Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Michalski, Tomasz, Wróbel, Adam, Bontempelli, Andrea, Luśtyk, Jakub, Kniejski, Mikolaj, Teso, Stefano, Passerini, Andrea, Zieliński, Bartosz, Rymarczyk, Dawid |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ProtoQuant: Quantization of Prototypical Parts For General and Fine-Grained Image Classification
by: Janusz, Mikołaj, et al.
Published: (2026)
by: Janusz, Mikołaj, et al.
Published: (2026)
ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts
by: Sacha, Mikołaj, et al.
Published: (2023)
by: Sacha, Mikołaj, et al.
Published: (2023)
OMENN: One Matrix to Explain Neural Networks
by: Wróbel, Adam, et al.
Published: (2024)
by: Wróbel, Adam, et al.
Published: (2024)
DAVE: Distribution-aware Attribution via ViT Gradient Decomposition
by: Wróbel, Adam, et al.
Published: (2026)
by: Wróbel, Adam, et al.
Published: (2026)
Hybrid Decision Making via Conformal VLM-generated Guidance
by: Banerjee, Debodeep, et al.
Published: (2026)
by: Banerjee, Debodeep, et al.
Published: (2026)
LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision
by: Pach, Mateusz, et al.
Published: (2024)
by: Pach, Mateusz, et al.
Published: (2024)
Revisiting FunnyBirds evaluation framework for prototypical parts networks
by: Opłatek, Szymon, et al.
Published: (2024)
by: Opłatek, Szymon, et al.
Published: (2024)
This looks like what? Challenges and Future Research Directions for Part-Prototype Models
by: Elhadri, Khawla, et al.
Published: (2025)
by: Elhadri, Khawla, et al.
Published: (2025)
Personalized Mental State Evaluation in Human-Robot Interaction using Federated Learning
by: Bussolan, Andrea, et al.
Published: (2025)
by: Bussolan, Andrea, et al.
Published: (2025)
Wire Your Way: Hardware-Contextualized Guidance and In-situ Tests for Personalized Circuit Prototyping
by: Lertjaturaphat, Punn, et al.
Published: (2026)
by: Lertjaturaphat, Punn, et al.
Published: (2026)
Policy Prototyping for LLMs: Pluralistic Alignment via Interactive and Collaborative Policymaking
by: Feng, K. J. Kevin, et al.
Published: (2024)
by: Feng, K. J. Kevin, et al.
Published: (2024)
Exploiting Preference Elicitation in Interactive and User-centered Algorithmic Recourse: An Initial Exploration
by: Esfahani, Seyedehdelaram, et al.
Published: (2024)
by: Esfahani, Seyedehdelaram, et al.
Published: (2024)
Effects of Personality- and Opinion-Alignment in Human-AI Interaction
by: Eder, Maximilian, et al.
Published: (2025)
by: Eder, Maximilian, et al.
Published: (2025)
Evaluating LLM-Generated Q&A Test: a Student-Centered Study
by: Wróblewska, Anna, et al.
Published: (2025)
by: Wróblewska, Anna, et al.
Published: (2025)
MedGellan: LLM-Generated Medical Guidance to Support Physicians
by: Banerjee, Debodeep, et al.
Published: (2025)
by: Banerjee, Debodeep, et al.
Published: (2025)
A Proxy-Based Method for Mapping Discrete Emotions onto VAD model
by: Wrobel, Michal R.
Published: (2025)
by: Wrobel, Michal R.
Published: (2025)
B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data
by: Proszewska, Magdalena, et al.
Published: (2025)
by: Proszewska, Magdalena, et al.
Published: (2025)
TORE: Token Recycling in Vision Transformers for Efficient Active Visual Exploration
by: Olszewski, Jan, et al.
Published: (2023)
by: Olszewski, Jan, et al.
Published: (2023)
On the Interpretability of Part-Prototype Based Classifiers: A Human Centric Analysis
by: Davoodi, Omid, et al.
Published: (2023)
by: Davoodi, Omid, et al.
Published: (2023)
CUPID: Evaluating Personalized and Contextualized Alignment of LLMs from Interactions
by: Kim, Tae Soo, et al.
Published: (2025)
by: Kim, Tae Soo, et al.
Published: (2025)
Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations
by: Debole, Nicola, et al.
Published: (2026)
by: Debole, Nicola, et al.
Published: (2026)
To Ask or Not to Ask: Learning to Require Human Feedback
by: Pugnana, Andrea, et al.
Published: (2025)
by: Pugnana, Andrea, et al.
