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Avinash Kori · SciRah

Researcher profile · Semantic Scholar

Avinash Kori

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Avinash Kori — researcher profile on SciRah

h-index: 12
Works: 54
Citations: 3,350

Most-cited papers

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
S. Bakas, M. Reyes, A. Jakab, S. Bauer +419 more
2018arXiv.org2,123 citations
Semantic Scholar
IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge.
Prasanna Porwal, S. Pachade, M. Kokare, Girish Deshmukh +53 more
2020Medical Image Analysis389 citations Open access
Semantic Scholar
A generalized deep learning framework for whole-slide image segmentation and analysis
Mahendra Khened, Avinash Kori, Haran Rajkumar, Ganapathy Krishnamurthi +1 more
2020Scientific Reports243 citations Open access
Semantic Scholar
2018 Robotic Scene Segmentation Challenge
M. Allan, S. Kondo, S. Bodenstedt, S. Leger +37 more
2020arXiv.org209 citations
Semantic Scholar
Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches
T. Kurç, S. Bakas, Xuhua Ren, Aditya Bagari +20 more
2020Frontiers in Neuroscience83 citations Open access
Semantic Scholar
2D-Densely Connected Convolution Neural Networks for automatic Liver and Tumor Segmentation
K. Kaluva, Mahendra Khened, Avinash Kori, Ganapathy Krishnamurthi
2018arXiv.org62 citations
Semantic Scholar
Brain Tumor Segmentation and Survival Prediction using Automatic Hard mining in 3D CNN Architecture
V. K. Anand, Sanjeev Grampurohit, P. Aurangabadkar, Avinash Kori +3 more
2021BrainLes@MICCAI34 citations Open access
Semantic Scholar
Demystifying Brain Tumor Segmentation Networks: Interpretability and Uncertainty Analysis
Parth Natekar, Avinash Kori, Ganapathy Krishnamurthi
2020Frontiers in Computational Neuroscience31 citations Open access
Semantic Scholar
Ensemble of Convolutional Neural Networks for Automatic Grading of Diabetic Retinopathy and Macular Edema
Avinash Kori, Sai Saketh Chennamsetty, K. P. Mohammed Safwan, Alex Varghese
2018arXiv.org27 citations
Semantic Scholar
Ensemble of Fully Convolutional Neural Network for Brain Tumor Segmentation from Magnetic Resonance Images
Avinash Kori, Mehul N. Soni, B. Pranjal, Mahendra Khened +2 more
2018BrainLes@MICCAI21 citations
Semantic Scholar
Grounded Object-Centric Learning
Avinash Kori, Francesco Locatello, Fabio De Sousa Ribeiro, Francesca Toni +1 more
2023International Conference on Learning Representations19 citations
Semantic Scholar
Zero Shot Learning for Multi-Modal Real Time Image Registration
Avinash Kori, Ganapathi Krishnamurthi
2019arXiv.org18 citations
Semantic Scholar
Enhanced Optic Disk and Cup Segmentation with Glaucoma Screening from Fundus Images using Position encoded CNNs
Vismay Agrawal, Avinash Kori, Alex Varghese, Ganapathy Krishnamurthi
2018arXiv.org16 citations
Semantic Scholar
Diffusion Counterfactual Generation with Semantic Abduction
Rajat Rasal, Avinash Kori, Fabio De Sousa Ribeiro, Tian Xia +1 more
2025International Conference on Machine Learning12 citations
Semantic Scholar
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention
Avinash Kori, Francesco Locatello, A. Santhirasekaram, Francesca Toni +2 more
2024Neural Information Processing Systems11 citations
Semantic Scholar
Vector Quantisation for Robust Segmentation
A. Santhirasekaram, Avinash Kori, Mathias Winkler, A. Rockall +1 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention11 citations Open access
Semantic Scholar
Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability
Avinash Kori, Parth Natekar, Ganapathy Krishnamurthi, Balaji Srinivasan
202011 citations Open access
Semantic Scholar
A Combined Radio-Histological Approach for Classification of Low Grade Gliomas
Aditya Bagari, Ashish Kumar, Avinash Kori, Mahendra Khened +1 more
2018BrainLes@MICCAI10 citations
Semantic Scholar
Continuous Bayesian Model Selection for Multivariate Causal Discovery
Anish Dhir, R. Sedgwick, Avinash Kori, Ben Glocker +1 more
2024International Conference on Machine Learning8 citations
Semantic Scholar
GLANCE: Global to Local Architecture-Neutral Concept-based Explanations
Avinash Kori, Ben Glocker, Francesca Toni
2022arXiv.org8 citations Open access
Semantic Scholar
Explainable Reinforcement Learning for Formula One Race Strategy
Devin Wild Thomas, Junqi Jiang, Avinash Kori, Aaron Russo +5 more
2025ACM Symposium on Applied Computing7 citations Open access
Semantic Scholar
Flow Stochastic Segmentation Networks
Fabio De Sousa Ribeiro, Omar Todd, Charles Jones, Avinash Kori +2 more
2025IEEE International Conference on Computer Vision5 citations
Semantic Scholar
High-sensitivity detection of facial features on MRI brain scans with a convolutional network
Shashank Bansal, Avinash Kori, W. Zulfikar, Joseph Wexler +4 more
2021bioRxiv5 citations Open access
Semantic Scholar
Explaining Image Classifiers with Visual Debates
Avinash Kori, Ben Glocker, Francesca Toni
2024IFIP Working Conference on Database Semantics4 citations
Semantic Scholar
A Causal Ordering Prior for Unsupervised Representation Learning
