Shroff, Gautam

11 publications

AAAI 2025 ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) Kartik Singhal, Gautam Shroff

AAAI 2025 ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) (Student Abstract) Kartik Singhal, Gautam Shroff

WACV 2023 Calibrating Deep Neural Networks Using Explicit Regularisation and Dynamic Data Pruning Rishabh Patra, Ramya Hebbalaguppe, Tirtharaj Dash, Gautam Shroff, Lovekesh Vig

ICLRW 2022 Code Summarization: Do Transformers Really Understand Code? Ankita Nandkishor Sontakke, Manasi Patwardhan, Lovekesh Vig, Raveendra Kumar Medicherla, Ravindra Naik, Gautam Shroff

AAAI 2022 Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract) Atharv Sonwane, Gautam Shroff, Lovekesh Vig, Ashwin Srinivasan, Tirtharaj Dash

NeurIPSW 2021 Forecasting Market Prices Using DL with Data Augmentation and Meta-Learning: ARIMA Still Wins! Vedant Shah, Gautam Shroff

MLJ 2020 Constructing Generative Logical Models for Optimisation Problems Using Domain Knowledge Ashwin Srinivasan, Lovekesh Vig, Gautam Shroff

CVPRW 2020 Information Extraction from Document Images via FCA Based Template Detection and Knowledge Graph Rule Induction Mouli Rastogi, Syed Afshan Ali, Mrinal Rawat, Lovekesh Vig, Puneet Agarwal, Gautam Shroff, Ashwin Srinivasan

ECML-PKDD 2019 Meta-Learning for Black-Box Optimization Vishnu Tv, Pankaj Malhotra, Jyoti Narwariya, Lovekesh Vig, Gautam Shroff

AAAI 2019 Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters Kaushal Paneri, Vishnu Tv, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff

IJCAI 2018 Using Features from Pre-Trained TimeNET for Clinical Predictions Priyanka Gupta, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff