, et al.
Published: (2024)
TimeWarp: Evaluating Web Agents by Revisiting the Past
by: Ishmam, Md Farhan, et al.
Published: (2026)
by: Ishmam, Md Farhan, et al.
Published: (2026)
MAGIC: Achieving Superior Model Merging via Magnitude Calibration
by: Li, Yayuan, et al.
Published: (2025)
by: Li, Yayuan, et al.
Published: (2025)
Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance
by: Park, Dongmin, et al.
Published: (2024)
by: Park, Dongmin, et al.
Published: (2024)
Generative Emotion Cause Explanation in Multimodal Conversations
by: Wang, Lin, et al.
Published: (2024)
by: Wang, Lin, et al.
Published: (2024)
AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security
by: Liu, Dongrui, et al.
Published: (2026)
by: Liu, Dongrui, et al.
Published: (2026)
HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction
by: Guo, Zhengrui, et al.
Published: (2024)
by: Guo, Zhengrui, et al.
Published: (2024)
Divide & Bind Your Attention for Improved Generative Semantic Nursing
by: Li, Yumeng, et al.
Published: (2023)
by: Li, Yumeng, et al.
Published: (2023)
Retrospective Learning from Interactions
by: Chen, Zizhao, et al.
Published: (2024)
by: Chen, Zizhao, et al.
Published: (2024)
3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
by: Hu, Wenbo, et al.
Published: (2025)
by: Hu, Wenbo, et al.
Published: (2025)
GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery
by: Wang, Enguang, et al.
Published: (2024)
by: Wang, Enguang, et al.
Published: (2024)
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation
by: Zhang, Yuhui, et al.
Published: (2023)
by: Zhang, Yuhui, et al.
Published: (2023)
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)
A General and Efficient Training for Transformer via Token Expansion
by: Huang, Wenxuan, et al.
Published: (2024)
by: Huang, Wenxuan, et al.
Published: (2024)
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging
by: Cai, Zhenyang, et al.
Published: (2024)
by: Cai, Zhenyang, et al.
Published: (2024)
Diving into Self-Evolving Training for Multimodal Reasoning
by: Liu, Wei, et al.
Published: (2024)
by: Liu, Wei, et al.
Published: (2024)
Vision-Language Models Can Self-Improve Reasoning via Reflection
by: Cheng, Kanzhi, et al.
Published: (2024)
by: Cheng, Kanzhi, et al.
Published: (2024)
T2VTextBench: A Human Evaluation Benchmark for Textual Control in Video Generation Models
by: Guo, Xuyang, et al.
Published: (2025)
by: Guo, Xuyang, et al.
Published: (2025)
Similar Items
-
Towards the Dynamics of a DNN Learning Symbolic Interactions
by: Ren, Qihan, et al.
Published: (2024) -
Technical Report: Quantifying and Analyzing the Generalization Power of a DNN
by: He, Yuxuan, et al.
Published: (2025) -
Randomness of Low-Layer Parameters Determines Confusing Samples in Terms of Interaction Representations of a DNN
by: Zhang, Junpeng, et al.
Published: (2025) -
Two-Phase Dynamics of Interactions Explains the Starting Point of a DNN Learning Over-Fitted Features
by: Zhang, Junpeng, et al.
Published: (2024) -
Where We Have Arrived in Proving the Emergence of Sparse Symbolic Concepts in AI Models
by: Ren, Qihan, et al.
Published: (2023)