DiffusionPID: Interpreting Diffusion via Partial Information Decomposition
Fuente:
arXiv
Saved in:
| Main Authors: | Zawar, Rushikesh, Dewan, Shaurya, Saxena, Prakanshul, Chang, Yingshan, Luo, Andrew, Bisk, Yonatan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images
by: Zawar, Rushikesh, et al.
Published: (2024)
by: Zawar, Rushikesh, et al.
Published: (2024)
Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers
by: Luo, Andrew F., et al.
Published: (2024)
by: Luo, Andrew F., et al.
Published: (2024)
VISREAS: Complex Visual Reasoning with Unanswerable Questions
by: Akter, Syeda Nahida, et al.
Published: (2024)
by: Akter, Syeda Nahida, et al.
Published: (2024)
Skews in the Phenomenon Space Hinder Generalization in Text-to-Image Generation
by: Chang, Yingshan, et al.
Published: (2024)
by: Chang, Yingshan, et al.
Published: (2024)
StyleSplat: 3D Object Style Transfer with Gaussian Splatting
by: Jain, Sahil, et al.
Published: (2024)
by: Jain, Sahil, et al.
Published: (2024)
MaterialFusion: Enhancing Inverse Rendering with Material Diffusion Priors
by: Litman, Yehonathan, et al.
Published: (2024)
by: Litman, Yehonathan, et al.
Published: (2024)
Causality $\neq$ Decodability, and Vice Versa: Lessons from Interpreting Counting ViTs
by: Huang, Lianghuan, et al.
Published: (2025)
by: Huang, Lianghuan, et al.
Published: (2025)
Fast-FoundationStereo: Real-Time Zero-Shot Stereo Matching
by: Wen, Bowen, et al.
Published: (2025)
by: Wen, Bowen, et al.
Published: (2025)
ANAVI: Audio Noise Awareness using Visuals of Indoor environments for NAVIgation
by: Jain, Vidhi, et al.
Published: (2024)
by: Jain, Vidhi, et al.
Published: (2024)
Language Models Need Inductive Biases to Count Inductively
by: Chang, Yingshan, et al.
Published: (2024)
by: Chang, Yingshan, et al.
Published: (2024)
Affordance RAG: Hierarchical Multimodal Retrieval with Affordance-Aware Embodied Memory for Mobile Manipulation
by: Korekata, Ryosuke, et al.
Published: (2025)
by: Korekata, Ryosuke, et al.
Published: (2025)
Factorized Diffusion: Perceptual Illusions by Noise Decomposition
by: Geng, Daniel, et al.
Published: (2024)
by: Geng, Daniel, et al.
Published: (2024)
PID: Physics-Informed Diffusion Model for Infrared Image Generation
by: Mao, Fangyuan, et al.
Published: (2024)
by: Mao, Fangyuan, et al.
Published: (2024)
Tuned Compositional Feature Replays for Efficient Stream Learning
by: Talbot, Morgan B., et al.
Published: (2021)
by: Talbot, Morgan B., et al.
Published: (2021)
Faster Diffusion via Temporal Attention Decomposition
by: Liu, Haozhe, et al.
Published: (2024)
by: Liu, Haozhe, et al.
Published: (2024)
REM: Evaluating LLM Embodied Spatial Reasoning through Multi-Frame Trajectories
by: Thompson, Jacob, et al.
Published: (2025)
by: Thompson, Jacob, et al.
Published: (2025)
MotIF: Motion Instruction Fine-tuning
by: Hwang, Minyoung, et al.
Published: (2024)
by: Hwang, Minyoung, et al.
Published: (2024)
Point-Based Shape Representation Generation with a Correspondence-Preserving Diffusion Model
by: Zhu, Shen, et al.
Published: (2025)
by: Zhu, Shen, et al.
Published: (2025)
Colorful Diffuse Intrinsic Image Decomposition in the Wild
by: Careaga, Chris, et al.
Published: (2024)
by: Careaga, Chris, et al.
Published: (2024)
DegustaBot: Zero-Shot Visual Preference Estimation for Personalized Multi-Object Rearrangement
by: Newman, Benjamin A., et al.
Published: (2024)
by: Newman, Benjamin A., et al.
Published: (2024)
MM-SeR: Multimodal Self-Refinement for Lightweight Image Captioning
by: Song, Junha, et al.
Published: (2025)
by: Song, Junha, et al.
