Interpretability-Aware Pruning for Efficient Medical Image Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Malik, Nikita, Seth, Pratinav, Singh, Neeraj Kumar, Chitroda, Chintan, Sankarapu, Vinay Kumar |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods
by: Seth, Pratinav, et al.
Published: (2025)
by: Seth, Pratinav, et al.
Published: (2025)
Interpretability as Alignment: Making Internal Understanding a Design Principle
by: Sengupta, Aadit, et al.
Published: (2025)
by: Sengupta, Aadit, et al.
Published: (2025)
Bridging the Gap in XAI-Why Reliable Metrics Matter for Explainability and Compliance
by: Seth, Pratinav, et al.
Published: (2025)
by: Seth, Pratinav, et al.
Published: (2025)
$C$-$ΔΘ$: Circuit-Restricted Weight Arithmetic for Selective Refusal
by: Kasliwal, Aditya, et al.
Published: (2026)
by: Kasliwal, Aditya, et al.
Published: (2026)
DLBacktrace: A Model Agnostic Explainability for any Deep Learning Models
by: Sankarapu, Vinay Kumar, et al.
Published: (2024)
by: Sankarapu, Vinay Kumar, et al.
Published: (2024)
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution
by: Sadhu, Saisab, et al.
Published: (2026)
by: Sadhu, Saisab, et al.
Published: (2026)
QYOLO: Lightweight Object Detection via Quantum Inspired Shared Channel Mixing
by: Mittal, Garvit Kumar, et al.
Published: (2026)
by: Mittal, Garvit Kumar, et al.
Published: (2026)
From Images to Insights: Explainable Biodiversity Monitoring with Plain Language Habitat Explanations
by: Zhou, Yutong, et al.
Published: (2025)
by: Zhou, Yutong, et al.
Published: (2025)
Improving watermelon (Citrullus lanatus) disease classification with generative artificial intelligence (GenAI)-based synthetic and real-field images via a custom EfficientNetV2-L model
by: Rai, Nitin, et al.
Published: (2025)
by: Rai, Nitin, et al.
Published: (2025)
An explainable vision transformer with transfer learning based efficient drought stress identification
by: Patra, Aswini Kumar, et al.
Published: (2024)
by: Patra, Aswini Kumar, et al.
Published: (2024)
PhytoSynth: Leveraging Multi-modal Generative Models for Crop Disease Data Generation with Novel Benchmarking and Prompt Engineering Approach
by: Rai, Nitin, et al.
Published: (2025)
by: Rai, Nitin, et al.
Published: (2025)
Class-Adaptive Cooperative Perception for Multi-Class LiDAR-based 3D Object Detection in V2X Systems
by: Kyem, Blessing Agyei, et al.
Published: (2026)
by: Kyem, Blessing Agyei, et al.
Published: (2026)
Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology
by: Ruis, Frank A., et al.
Published: (2024)
by: Ruis, Frank A., et al.
Published: (2024)
Detecting Multiple Diseases in Multiple Crops Using Deep Learning
by: Yadav, Vivek, et al.
Published: (2025)
by: Yadav, Vivek, et al.
Published: (2025)
Labits: Layered Bidirectional Time Surfaces Representation for Event Camera-based Continuous Dense Trajectory Estimation
by: Zhang, Zhongyang, et al.
Published: (2024)
by: Zhang, Zhongyang, et al.
Published: (2024)
Progressive Multimodal Interaction Network for Reliable Quantification of Fish Feeding Intensity in Aquaculture
by: Zhang, Shulong, et al.
Published: (2025)
by: Zhang, Shulong, et al.
Published: (2025)
Automated Facility Enumeration for Building Compliance Checking using Door Detection and Large Language Models
by: Zhang, Licheng, et al.
Published: (2025)
by: Zhang, Licheng, et al.
Published: (2025)
Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models
by: Sadik, Ahmed R., et al.
Published: (2025)
by: Sadik, Ahmed R., et al.
Published: (2025)
DoorDet: Semi-Automated Multi-Class Door Detection Dataset via Object Detection and Large Language Models
by: Zhang, Licheng, et al.
Published: (2025)
by: Zhang, Licheng, et al.
Published: (2025)
Spatio-Temporal Foundation Models: Vision, Challenges, and Opportunities
by: Goodge, Adam, et al.
Published: (2025)
by: Goodge, Adam, et al.
Published: (2025)
FollowGen: A Scaled Noise Conditional Diffusion Model for Car-Following Trajectory Prediction
by: You, Junwei, et al.
Published: (2024)
by: You, Junwei, et al.
Published: (2024)
SAM-SP: Self-Prompting Makes SAM Great Again
by: Zhou, Chunpeng, et al.
Published: (2024)
by: Zhou, Chunpeng, et al.
