LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training
Published in British Machine Vision Conference (BMVC), 2023
S Singh, S Deshmukh, M Sarkar, B Krishnamurthy.
Publications
You can also find my articles on my Google Scholar profile.
Conference Papers
Explaining RL Decisions using Trajectories
Published in International Conference on Learning Representations (ICLR), 2023
S Deshmukh, A Dasgupta, C Agarwal, N Jiang, B Krishnamurthy, G Theocharous, J Subramanian.
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text
Published in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022
A Java*, S Deshmukh*, M Aggarwal, S Jandial, M Sarkar, B Krishnamurthy (* denotes Equal contribution)
Explain Your Move: Understanding Agent Actions Using Focused Feature Saliency
Published in International Conference on Learning Representations (ICLR), 2020
P Gupta, N Puri, S Verma, D Kayastha, S Deshmukh, B Krishnamurthy, S Singh.
Workshop Papers
Counterfactual Explanation Policies in RL
S Deshmukh, Srivatsan R, S Vijay, J Subramanian, C Agarwal. Published at ICML Workshop on Counterfactuals in Minds & Machines, 2023.
Gatha: Relational Loss for enhancing text-based style transfer
S Jandial, S Deshmukh, A Java, S Shahid, B Krishnamurthy. Published (Oral) at CVPR Workshop on Computer Vision for Fashion, Art, and Design, 2023.
FODVid: Flow-guided Object Discovery in Videos
S Singh, S Deshmukh, M Sarkar, R Jain, M Hemani, B Krishnamurthy. Published at CVPR Workshop on Learning with Limited Labelled Data for Image and Video Understanding, 2023.
Trajectory-based Explainability Framework for Offline RL
S Deshmukh, A Dasgupta, C Agarwal, N Jiang, B Krishnamurthy, G Theocharous, J Subramanian. Published at NeurIPS Offline RL Workshop, 2022.
Patents
Novel Self-supervised Object Discovery in Videos
Attorney Docket No. P12351-US, 2023
Account Executive Actionable Digest
Attorney Docket No. P12314-US, 2023
A Framework for Leveraging LLM Models and RL in Marketing Decision Making
Attorney Docket No. P12223-US, 2023
Video Object Segmentation through Flow-guided Graph-cut
Attorney Docket No. P12170-US, 2023
Novel method to propagate personalized error corrections across Forms corpus
Attorney Docket No. P12004-US, 2022
Novel Trajectory-based Explainability Framework for RL-based Decision Making
Attorney Docket No. P11853-US, 2022
Forms Similarity Matching Framework for Enhancing RnC tool in AEM Forms
Attorney Docket No. P11882-US, 2022
A Novel Multimodal One-Shot Detection Approach for Document Snippet Search
Attorney Docket No. P11686-US, 2022
Semantic Noise based Soft Label Regularization for Distilling Model Knowledge
Attorney Docket No. P11539-US, 2022
Novel method to simplify data points for easier understanding of neural networks
Attorney Docket No. P11364-US, 2022
Novel Method and Apparatus to Control Diffusion Model Image Generation
Attorney Docket No. P11343-US, 2022
Refining Element Associations for Form Structure Extraction
Attorney Docket No. P10768-US, 2021
Customer Journey Management Using Machine Learning
Attorney Docket No. P10405-US, 2021