Published: (2025)
Controlling Space and Time with Diffusion Models
by: Watson, Daniel, et al.
Published: (2024)
by: Watson, Daniel, et al.
Published: (2024)
SkillDiffuser: Interpretable Hierarchical Planning via Skill Abstractions in Diffusion-Based Task Execution
by: Liang, Zhixuan, et al.
Published: (2023)
by: Liang, Zhixuan, et al.
Published: (2023)
Decompositional Neural Scene Reconstruction with Generative Diffusion Prior
by: Ni, Junfeng, et al.
Published: (2025)
by: Ni, Junfeng, et al.
Published: (2025)
Self-Attention Decomposition For Training Free Diffusion Editing
by: Anand, Tharun, et al.
Published: (2025)
by: Anand, Tharun, et al.
Published: (2025)
Rethinking Self-Supervised Learning Within the Framework of Partial Information Decomposition
by: Mohamadi, Salman, et al.
Published: (2024)
by: Mohamadi, Salman, et al.
Published: (2024)
Unsupervised Discovery of Long-Term Spatiotemporal Periodic Workflows in Human Activities
by: Yang, Fan, et al.
Published: (2025)
by: Yang, Fan, et al.
Published: (2025)
High-Fidelity Digital Twins for Bridging the Sim2Real Gap in LiDAR-Based ITS Perception
by: Shahbaz, Muhammad, et al.
Published: (2025)
by: Shahbaz, Muhammad, et al.
Published: (2025)
LiGuard: A Streamlined Open-Source Framework for Rapid & Interactive Lidar Research
by: Shahbaz, Muhammad, et al.
Published: (2025)
by: Shahbaz, Muhammad, et al.
Published: (2025)
UrbanTwin: Synthetic Roadside LiDAR Datasets
by: Shahbaz, Muhammad, et al.
Published: (2025)
by: Shahbaz, Muhammad, et al.
Published: (2025)
UrbanTwin: Building High-Fidelity Digital Twins for Sim2Real LiDAR Perception and Evaluation
by: Shahbaz, Muhammad, et al.
Published: (2025)
by: Shahbaz, Muhammad, et al.
Published: (2025)
Contrastive Sequential-Diffusion Learning: Non-linear and Multi-Scene Instructional Video Synthesis
by: Ramos, Vasco, et al.
Published: (2024)
by: Ramos, Vasco, et al.
Published: (2024)
Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines
by: Toker, Michael, et al.
Published: (2024)
by: Toker, Michael, et al.
Published: (2024)
Geodesic Prototype Matching via Diffusion Maps for Interpretable Fine-Grained Recognition
by: Jia, Junhao, et al.
Published: (2025)
by: Jia, Junhao, et al.
Published: (2025)
Unified Concept Editing in Diffusion Models
by: Gandikota, Rohit, et al.
Published: (2023)
by: Gandikota, Rohit, et al.
Published: (2023)
CusConcept: Customized Visual Concept Decomposition with Diffusion Models
by: Xu, Zhi, et al.
Published: (2024)
by: Xu, Zhi, et al.
Published: (2024)
RealDeal: Enhancing Realism and Details in Brain Image Generation via Image-to-Image Diffusion Models
by: Zhu, Shen, et al.
Published: (2025)
by: Zhu, Shen, et al.
Published: (2025)
Fill in the ____ (a Diffusion-based Image Inpainting Pipeline)
by: Gebre, Eyoel, et al.
Published: (2024)
by: Gebre, Eyoel, et al.
Published: (2024)
Partially Conditioned Patch Parallelism for Accelerated Diffusion Model Inference
by: Zhang, XiuYu, et al.
Published: (2024)
by: Zhang, XiuYu, et al.
Published: (2024)
Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability
by: Shi, Yingdong, et al.
Published: (2025)
by: Shi, Yingdong, et al.
Published: (2025)
Similar Items
-
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images
by: Zawar, Rushikesh, et al.
Published: (2024) -
Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers
by: Luo, Andrew F., et al.
Published: (2024) -
VISREAS: Complex Visual Reasoning with Unanswerable Questions
by: Akter, Syeda Nahida, et al.
Published: (2024) -
Skews in the Phenomenon Space Hinder Generalization in Text-to-Image Generation
by: Chang, Yingshan, et al.
Published: (2024) -
StyleSplat: 3D Object Style Transfer with Gaussian Splatting
by: Jain, Sahil, et al.
Published: (2024)