Vineeth N. Balasubramanian

Most-cited papers

VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results
Peng Fei Zhu, Longyin Wen, Dawei Du, Xiao Bian +102 more
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)1,168 citations Open access
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Towards Open World Object Detection
K. J. Joseph, Salman Hameed Khan, F. Khan, Vineeth N. Balasubramanian
2021Computer Vision and Pattern Recognition661 citations Open access
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Neural Network Attributions: A Causal Perspective
Aditya Chattopadhyay, Piyushi Manupriya, Anirban Sarkar, Vineeth N. Balasubramanian
2019International Conference on Machine Learning171 citations
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Borrow From Anywhere: Pseudo Multi-Modal Object Detection in Thermal Imagery
Chaitanya Devaguptapu, Ninad Akolekar, Manuj Sharma, Vineeth N. Balasubramanian
20192019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)152 citations Open access
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Incremental Object Detection via Meta-Learning
K. J. Joseph, Jathushan Rajasegaran, Salman Hameed Khan, F. Khan +2 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence140 citations Open access
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AdvGAN++: Harnessing Latent Layers for Adversary Generation
Surgan Jandial, Puneet Mangla, Sakshi Varshney, Vineeth N. Balasubramanian
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)92 citations Open access
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Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals
Saloni Dash, Vineeth N. Balasubramanian, Amit Sharma
2020IEEE Workshop/Winter Conference on Applications of Computer Vision83 citations Open access
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Automatic estimation of heading date of paddy rice using deep learning
Sai Vikas Desai, Vineeth N. Balasubramanian, T. Fukatsu, S. Ninomiya +1 more
2019Plant Methods80 citations Open access
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A Framework for Learning Ante-hoc Explainable Models via Concepts
Anirban Sarkar, Deepak Vijaykeerthy, Anindya Sarkar, Vineeth N. Balasubramanian
2021Computer Vision and Pattern Recognition75 citations Open access
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Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models
Nupur Kumari, M. Singh, Abhishek Sinha, Harshitha Machiraju +2 more
2019International Joint Conference on Artificial Intelligence70 citations Open access
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Meta-Consolidation for Continual Learning
K. J. Joseph, Vineeth N. Balasubramanian
2020Neural Information Processing Systems65 citations
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A Deeper Look at the Hessian Eigenspectrum of Deep Neural Networks and its Applications to Regularization
A. R. Sankar, Yash Khasbage, Rahul Vigneswaran, Vineeth N. Balasubramanian
2020AAAI Conference on Artificial Intelligence64 citations Open access
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Novel Class Discovery without Forgetting
K. J. Joseph, S. Paul, Gaurav Aggarwal, Soma Biswas +3 more
2022European Conference on Computer Vision63 citations Open access
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Active learning with point supervision for cost-effective panicle detection in cereal crops
Akshay L Chandra, Sai Vikas Desai, Vineeth N. Balasubramanian, S. Ninomiya +1 more
2019Plant Methods63 citations Open access
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Computer Vision with Deep Learning for Plant Phenotyping in Agriculture: A Survey
Vineeth N. Balasubramanian, W. Guo, Akshay L. Chandra, Sai Vikas Desai
2020Advanced Computing and Communications60 citations Open access
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Energy-based Latent Aligner for Incremental Learning
K. J. Joseph, Salman H. Khan, F. Khan, R. Anwer +1 more
2022Computer Vision and Pattern Recognition59 citations Open access
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Multi-Domain Incremental Learning for Semantic Segmentation
Prachi Garg, Rohit Saluja, Vineeth N. Balasubramanian, Chetan Arora +2 more
2021IEEE Workshop/Winter Conference on Applications of Computer Vision57 citations Open access
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Zero-Shot Task Transfer
Arghya Pal, Vineeth N. Balasubramanian
2019Computer Vision and Pattern Recognition55 citations
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Pose Tutor: An Explainable System for Pose Correction in the Wild
Bhat Dittakavi, Divyagna Bavikadi, Sai Vikas Desai, Soumi Chakraborty +4 more
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)54 citations
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On Adversarial Robustness: A Neural Architecture Search perspective
Chaitanya Devaguptapu, Devansh Agarwal, Gaurav Mittal, Pulkit Gopalani +1 more
20202021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)44 citations Open access
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Efficient Maize Tassel-Detection Method using UAV based remote sensing
Ajay Kumar, Sai Vikas Desai, Vineeth N. Balasubramanian, P. Rajalakshmi +4 more
202137 citations Open access
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Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer
Arjun Ashok, K. J. Joseph, Vineeth N. Balasubramanian
2022European Conference on Computer Vision35 citations Open access
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Proto2Proto: Can you recognize the car, the way I do?
