An Active Learning Framework for Efficient Robust Policy Search.
Sai Kiran Narayanaswami, Nandan Sudarsanam, Balaraman Ravindran
Appeared in
CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8 - 10, 2022,
pp.1-9, Jan 2022.
Wavelet Residual Learning for Efficient Future Frame Prediction from Natural Video Sequences.
Sonam Gupta, Sukhendu Das
Appeared in
Pattern Recognition and Machine Intelligence - 9th International Conference, PReMI 2021, Kolkata, India, December 15-18, 2021, Proceedings,
Lecture Notes in Computer Science, Vol 13102, No., pp.63-71, Dec 2021.
Analysis of Conversational Speech with Application to Voice Adaptation.
Bhagyashree Mukherjeee, Anusha Prakash, Hema A. Murthy
Appeared in
IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2021, Cartagena, Colombia, December 13-17, 2021 (ASRU 2021),
pp.765-772, Dec 2021.
G3AN++: exploring wide GANs with complementary feature learning for video generation.
Sonam Gupta, Arti Keshari, Sukhendu Das
Appeared in
ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19 - 22, 2021,
pp.23:1-23:9, Dec 2021.
Popular Matchings in the Hospital-Residents Problem with Two-Sided Lower Quotas.
Meghana Nasre, Prajakta Nimbhorkar, Keshav Ranjan, Ankita Sarkar
Appeared in
41st IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, FSTTCS 2021, December 15-17, 2021, Virtual Conference. (FSTTCS 2021),
LIPIcs, Vol 213, pp.30:1-30:21, Dec 2021.
V3GAN: Decomposing Background, Foreground and Motion for Video Generation.
Arti Keshari, Sonam Gupta, Sukhendu Das
Appeared in
32nd British Machine Vision Conference 2021, BMVC 2021, Online, November 22-25, 2021 (BMVC 2021),
pp.300, Nov 2021.
Tabla Gharana Recognition from Audio music recordings of Tabla Solo performances.
A Causal Approach for Unfair Edge Prioritization and Discrimination Removal.
Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran
Appeared in
Asian Conference on Machine Learning, ACML 2021, 17-19 November 2021, Virtual Event. (ACML 2021),
Proceedings of Machine Learning Research, Vol 157, pp.518-533, Nov 2021.
Metric Learning for comparison of HMMs using Graph Neural Networks.
Rajan Kumar Soni, Karthick Seshadri, Balaraman Ravindran
Appeared in
Asian Conference on Machine Learning, ACML 2021, 17-19 November 2021, Virtual Event. (ACML 2021),
Proceedings of Machine Learning Research, Vol 157, pp.1365-1380, Nov 2021.
Multi-Party Functional Encryption.
Shweta Agrawal, Rishab Goyal, Junichi Tomida
Appeared in
Theory of Cryptography - 19th International Conference, TCC 2021, Raleigh, NC, USA, November 8-11, 2021, Proceedings, Part II (TCC 2021),
Lecture Notes in Computer Science, Vol 13043, pp.224-255, Nov 2021.
Perturbation CheckLists for Evaluating NLG Evaluation Metrics.
Ananya B. Sai, Tanay Dixit, Dev Yashpal Sheth, Sreyas Mohan, Mitesh Khapra
Appeared in
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021 (EMNLP 2021),
pp.7219-7234, Nov 2021.
Brief Announcement: Automating and Mechanising Cutoff Proofs for Parameterized Verification of Distributed Protocols.
Shreesha G. Bhat, Kartik Nagar
Appeared in
35th International Symposium on Distributed Computing, DISC 2021, October 4-8, 2021, Freiburg, Germany (Virtual Conference). (DISC 2021),
LIPIcs, Vol 209, pp.48:1-48:4, Oct 2021.
Dual Script E2E Framework for Multilingual and Code-Switching ASR.
A Polynomial Kernel for Deletion to Ptolemaic Graphs.
Akanksha Agrawal, Aditya Anand, Saket Saurabh
Appeared in
16th International Symposium on Parameterized and Exact Computation, IPEC 2021, September 8-10, 2021, Lisbon, Portugal. (IPEC 2021),
LIPIcs, Vol 214, pp.1:1-1:15, Sep 2021.
Refuting FPT Algorithms for Some Parameterized Problems Under Gap-ETH.
Akanksha Agrawal, Ravi Kiran Allumalla, Varun Teja Dhanekula
Appeared in
16th International Symposium on Parameterized and Exact Computation, IPEC 2021, September 8-10, 2021, Lisbon, Portugal. (IPEC 2021),
LIPIcs, Vol 214, pp.2:1-2:12, Sep 2021.
Towards Richer Realizations of Holographic CBR.
Renganathan Subramanian, Devi Ganesan, Deepak Padmanabhan, Sutanu Chakraborti
Appeared in
Case-Based Reasoning Research and Development - 29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021, Proceedings (ICCBR 2021),
Lecture Notes in Computer Science, Vol 12877, pp.201-215, Sep 2021.
Revisiting Fast and Slow Thinking in Case-Based Reasoning.
Srashti Kaurav, Devi Ganesan, Deepak Padmanabhan, Sutanu Chakraborti
Appeared in
Case-Based Reasoning Research and Development - 29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021, Proceedings (ICCBR 2021),
Lecture Notes in Computer Science, Vol 12877, pp.110-124, Sep 2021.
ConnExt-BioBERT: Leveraging Transfer Learning for Brain-Connectivity Extraction from Neuroscience Articles.
Deniable Fully Homomorphic Encryption from Learning with Errors.
Shweta Agrawal, Shafi Goldwasser, Saleet Mossel
Appeared in
Advances in Cryptology - CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Virtual Event, August 16-20, 2021, Proceedings, Part II (CRYPTO 2021),
Lecture Notes in Computer Science, Vol 12826, pp.641-670, Aug 2021.
Functional Encryption for Turing Machines with Dynamic Bounded Collusion from LWE.
Shweta Agrawal, Monosij Maitra, Narasimha Sai Vempati, Shota Yamada
Appeared in
Advances in Cryptology - CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Virtual Event, August 16-20, 2021, Proceedings, Part IV (CRYPTO 2021),
Lecture Notes in Computer Science, Vol 12828, pp.239-269, Aug 2021.
Secure Computation from One-Way Noisy Communication, or: Anti-correlation via Anti-concentration.
Multi-input Quadratic Functional Encryption from Pairings.
Shweta Agrawal, Rishab Goyal, Junichi Tomida
Appeared in
Advances in Cryptology - CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Virtual Event, August 16-20, 2021, Proceedings, Part IV (CRYPTO 2021),
Lecture Notes in Computer Science, Vol 12828, pp.208-238, Aug 2021.
Matchings with Group Fairness Constraints: Online and Offline Algorithms.
Govind S. Sankar, Anand Louis, Meghana Nasre, Prajakta Nimbhorkar
Appeared in
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021. (IJCAI 2021),
pp.377-383, Aug 2021.
Semi-Supervised Deep Learning for Multiplex Networks.
Machine Learning based Flow Classification in DCNs using P4 Switches.
Radhakrishna Rajaram Kamath, Krishna Moorthy Sivalingam
Appeared in
30th International Conference on Computer Communications and Networks, ICCCN 2021, Athens, Greece, July 19-22, 2021 (ICCCN 2021),
pp.1-10, Jul 2021.
Byzantine Agreement and Leader Election: From Classical to the Modern.
Samir Datta, Anuj Tawari, Yadu Vasudev
Appeared in
Computer Science - Theory and Applications - 16th International Computer Science Symposium in Russia, CSR 2021, Sochi, Russia, June 28 - July 2, 2021, Proceedings (CSR 2021),
Lecture Notes in Computer Science, Vol 12730, pp.56-77, Jul 2021.
Limitations of Sums of Bounded Read Formulas and ABPs.
Purnata Ghosal, B. V. Raghavendra Rao
Appeared in
Computer Science - Theory and Applications - 16th International Computer Science Symposium in Russia, CSR 2021, Sochi, Russia, June 28 - July 2, 2021, Proceedings (CSR 2021),
Lecture Notes in Computer Science, Vol 12730, pp.147-169, Jul 2021.
Efficient Space-Time Video Super Resolution Using Low-Resolution Flow and Mask Upsampling.
Saikat Dutta, Nisarg A. Shah, Anurag Mittal
Appeared in
IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2021, virtual, June 19-25, 2021,
pp.314-323, Jun 2021.
Repairing serializability bugs in distributed database programs via automated schema refactoring.
Kia Rahmani, Kartik Nagar, Benjamin Delaware, Suresh Jagannathan
Appeared in
PLDI '21: 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation, Virtual Event, Canada, June 20-25, 20211.,
pp.32-47, Jun 2021.
Srashti Kaurav, Devi Ganesan, Deepak Padmanabhan, Sutanu Chakraborti
Appeared in
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, North Miami Beach, Florida, USA, May 17-19, 2021.,
May 2021.
Efficient Distributed Algorithms in the k-machine model via PRAM Simulations.
John Augustine, Kishore Kothapalli, Gopal Pandurangan
Appeared in
35th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2021, Portland, OR, USA, May 17-21, 2021 (IPDPS 2021),
pp.223-232, May 2021.
GrabQC: Graph Based Query Contextualization for Automated ICD Coding.
Jeshuren Chelladurai, Sudarsun Santhiappan, Balaraman Ravindran
Appeared in
Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part I (PAKDD 2021),
Lecture Notes in Computer Science, Vol 12712, pp.225-237, May 2021.
Summary of Hansie: Hybrid and consensus regression test prioritization.
Shouvick Mondal, Rupesh Nasre
Appeared in
14th IEEE Conference on Software Testing, Verification and Validation, ICST 2021, Porto de Galinhas, Brazil, April 12-16, 2021 (ICST 2021),
pp.278-280, Apr 2021.
An FPT Algorithm for Elimination Distance to Bounded Degree Graphs.
Anselm Haak, Arne Meier, Om Prakash , B. V. Raghavendra Rao
Appeared in
38th International Symposium on Theoretical Aspects of Computer Science, STACS 2021, March 16-19, 2021, Saarbrcken, Germany (Virtual Conference). (STACS 2021),
LIPIcs, Vol 187, pp.40:1-40:17, Mar 2021.
On the Computational Power of Programs over BA2Monoid.
Manasi S. Kulkarni, Jayalal Sarma, Janani Sundaresan
Appeared in
Language and Automata Theory and Applications - 15th International Conference, LATA 2021, Milan, Italy, March 1-5, 2021, Proceedings (LATA 2021),
Lecture Notes in Computer Science, Vol 12638, pp.29-40, Mar 2021.
Semi-Supervised Metric Learning: A Deep Resurrection.
Ujjal Kr Dutta, Mehrtash Harandi, C. Chandra Sekhar
Appeared in
Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021,
pp.7279-7287, Feb 2021.
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