Published: (2025)
Time Can Invalidate Algorithmic Recourse
by: De Toni, Giovanni, et al.
Published: (2024)
by: De Toni, Giovanni, et al.
Published: (2024)
Monitoring Wandering Behavior of Persons Suffering from Dementia Using BLE Based Localization System
by: Kolakowski, Marcin, et al.
Published: (2024)
by: Kolakowski, Marcin, et al.
Published: (2024)
Misty: UI Prototyping Through Interactive Conceptual Blending
by: Lu, Yuwen, et al.
Published: (2024)
by: Lu, Yuwen, et al.
Published: (2024)
ClickAgent: Enhancing UI Location Capabilities of Autonomous Agents
by: Hoscilowicz, Jakub, et al.
Published: (2024)
by: Hoscilowicz, Jakub, et al.
Published: (2024)
Look into your Heart -- Prototypes for a Speculative Design Exploration of Personal Heart Rate Visualization
by: Panda, Swaroop
Published: (2025)
by: Panda, Swaroop
Published: (2025)
MAxPrototyper: A Multi-Agent Generation System for Interactive User Interface Prototyping
by: Yuan, Mingyue, et al.
Published: (2024)
by: Yuan, Mingyue, et al.
Published: (2024)
Anchoring and Alignment: Data Factors in Part-to-Whole Visualization
by: Bailey, Connor, et al.
Published: (2025)
by: Bailey, Connor, et al.
Published: (2025)
Towards Universal Visualisation of Emotional States for Information Systems
by: Wrobel, Michal R, et al.
Published: (2026)
by: Wrobel, Michal R, et al.
Published: (2026)
Everything Counts: The Managed Omnirelevance of Speech in Human-Voice Agent Interaction
by: Rudaz, Damien, et al.
Published: (2025)
by: Rudaz, Damien, et al.
Published: (2025)
Alignment, Exploration, and Novelty in Human-AI Interaction
by: Fundal, Halfdan Nordahl, et al.
Published: (2025)
by: Fundal, Halfdan Nordahl, et al.
Published: (2025)
ProMIL: Probabilistic Multiple Instance Learning for Medical Imaging
by: Struski, Łukasz, et al.
Published: (2023)
by: Struski, Łukasz, et al.
Published: (2023)
Cost-Aware Bayesian Optimization for Prototyping Interactive Devices
by: Langerak, Thomas, et al.
Published: (2026)
by: Langerak, Thomas, et al.
Published: (2026)
XR Prototyping of Mixed Reality Visualizations: Compensating Interaction Latency for a Medical Imaging Robot
by: Plümer, Jan Hendrik, et al.
Published: (2024)
by: Plümer, Jan Hendrik, et al.
Published: (2024)
A Cross-Cultural Analysis of Animated Representations of Emotions for Wearable Interfaces
by: Wrobel, Michal R., et al.
Published: (2026)
by: Wrobel, Michal R., et al.
Published: (2026)
ExoKit: A Toolkit for Rapid Prototyping of Interactions for Arm-based Exoskeletons
by: Muehlhaus, Marie, et al.
Published: (2025)
by: Muehlhaus, Marie, et al.
Published: (2025)
DashChat: Interactive Authoring of Industrial Dashboard Design Prototypes through Conversation with LLM-Powered Agents
by: Shen, S., et al.
Published: (2025)
by: Shen, S., et al.
Published: (2025)
Virtual Urban Field Studies: Evaluating Urban Interaction Design Using Context-Based Interface Prototypes
by: Dongas, Robert, et al.
Published: (2024)
by: Dongas, Robert, et al.
Published: (2024)
Context-Based Interface Prototyping: Understanding the Effect of Prototype Representation on User Feedback
by: Hoggenmueller, Marius, et al.
Published: (2024)
by: Hoggenmueller, Marius, et al.
Published: (2024)
Similar Items
-
ProtoQuant: Quantization of Prototypical Parts For General and Fine-Grained Image Classification
by: Janusz, Mikołaj, et al.
Published: (2026) -
ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts
by: Sacha, Mikołaj, et al.
Published: (2023) -
OMENN: One Matrix to Explain Neural Networks
by: Wróbel, Adam, et al.
Published: (2024) -
DAVE: Distribution-aware Attribution via ViT Gradient Decomposition
by: Wróbel, Adam, et al.
Published: (2026) -
Hybrid Decision Making via Conformal VLM-generated Guidance
by: Banerjee, Debodeep, et al.
Published: (2026)