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Devleena Das
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2020 – today
- 2024
- [b1]Devleena Das:
Human-Centered Explainable AI for Sequential Decision-Making Systems. Georgia Institute of Technology, Atlanta, GA, USA, 2024 - [j3]Esmaeil Seraj, Kin Man Lee, Zulfiqar Zaidi, Qingyu Xiao, Zhaoxin Li, Arthur Nascimento, Sanne van Waveren, Pradyumna Tambwekar, Rohan R. Paleja, Devleena Das, Matthew C. Gombolay:
Interactive and Explainable Robot Learning: A Comprehensive Review. Found. Trends Robotics 12(2-3): 75-349 (2024) - [j2]Ethan Schneider, Daniel Wu, Devleena Das, Sonia Chernova:
CE-MRS: Contrastive Explanations for Multi-Robot Systems. IEEE Robotics Autom. Lett. 9(11): 10121-10128 (2024) - [c9]Devleena Das, Vivek Khetan:
DEFT-UCS: Data Efficient Fine-Tuning for Pre-Trained Language Models via Unsupervised Core-Set Selection for Text-Editing. EMNLP 2024: 20296-20312 - [i11]Ethan Schneider, Daniel Wu, Devleena Das, Sonia Chernova:
CE-MRS: Contrastive Explanations for Multi-Robot Systems. CoRR abs/2410.08408 (2024) - 2023
- [j1]Devleena Das, Yasutaka Nishimura, Rajan P. Vivek, Naoto Takeda, Sean T. Fish, Thomas Plötz, Sonia Chernova:
Explainable Activity Recognition for Smart Home Systems. ACM Trans. Interact. Intell. Syst. 13(2): 7:1-7:39 (2023) - [c8]Igor Melnyk, Vijil Chenthamarakshan, Pin-Yu Chen, Payel Das, Amit Dhurandhar, Inkit Padhi, Devleena Das:
Reprogramming Pretrained Language Models for Antibody Sequence Infilling. ICML 2023: 24398-24419 - [c7]Devleena Das, Been Kim, Sonia Chernova:
Subgoal-Based Explanations for Unreliable Intelligent Decision Support Systems. IUI 2023: 240-250 - [c6]Devleena Das, Sonia Chernova, Been Kim:
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding. NeurIPS 2023 - [i10]Devleena Das, Sonia Chernova, Been Kim:
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding. CoRR abs/2309.12482 (2023) - [i9]Devleena Das, Vivek Khetan:
DEFT: Data Efficient Fine-Tuning for Large Language Models via Unsupervised Core-Set Selection. CoRR abs/2310.16776 (2023) - 2022
- [c5]Angel Andres Daruna, Devleena Das, Sonia Chernova:
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions. IROS 2022: 1008-1015 - [i8]Devleena Das, Been Kim, Sonia Chernova:
Subgoal-Based Explanations for Unreliable Intelligent Decision Support Systems. CoRR abs/2201.04204 (2022) - [i7]Angel Andres Daruna, Devleena Das, Sonia Chernova:
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions. CoRR abs/2205.01836 (2022) - [i6]Igor Melnyk, Vijil Chenthamarakshan, Pin-Yu Chen, Payel Das, Amit Dhurandhar, Inkit Padhi, Devleena Das:
Reprogramming Large Pretrained Language Models for Antibody Sequence Infilling. CoRR abs/2210.07144 (2022) - 2021
- [c4]Devleena Das, Siddhartha Banerjee, Sonia Chernova:
Explainable AI for Robot Failures: Generating Explanations that Improve User Assistance in Fault Recovery. HRI 2021: 351-360 - [c3]Devleena Das, Sonia Chernova:
Semantic-Based Explainable AI: Leveraging Semantic Scene Graphs and Pairwise Ranking to Explain Robot Failures. IROS 2021: 3034-3041 - [i5]Devleena Das, Siddhartha Banerjee, Sonia Chernova:
Explainable AI for Robot Failures: Generating Explanations that Improve User Assistance in Fault Recovery. CoRR abs/2101.01625 (2021) - [i4]Devleena Das, Yasutaka Nishimura, Rajan P. Vivek, Naoto Takeda, Sean T. Fish, Thomas Ploetz, Sonia Chernova:
Explainable Activity Recognition for Smart Home Systems. CoRR abs/2105.09787 (2021) - [i3]Devleena Das, Sonia Chernova:
Semantic-Based Explainable AI: Leveraging Semantic Scene Graphs and Pairwise Ranking to Explain Robot Failures. CoRR abs/2108.03554 (2021) - 2020
- [c2]Devleena Das, Sonia Chernova:
Leveraging rationales to improve human task performance. IUI 2020: 510-518 - [i2]Devleena Das, Sonia Chernova:
Leveraging Rationales to Improve Human Task Performance. CoRR abs/2002.04202 (2020) - [i1]Devleena Das, Siddhartha Banerjee, Sonia Chernova:
Explainable AI for System Failures: Generating Explanations that Improve Human Assistance in Fault Recovery. CoRR abs/2011.09407 (2020)
2010 – 2019
- 2018
- [c1]Devleena Das, Katelyn E. Fry, Ayanna M. Howard:
Vision-Based Detection of Simultaneous Kicking for Identifying Movement Characteristics of Infants At-Risk for Neuro-Disorders. ICMLA 2018: 1413-1418
Coauthor Index
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last updated on 2024-12-02 21:32 CET by the dblp team
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