Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workflows
Mercy Ranjit, Tanuja Ganu
Machine Learning for Health Symposium 2025 | November 2025
Tanuja Ganu
Director of Research Engineering
论文与出版物
-
-
-
Designing Culturally Aligned AI Systems For Social Good in Non-Western Contexts
Deepak Varuvel Dennison, Mohit Jain, Tanuja Ganu, Aditya Vashistha
September 2025
-
Teacher-AI Collaboration for Curating and Customizing Lesson Plans in Low-Resource Schools
Deepak Varuvel Dennison, Bakhtawar Ahtisham, Kavyansh Chourasia, Nirmit Arora, Rahul Singh, René F. Kizilcec, Akshay Nambi, Tanuja Ganu, Aditya Vashistha
June 2025
-
-
-
RadPhi-3: Small Language Models for Radiology
Mercy Ranjit, Shaury Srivastav, Tanuja Ganu
NeurIPS 2024 | November 2024
-
Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering
Pragya Srivastava, Manuj Malik, Vivek Gupta, Tanuja Ganu, Dan Roth
Findings of the Association for Computational Linguistics ACL 2024 | August 2024
编辑: Lun-Wei Ku, Andre Martins, Vivek Srikumar
-
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
Nemin Wu, Qian Cao, Zhangyu Wang, Zeping Liu, Yanlin Qi, Jielu Zhang, Joshua Ni, Xiaobai Yao, Hongxu Ma, Lan Mu, Stefano Ermon, Tanuja Ganu, Akshay Nambi, Ni Lao, Gengchen Mai
NeurIPS 2024 | June 2024
-
MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning
Somnath Kumar, Yash Gadhia, Tanuja Ganu, Akshay Nambi
NeurIPS OWA-2024 | June 2024
-
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang
June 2024
-
Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
Somnath Kumar, Vaibhav Balloli, Mercy Ranjit, Kabir Ahuja, Tanuja Ganu, Sunayana Sitaram, Kalika Bali, Akshay Nambi
May 2024
-
PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework
Eshaan Agarwal, Joykirat Singh, Vivek Dani, Raghav Magazine, Tanuja Ganu, Akshay Nambi
May 2024
-
-
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
-
MEGA: Multilingual Evaluation of Generative AI
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
EMNLP 2023 | October 2023
-
Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | June 2023
-
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs
Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali
May 2023
-
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models
Mercy Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu
May 2023
-
-
-
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet
Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022
-
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury
Thirty-sixth AAAI Conference on Artificial Intelligence | February 2022
System Demonstration
-
-
-
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
-
Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework
Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant
2021 Knowledge Discovery and Data Mining | August 2021
-
GCM: A Toolkit for Generating Synthetic Code-mixed Text
Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, Sunayana Sitaram
2021 Conference of the European Chapter of the Association for Computational Linguistics | April 2021
-
-
-
Designing Culturally Aligned AI Systems For Social Good in Non-Western Contexts
Deepak Varuvel Dennison, Mohit Jain, Tanuja Ganu, Aditya Vashistha
September 2025
-
Teacher-AI Collaboration for Curating and Customizing Lesson Plans in Low-Resource Schools
Deepak Varuvel Dennison, Bakhtawar Ahtisham, Kavyansh Chourasia, Nirmit Arora, Rahul Singh, René F. Kizilcec, Akshay Nambi, Tanuja Ganu, Aditya Vashistha
June 2025
-
RadPhi-3: Small Language Models for Radiology
Mercy Ranjit, Shaury Srivastav, Tanuja Ganu
NeurIPS 2024 | November 2024
-
Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering
Pragya Srivastava, Manuj Malik, Vivek Gupta, Tanuja Ganu, Dan Roth
Findings of the Association for Computational Linguistics ACL 2024 | August 2024
编辑: Lun-Wei Ku, Andre Martins, Vivek Srikumar
-
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
Nemin Wu, Qian Cao, Zhangyu Wang, Zeping Liu, Yanlin Qi, Jielu Zhang, Joshua Ni, Xiaobai Yao, Hongxu Ma, Lan Mu, Stefano Ermon, Tanuja Ganu, Akshay Nambi, Ni Lao, Gengchen Mai
NeurIPS 2024 | June 2024
-
MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning
Somnath Kumar, Yash Gadhia, Tanuja Ganu, Akshay Nambi
NeurIPS OWA-2024 | June 2024
-
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang
June 2024
-
Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
Somnath Kumar, Vaibhav Balloli, Mercy Ranjit, Kabir Ahuja, Tanuja Ganu, Sunayana Sitaram, Kalika Bali, Akshay Nambi
May 2024
-
PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework
Eshaan Agarwal, Joykirat Singh, Vivek Dani, Raghav Magazine, Tanuja Ganu, Akshay Nambi
May 2024
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
-
