Vinayak Gupta

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 33

Top Topics

Point Processes

Top Venues

ACM Trans. Intell. Syst. Technol.

Publications

Vinayak Gupta, Rongali Simhachala Venkata Girish, Mukund Varma T., Ayush Tewari, Kaushik Mitra
GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views. CoRR (2024)
Vinayak Gupta, Rahul Goel, Dhawal Sirikonda, P. J. Narayanan
GSN: Generalisable Segmentation in Neural Radiance Field. AAAI (2024)
Reshabh K. Sharma, Vinayak Gupta, Dan Grossman
Defending Language Models Against Image-Based Prompt Attacks via User-Provided Specifications. SP (Workshops) (2024)
Vinayak Gupta, Rahul Goel, Dhawal Sirikonda, P. J. Narayanan
GSN: Generalisable Segmentation in Neural Radiance Field. CoRR (2024)
Mike A. Merrill, Mingtian Tan, Vinayak Gupta, Tom Hartvigsen, Tim Althoff
Language Models Still Struggle to Zero-shot Reason about Time Series. CoRR (2024)
Vinayak Gupta, Srikanta Bedathur
Tapestry of Time and Actions: Modeling Human Activity Sequences Using Temporal Point Process Flows. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Mingtian Tan, Mike A. Merrill, Vinayak Gupta, Tim Althoff, Thomas Hartvigsen
Are Language Models Actually Useful for Time Series Forecasting? CoRR (2024)
Vinayak Gupta, Manoj S., Mukund Varma T., Kaushik Mitra
U2NeRF: Unsupervised Underwater Image Restoration and Neural Radiance Fields. Tiny Papers @ ICLR (2024)
Reshabh K. Sharma, Vinayak Gupta, Dan Grossman
SPML: A DSL for Defending Language Models Against Prompt Attacks. CoRR (2024)
Vinayak Gupta, Srikanta Bedathur
Tapestry of Time and Actions: Modeling Human Activity Sequences using Temporal Point Process Flows. CoRR (2023)
Vinayak Gupta, Srikanta Bedathur
Modeling Spatial Trajectories Using Coarse-Grained Smartphone Logs. IEEE Trans. Big Data 9 (2) (2023)
Vinayak Gupta, Srikanta Bedathur, Abir De
Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing. CoRR (2023)
Garima Gaur, Rajat Singh, Siddhant Arora, Vinayak Gupta, Srikanta Bedathur
Teaching Old DB Neu(ral) Tricks: Learning Embeddings on Multi-tabular Databases. COMAD/CODS (2023)
Vinayak Gupta, Srikanta Bedathur
ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences. KDD (2022)
Vinayak Gupta, Srikanta Bedathur, Abir De
Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences. CoRR (2022)
Vinayak Gupta, Srikanta Bedathur
ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences. CoRR (2022)
Vinayak Gupta, Srikanta Bedathur
Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer. ACM Trans. Intell. Syst. Technol. 13 (3) (2022)
Vinayak Gupta, Srikanta Bedathur
Modeling Spatial Trajectories using Coarse-Grained Smartphone Logs. CoRR (2022)
Vinayak Gupta, Srikanta Bedathur, Sourangshu Bhattacharya, Abir De
Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes. ACM Trans. Intell. Syst. Technol. 13 (6) (2022)
Vinayak Gupta
Modeling Time-Series and Spatial Data for Recommendations and Other Applications. CoRR (2022)
Vinayak Gupta, Srikanta Bedathur, Sourangshu Bhattacharya, Abir De
Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes. CoRR (2022)
Vinayak Gupta, Srikanta Bedathur, Abir De
Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences. AAAI (2022)
Vinayak Gupta, Srikanta Bedathur
Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer. CoRR (2022)
Siddhant Arora, Vinayak Gupta, Garima Gaur, Srikanta Bedathur
BERT Meets Relational DB: Contextual Representations of Relational Databases. CoRR (2021)
Saathvik B. M., Vinayak Gupta, Ayush Kedia, Lov Asawa, Karpagavalli Subramanian
Neural Network Based Intelligent Traffic System. IDAACS (2021)
Vinayak Gupta
Learning Neural Models for Continuous-Time Sequences. CoRR (2021)
Vinayak Gupta, Srikanta Bedathur, Sourangshu Bhattacharya, Abir De
Learning Temporal Point Processes with Intermittent Observations. AISTATS (2021)
Vinayak Gupta, Srikanta Bedathur
Region Invariant Normalizing Flows for Mobility Transfer. CIKM (2021)
Moolchand Sharma, Bhanu Jain, Chetan Kargeti, Vinayak Gupta, Deepak Gupta
Detection and Diagnosis of Skin Diseases Using Residual Neural Networks (RESNET). Int. J. Image Graph. 21 (5) (2021)
Vinayak Gupta, Srikanta Bedathur
Region Invariant Normalizing Flows for Mobility Transfer. CoRR (2021)
Ankita Likhyani, Vinayak Gupta, Srijith P. K., Deepak P, Srikanta Bedathur
Modeling Implicit Communities from Geo-Tagged Event Traces Using Spatio-Temporal Point Processes. WISE (1) (2020)
Ankita Likhyani, Vinayak Gupta, Srijith P. K., Deepak P, Srikanta Bedathur
Modeling Implicit Communities using Spatio-Temporal Point Processes from Geo-tagged Event Traces. CoRR (2020)
Sonam Maurya, Vinayak Gupta, Vinod Kumar Jain
LBRR: Load Balanced Ring Routing Protocol for Heterogeneous Sensor Networks with Sink Mobility. WCNC (2017)