Search Results - "Deshmukh, Shripad"

One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text by Java, Abhinav, Deshmukh, Shripad, Aggarwal, Milan, Jandial, Surgan, Sarkar, Mausoom, Krishnamurthy, Balaji

“…Active consumption of digital documents has yielded scope for research in various applications, including search. Traditionally, searching within a document…”
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LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training by Singh, Silky, Deshmukh, Shripad, Sarkar, Mausoom, Krishnamurthy, Balaji

“…Learning object segmentation in image and video datasets without human supervision is a challenging problem. Humans easily identify moving salient objects in…”
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Counterfactual Explanation Policies in RL by Deshmukh, Shripad V, R, Srivatsan, Vijay, Supriti, Subramanian, Jayakumar, Agarwal, Chirag

“…As Reinforcement Learning (RL) agents are increasingly employed in diverse decision-making problems using reward preferences, it becomes important to ensure…”
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FODVid: Flow-guided Object Discovery in Videos by Singh, Silky, Deshmukh, Shripad, Sarkar, Mausoom, Jain, Rishabh, Hemani, Mayur, Krishnamurthy, Balaji

“…Segmentation of objects in a video is challenging due to the nuances such as motion blurring, parallax, occlusions, changes in illumination, etc. Instead of…”
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Gatha: Relational Loss for enhancing text-based style transfer by Jandial, Surgan, Deshmukh, Shripad, Java, Abhinav, Shahid, Simra, Krishnamurthy, Balaji

“…Text-based style transfer is a promising area of research that enables the generation of stylistic images from plain text descriptions. However, the existing…”
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Explaining RL Decisions with Trajectories by Deshmukh, Shripad Vilasrao, Dasgupta, Arpan, Krishnamurthy, Balaji, Jiang, Nan, Agarwal, Chirag, Theocharous, Georgios, Subramanian, Jayakumar

“…Explanation is a key component for the adoption of reinforcement learning (RL) in many real-world decision-making problems. In the literature, the explanation…”
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One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text by Java, Abhinav, Deshmukh, Shripad, Aggarwal, Milan, Jandial, Surgan, Sarkar, Mausoom, Krishnamurthy, Balaji

“…Active consumption of digital documents has yielded scope for research in various applications, including search. Traditionally, searching within a document…”
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Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution by Puri, Nikaash, Verma, Sukriti, Gupta, Piyush, Kayastha, Dhruv, Deshmukh, Shripad, Krishnamurthy, Balaji, Singh, Sameer

“…As deep reinforcement learning (RL) is applied to more tasks, there is a need to visualize and understand the behavior of learned agents. Saliency maps explain…”
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