Monish Keswani, Sriranjani Ramakrishnan, N. Reddy, Vineeth N. Balasubramanian
2022Computer Vision and Pattern Recognition34 citations Open access
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On Causally Disentangled Representations
Abbavaram Gowtham Reddy, L. BeninGodfrey, Vineeth N. Balasubramanian
2021AAAI Conference on Artificial Intelligence34 citations Open access
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On Initial Pools for Deep Active Learning
Akshay L Chandra, Sai Vikas Desai, Chaitanya Devaguptapu, Vineeth N. Balasubramanian
2020Preregister@NeurIPS29 citations
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Submodular Batch Selection for Training Deep Neural Networks
K. J. Joseph, R. VamshiTeja, Krishnakant Singh, Vineeth N. Balasubramanian
2019International Joint Conference on Artificial Intelligence29 citations Open access
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Feature generation for long-tail classification
Rahul Vigneswaran, M. Law, Vineeth N. Balasubramanian, Makarand Tapaswi
2021Indian Conference on Computer Vision, Graphics & Image Processing28 citations Open access
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Beyond VQA: Generating Multi-word Answers and Rationales to Visual Questions
Radhika Dua, Sai Srinivas Kancheti, Vineeth N. Balasubramanian
20202021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)28 citations
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A Multi-Space Approach to Zero-Shot Object Detection
Dikshant Gupta, Aditya Anantharaman, N. Mamgain, S. S. +2 more
2020IEEE Workshop/Winter Conference on Applications of Computer Vision28 citations
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On Conditioning the Input Noise for Controlled Image Generation with Diffusion Models
Vedant Singh, Surgan Jandial, Ayush Chopra, Siddharth Ramesh +2 more
2022arXiv.org26 citations Open access
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How Useful Is Image-Based Active Learning for Plant Organ Segmentation?
Shivangana Rawat, Akshay L Chandra, Sai Vikas Desai, Vineeth N. Balasubramanian +2 more
2022Plant Phenomics25 citations Open access
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Zero-Shot Domain Generalization
Udit Maniyar, K. J. Joseph, A. Deshmukh, Ü. Dogan +1 more
2020British Machine Vision Conference24 citations
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Attributional Robustness Training Using Input-Gradient Spatial Alignment
M. Singh, Nupur Kumari, Puneet Mangla, Abhishek Sinha +2 more
2019European Conference on Computer Vision23 citations Open access
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Teaching GANs to sketch in vector format
Varshaneya V, Balasubramanian S, Vineeth N. Balasubramanian
2019Indian Conference on Computer Vision, Graphics & Image Processing22 citations
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Instance-wise Causal Feature Selection for Model Interpretation
Pranoy Panda, Sai Srinivas Kancheti, Vineeth N. Balasubramanian
20212021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)21 citations Open access
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On Saliency Maps and Adversarial Robustness
Puneet Mangla, Vedant Singh, Vineeth N. Balasubramanian
2020ECML/PKDD21 citations Open access
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Enhanced Regularizers for Attributional Robustness
Anindya Sarkar, Anirban Sarkar, Vineeth N. Balasubramanian
2020AAAI Conference on Artificial Intelligence21 citations Open access
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ORDER: Open World Object Detection on Road Scenes
Deepak Singh, Shyam Nandan Rai, K. J. Joseph, Rohit Saluja +4 more
202119 citations
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Matching Learned Causal Effects of Neural Networks with Domain Priors
Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian, Amit Sharma
2021International Conference on Machine Learning19 citations
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Spacing Loss for Discovering Novel Categories
K. J. Joseph, S. Paul, Gaurav Aggarwal, Soma Biswas +3 more
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)18 citations Open access
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Can we have it all? On the Trade-off between Spatial and Adversarial Robustness of Neural Networks
Sandesh Kamath, A. Deshpande, K. Subrahmanyam, Vineeth N. Balasubramanian
2020Neural Information Processing Systems14 citations
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Unseen Classes at a Later Time? No Problem
Hari Chandana Kuchibhotla, Sumitra S Malagi, Shivam Chandhok, Vineeth N. Balasubramanian
2022Computer Vision and Pattern Recognition13 citations Open access
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To miss-attend is to misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors
Vaishnavi Khindkar, Chetan Arora, Vineeth N. Balasubramanian, A. Subramanian +2 more
2022IEEE Workshop/Winter Conference on Applications of Computer Vision13 citations
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On the Robustness of Explanations of Deep Neural Network Models: A Survey
Amlan Jyoti, K. Ganesh, Manoj Gayala, Nandita Lakshmi Tunuguntla +2 more
2022arXiv.org13 citations Open access
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FLUID: Few-Shot Self-Supervised Image Deraining
Shyam Nandan Rai, Rohit Saluja, Chetan Arora, Vineeth N. Balasubramanian +2 more
2022IEEE Workshop/Winter Conference on Applications of Computer Vision13 citations
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Towards Fine-grained Sampling for Active Learning in Object Detection
Sai Vikas Desai, Vineeth N. Balasubramanian
20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)13 citations
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A Little Fog for a Large Turn
Harshitha Machiraju, Vineeth N. Balasubramanian
2020IEEE Workshop/Winter Conference on Applications of Computer Vision13 citations Open access
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Canonical Saliency Maps: Decoding Deep Face Models
T. John, Vineeth N. Balasubramanian, C. V. Jawahar
2021IEEE Transactions on Biometrics Behavior and Identity Science12 citations Open access
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Data InStance Prior (DISP) in Generative Adversarial Networks
Puneet Mangla, Nupur Kumari, M. Singh, Balaji Krishnamurthy +1 more
2020IEEE Workshop/Winter Conference on Applications of Computer Vision12 citations Open access
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On Challenges in Unsupervised Domain Generalization
Vaasudev Narayanan, A. Deshmukh, Ü. Dogan, Vineeth N. Balasubramanian
2021Pre-Registration Workshop @ NeurIPS11 citations
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