Parag Singla
Indian Institute of Technology Delhi
H-index: 25
Asia-India
Top articles of Parag Singla
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Sketch-Plan-Generalize: Continual Few-Shot Learning of Inductively Generalizable Spatial Concepts for Language-Guided Robot Manipulation | arXiv preprint arXiv:2404.07774 | Namasivayam Kalithasan Sachit Sachdeva Himanshu Gaurav Singh Divyanshu Aggarwal Gurarmaan Singh Panjeta | 2024/4/11 |
Towards Scene Graph Anticipation | arXiv preprint arXiv:2403.04899 | Rohith Peddi Saksham Singh Parag Singla Vibhav Gogate | 2024/3/7 |
PuzzleBench: Can LLMs Solve Challenging First-Order Combinatorial Reasoning Problems? | arXiv preprint arXiv:2402.02611 | Chinmay Mittal Krishna Kartik Parag Singla | 2024/2/4 |
Image Manipulation via Multi-Hop Instructions--A New Dataset and Weakly-Supervised Neuro-Symbolic Approach | arXiv preprint arXiv:2305.14410 | Harman Singh Poorva Garg Mohit Gupta Kevin Shah Arnab Kumar Mondal | 2023/5/23 |
Object-Centric Learning of Neural Policies for Zero-shot Transfer over Domains with Varying Quantities of Interest | Vishal Sharma Aniket Gupta Prayushi Faldu Rushil Gupta Parag Singla | 2023/8/17 | |
Ensembling Textual and Structure-Based Models for Knowledge Graph Completion | arXiv preprint arXiv:2311.03780 | Ananjan Nandi Navdeep Kaur Parag Singla | 2023/11/7 |
Minority Oversampling for Imbalanced Data via Class-Preserving Regularized Auto-Encoders | Arnab Kumar Mondal Lakshya Singhal Piyush Tiwary Parag Singla AP Prathosh | 2023/4/11 | |
Neuro-Symbolic Architectures for Combinatorial Problems in Structured Output Spaces | Compendium of Neurosymbolic Artificial Intelligence | Yatin Nandwani Parag Singla | 2023/8/4 |
ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters | arXiv preprint arXiv:2310.16393 | Vipul Rathore Rajdeep Dhingra Parag Singla | 2023/10/25 |
SSDMM-VAE: variational multi-modal disentangled representation learning | Applied Intelligence | Arnab Kumar Mondal Ajay Sailopal Parag Singla Prathosh Ap | 2023/4 |
SymNet 3.0: exploiting long-range influences in learning generalized neural policies for relational MDPs | Vishal Sharma Daman Arora Parag Singla | 2023/7/2 | |
Towards Fair and Calibrated Models | arXiv preprint arXiv:2310.10399 | Anand Brahmbhatt Vipul Rathore Parag Singla | 2023/10/16 |
Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion | Ananjan Nandi Navdeep Kaur Parag Singla | 2023/7 | |
DisFormer: Disentangled Object Representations for Learning Visual Dynamics Via Transformers | Sanket Sanjaykumar Gandhi Vishal Sharma Rushil Gupta Arnab Kumar Mondal Samanyu Mahajan | 2023/10/13 | |
Learning neuro-symbolic programs for language guided robot manipulation | arXiv preprint arXiv:2211.06652 | Namasivayam Kalithasan Himanshu Singh Vishal Bindal Arnav Tuli Vishwajeet Agrawal | 2022/11/12 |
Fill in the blank: Exploring and enhancing llm capabilities for backward reasoning in math word problems | arXiv preprint arXiv:2310.01991 | Aniruddha Deb Neeva Oza Sarthak Singla Dinesh Khandelwal Dinesh Garg | 2023/10/3 |
Few Shot Generative Domain Adaptation Via Inference-Stage Latent Learning in GANs | Arnab Kumar Mondal Piyush Tiwary Parag Singla AP Prathosh | 2022/10/21 | |
Weakly Supervised Neuro-Symbolic Image Manipulation via Multi-Hop Complex Instructions | Harman Singh Poorva Garg Mohit Gupta Kevin Shah Arnab Kumar Mondal | 2022/9/29 | |
Few-shot cross-domain image generation via inference-time latent-code learning | Arnab Kumar Mondal Piyush Tiwary Parag Singla AP Prathosh | 2022/9/29 | |
Symnet 2.0: Effectively handling non-fluents and actions in generalized neural policies for rddl relational mdps | Vishal Sharma Daman Arora Florian Geißer Parag Singla | 2022/8/17 |
Co-Authors