Avinash Kori, Pedro P. Sanchez, Konstantinos Vilouras, Ben Glocker +1 more
2023arXiv.org4 citations Open access
Semantic Scholar
Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models
A. Santhirasekaram, Avinash Kori, A. Rockall, Mathias Winkler +2 more
2022arXiv.org4 citations Open access
Semantic Scholar
Explaining Image Classification with Visual Debates
Avinash Kori, Ben Glocker, Francesca Toni
20224 citations
Semantic Scholar
Enhanced Image Classification With Data Augmentation Using Position Coordinates
Avinash Kori, Ganapathy Krishnamurthi, Balaji Srinivasan
2018arXiv.org4 citations
Semantic Scholar
Free Argumentative Exchanges for Explaining Image Classifiers
Avinash Kori, Antonio Rago, Francesca Toni
2025Adaptive Agents and Multi-Agent Systems3 citations
Semantic Scholar
Selective Fine-Tuning for Targeted and Robust Concept Unlearning
Mansi, Avinash Kori, Francesca Toni, Soteris Demetriou
2026arXiv.org2 citations
Semantic Scholar
Factored Classifier-Free Guidance
Tian Xia, Fabio De Sousa Ribeiro, Rajat Rasal, Avinash Kori +2 more
20252 citations
Semantic Scholar
Classification of Breast Cancer and Grading of Diabetic Retinopathy & Macular Edema using Ensemble of Pre-trained Convolutional Neural Networks
Mohammed Safwan, Sai Saketh Chennamsetty, Avinash Kori, Varghese Alex +1 more
20182 citations
Semantic Scholar
Race Strategy Reinforcement Learning: Optimising Pitstop Strategy with Emergent Tactics in Formula One
Devin Wild Thomas, Junqi Jiang, Avinash Kori, Aaron Russo +5 more
2026Machine-mediated learning1 citations Open access
Semantic Scholar
Efficient bias mitigation in T2I diffusion models using Concept Graphs
Mansi, Avinash Kori, Francesco Leofante
2026arXiv.org1 citations
Semantic Scholar
Object-Centric Neuro-Argumentative Learning
Abdul Rahman Jacob, Avinash Kori, E. D. de Angelis, Ben Glocker +2 more
2025International Workshop on Neural-Symbolic Learning and Reasoning1 citations
Semantic Scholar
Object-Centric Case-Based Reasoning via Argumentation
Gabriel de Olim Gaul, Adam Gould, Avinash Kori, Francesca Toni
2025ArgXAI@ECAI1 citations
Semantic Scholar
Causal Representation Learning with Observational Grouping for CXR Classification
Rajat Rasal, Avinash Kori, Ben Glocker
2025FAIMI@MICCAI1 citations
Semantic Scholar
Robust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification
A. Santhirasekaram, Avinash Kori, Mathias Winkler, A. Rockall +2 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)1 citations
Semantic Scholar
Corrigendum: Demystifying Brain Tumor Segmentation Networks: Interpretability and Uncertainty Analysis
Parth Natekar, Avinash Kori, Ganapathy Krishnamurthi
2021Frontiers in Computational Neuroscience1 citations Open access
Semantic Scholar
Structurally aware bidirectional unpaired image to image translation between CT and MR
Vismay Agrawal, Avinash Kori, V. K. Anand, Ganapathy Krishnamurthi
2020arXiv.org1 citations
Semantic Scholar
Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty Analysis
Parth Natekar, Avinash Kori, Ganapathy Krishnamurthi
2019arXiv.org1 citations
Semantic Scholar
Understanding Clustering in Slot Attention via Particle Dynamics
Vasudev Joy, Rajat Rasal, Avinash Kori, Anthea Monod +1 more
20260 citations
Semantic Scholar
A Unifying Perspective on Causal World Models: From Observations to Representations to Structure
Avinash Kori, Fabrizio Russo
20260 citations
Semantic Scholar
Steering Optimisation Trajectories in Diffusion Representation Learning
Rajat Rasal, Avinash Kori, Tian Xia, Ben Glocker
2026arXiv.org0 citations
Semantic Scholar
Unified Multimodal Model for Brain MRI Imputation and Understanding
Zhiyun Song, Che Liu, Tian Xia, Avinash Kori +1 more
2026arXiv.org0 citations
Semantic Scholar
Identifiable Object Representations under Spatial Ambiguities
Avinash Kori, Francesca Toni, Ben Glocker
2025International Conference on Machine Learning0 citations
Semantic Scholar
Transparent Visual Reasoning via Object-Centric Agent Collaboration
B. Teoh, Ben Glocker, Francesca Toni, Avinash Kori
2025ANSyA@ECAI0 citations
Semantic Scholar
Visual Debates
Avinash Kori, Ben Glocker, Francesca Toni
2022arXiv.org0 citations Open access
Semantic Scholar
Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability
Avinash Kori, Parth Natekar, Ganapathy Krishnamurthi, Balaji Srinivasan
2020arXiv.org0 citations
Semantic Scholar
Dynamic Behavior of Coupled Neuron System from a Game-Theoretic Standpoint
Avinash Kori
2020bioRxiv0 citations Open access
Semantic Scholar

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Ben Glocker×12
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Ben Glocker×8
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Mahendra Khened×7
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×7

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Francesca Toni×6

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Varghese Alex×5

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Parth Natekar×5

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