Vinayak Gupta

According to our database, Vinayak Gupta authored at least 25 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Tapestry of Time and Actions: Modeling Human Activity Sequences Using Temporal Point Process Flows.

Vinayak Gupta, Srikanta Bedathur

ACM Trans. Intell. Syst. Technol., June, 2024

GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views.

Vinayak Gupta, Rongali Simhachala Venkata Girish, Mukund Varma T., Ayush Tewari, Kaushik Mitra

CoRR, 2024

Are Language Models Actually Useful for Time Series Forecasting?

Mingtian Tan, Mike A. Merrill, Vinayak Gupta, Tim Althoff, Thomas Hartvigsen

CoRR, 2024

SPML: A DSL for Defending Language Models Against Prompt Attacks.

Reshabh K. Sharma, Vinayak Gupta, Dan Grossman

CoRR, 2024

Defending Language Models Against Image-Based Prompt Attacks via User-Provided Specifications.

Reshabh K. Sharma, Vinayak Gupta, Dan Grossman

Proceedings of the IEEE Security and Privacy, 2024

U2NeRF: Unsupervised Underwater Image Restoration and Neural Radiance Fields.

Vinayak Gupta, Manoj S., Mukund Varma T., Kaushik Mitra

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Language Models Still Struggle to Zero-shot Reason about Time Series.

Mike A. Merrill, Mingtian Tan, Vinayak Gupta, Thomas Hartvigsen, Tim Althoff

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

GSN: Generalisable Segmentation in Neural Radiance Field.

Vinayak Gupta, Rahul Goel, Dhawal Sirikonda, P. J. Narayanan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Modeling Spatial Trajectories Using Coarse-Grained Smartphone Logs.

Vinayak Gupta, Srikanta Bedathur

IEEE Trans. Big Data, April, 2023

Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing.

Vinayak Gupta, Srikanta Bedathur, Abir De

CoRR, 2023

Teaching Old DB Neu(ral) Tricks: Learning Embeddings on Multi-tabular Databases.

Garima Gaur, Rajat Singh, Siddhant Arora, Vinayak Gupta, Srikanta Bedathur

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

2022

Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes.

Vinayak Gupta, Srikanta Bedathur, Sourangshu Bhattacharya, Abir De

ACM Trans. Intell. Syst. Technol., 2022

Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer.

Vinayak Gupta, Srikanta Bedathur

ACM Trans. Intell. Syst. Technol., 2022

Modeling Time-Series and Spatial Data for Recommendations and Other Applications.

Vinayak Gupta

CoRR, 2022

ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences.

Vinayak Gupta, Srikanta Bedathur

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences.

Vinayak Gupta, Srikanta Bedathur, Abir De

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Detection and Diagnosis of Skin Diseases Using Residual Neural Networks (RESNET).

Moolchand Sharma, Bhanu Jain, Chetan Kargeti, Vinayak Gupta, Deepak Gupta

Int. J. Image Graph., 2021

Learning Neural Models for Continuous-Time Sequences.

Vinayak Gupta

CoRR, 2021

BERT Meets Relational DB: Contextual Representations of Relational Databases.

Siddhant Arora, Vinayak Gupta, Garima Gaur, Srikanta Bedathur

CoRR, 2021

Neural Network Based Intelligent Traffic System.

Saathvik B. M., Vinayak Gupta, Ayush Kedia, Lov Asawa, Karpagavalli Subramanian

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Region Invariant Normalizing Flows for Mobility Transfer.

Vinayak Gupta, Srikanta Bedathur

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Learning Temporal Point Processes with Intermittent Observations.

Vinayak Gupta, Srikanta Bedathur, Sourangshu Bhattacharya, Abir De

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Modeling Implicit Communities using Spatio-Temporal Point Processes from Geo-tagged Event Traces.

Ankita Likhyani, Vinayak Gupta, Srijith P. K, Deepak P, Srikanta Bedathur

CoRR, 2020

Modeling Implicit Communities from Geo-Tagged Event Traces Using Spatio-Temporal Point Processes.

Ankita Likhyani, Vinayak Gupta, Srijith P. K, Deepak P, Srikanta Bedathur

Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

2017

LBRR: Load Balanced Ring Routing Protocol for Heterogeneous Sensor Networks with Sink Mobility.

Sonam Maurya, Vinayak Gupta, Vinod Kumar Jain

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017