Published: (2024)
Prompt to Protection: A Comparative Study of Multimodal LLMs in Construction Hazard Recognition
by: Chaudhary, Nishi, et al.
Published: (2025)
by: Chaudhary, Nishi, et al.
Published: (2025)
V-RoAst: Visual Road Assessment. Can VLM be a Road Safety Assessor Using the iRAP Standard?
by: Jongwiriyanurak, Natchapon, et al.
Published: (2024)
by: Jongwiriyanurak, Natchapon, et al.
Published: (2024)
From Lightweight CNNs to SpikeNets: Benchmarking Accuracy-Energy Tradeoffs with Pruned Spiking SqueezeNet
by: Kabir, Radib Bin, et al.
Published: (2026)
by: Kabir, Radib Bin, et al.
Published: (2026)
Resource-Aware Evolutionary Neural Architecture Search for Cardiac MRI Segmentation
by: Yasmin, Farhana, et al.
Published: (2026)
by: Yasmin, Farhana, et al.
Published: (2026)
Haphazard Inputs as Images in Online Learning
by: Agarwal, Rohit, et al.
Published: (2025)
by: Agarwal, Rohit, et al.
Published: (2025)
MHub.ai: A Simple, Standardized, and Reproducible Platform for AI Models in Medical Imaging
by: Nürnberg, Leonard, et al.
Published: (2026)
by: Nürnberg, Leonard, et al.
Published: (2026)
WiFlexFormer: Efficient WiFi-Based Person-Centric Sensing
by: Strohmayer, Julian, et al.
Published: (2024)
by: Strohmayer, Julian, et al.
Published: (2024)
MM-Telco: Benchmarks and Multimodal Large Language Models for Telecom Applications
by: Kumar, Anshul, et al.
Published: (2025)
by: Kumar, Anshul, et al.
Published: (2025)
Advanced Clustering Framework for Semiconductor Image Analytics Integrating Deep TDA with Self-Supervised and Transfer Learning Techniques
by: Giri, Janhavi, et al.
Published: (2025)
by: Giri, Janhavi, et al.
Published: (2025)
VLAD: A VLM-Augmented Autonomous Driving Framework with Hierarchical Planning and Interpretable Decision Process
by: Gariboldi, Cristian, et al.
Published: (2025)
by: Gariboldi, Cristian, et al.
Published: (2025)
Human Cognition in Machines: A Unified Perspective of World Models
by: Rupprecht, Timothy, et al.
Published: (2026)
by: Rupprecht, Timothy, et al.
Published: (2026)
MicroCrackAttentionNeXt: Advancing Microcrack Detection in Wave Field Analysis Using Deep Neural Networks through Feature Visualization
by: Moreh, Fatahlla, et al.
Published: (2024)
by: Moreh, Fatahlla, et al.
Published: (2024)
Position: Behavioural Assurance Cannot Verify the Safety Claims Governance Now Demands
by: Seth, Pratinav, et al.
Published: (2026)
by: Seth, Pratinav, et al.
Published: (2026)
Attention via Synaptic Plasticity is All You Need: A Biologically Inspired Spiking Neuromorphic Transformer
by: Mondal, Kallol, et al.
Published: (2025)
by: Mondal, Kallol, et al.
Published: (2025)
Quantum walk inspired JPEG compression of images
by: Verma, Abhishek, et al.
Published: (2026)
by: Verma, Abhishek, et al.
Published: (2026)
Retrospective: A CORDIC Based Configurable Activation Function for NN Applications
by: Kokane, Omkar, et al.
Published: (2025)
by: Kokane, Omkar, et al.
Published: (2025)
Built Environment Reasoning from Remote Sensing Imagery Using Large Vision--Language Models
by: Wang, Dongdong, et al.
Published: (2026)
by: Wang, Dongdong, et al.
Published: (2026)
Assessing the Added Value of Onboard Earth Observation Processing with the IRIDE HEO Service Segment
by: Thind, Parampuneet Kaur, et al.
Published: (2026)
by: Thind, Parampuneet Kaur, et al.
Published: (2026)
Similar Items
-
xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods
by: Seth, Pratinav, et al.
Published: (2025) -
Interpretability as Alignment: Making Internal Understanding a Design Principle
by: Sengupta, Aadit, et al.
Published: (2025) -
Bridging the Gap in XAI-Why Reliable Metrics Matter for Explainability and Compliance
by: Seth, Pratinav, et al.
Published: (2025) -
$C$-$ΔΘ$: Circuit-Restricted Weight Arithmetic for Selective Refusal
by: Kasliwal, Aditya, et al.
Published: (2026) -
DLBacktrace: A Model Agnostic Explainability for any Deep Learning Models
by: Sankarapu, Vinay Kumar, et al.
Published: (2024)