MEGA: Multilingual Evaluation of Generative AI
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
EMNLP 2023 | October 2023
-
Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | June 2023
-
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs
Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali
May 2023
-
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models
Mercy Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu
May 2023
-
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet
Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022
-
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury
Thirty-sixth AAAI Conference on Artificial Intelligence | February 2022
System Demonstration
-
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
-
Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework
Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant
2021 Knowledge Discovery and Data Mining | August 2021
-
-
-
Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workflows
Mercy Ranjit, Tanuja Ganu
Machine Learning for Health Symposium 2025 | November 2025
-
RadPhi-3: Small Language Models for Radiology
Mercy Ranjit, Shaury Srivastav, Tanuja Ganu
NeurIPS 2024 | November 2024
-
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models
Mercy Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu
May 2023
-
-
-
Designing Culturally Aligned AI Systems For Social Good in Non-Western Contexts
Deepak Varuvel Dennison, Mohit Jain, Tanuja Ganu, Aditya Vashistha
September 2025
-
MEGA: Multilingual Evaluation of Generative AI
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
EMNLP 2023 | October 2023
-
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury
Thirty-sixth AAAI Conference on Artificial Intelligence | February 2022
System Demonstration
-
GCM: A Toolkit for Generating Synthetic Code-mixed Text
Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, Sunayana Sitaram
2021 Conference of the European Chapter of the Association for Computational Linguistics | April 2021
-
-
-
MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning
Somnath Kumar, Yash Gadhia, Tanuja Ganu, Akshay Nambi
NeurIPS OWA-2024 | June 2024
-
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang
June 2024
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
-
Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | June 2023
-
-
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
-
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs
Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali
May 2023
-
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet
Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022
-
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
-
-
-
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs
Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali
May 2023
-
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
-
Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework
Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant
2021 Knowledge Discovery and Data Mining | August 2021
-
-
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
-
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet
Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022
-
-
-
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
-
Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework
Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant
2021 Knowledge Discovery and Data Mining | August 2021
-
-
-
Designing Culturally Aligned AI Systems For Social Good in Non-Western Contexts
Deepak Varuvel Dennison, Mohit Jain, Tanuja Ganu, Aditya Vashistha
September 2025
-
Teacher-AI Collaboration for Curating and Customizing Lesson Plans in Low-Resource Schools
Deepak Varuvel Dennison, Bakhtawar Ahtisham, Kavyansh Chourasia, Nirmit Arora, Rahul Singh, René F. Kizilcec, Akshay Nambi, Tanuja Ganu, Aditya Vashistha
June 2025
-
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models
Mercy Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu
May 2023
-
-
-
Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workflows
Mercy Ranjit, Tanuja Ganu
Machine Learning for Health Symposium 2025 | November 2025
-
RadPhi-3: Small Language Models for Radiology
Mercy Ranjit, Shaury Srivastav, Tanuja Ganu
NeurIPS 2024 | November 2024
-
Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering
Pragya Srivastava, Manuj Malik, Vivek Gupta, Tanuja Ganu, Dan Roth
Findings of the Association for Computational Linguistics ACL 2024 | August 2024
编辑: Lun-Wei Ku, Andre Martins, Vivek Srikumar
-
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
Nemin Wu, Qian Cao, Zhangyu Wang, Zeping Liu, Yanlin Qi, Jielu Zhang, Joshua Ni, Xiaobai Yao, Hongxu Ma, Lan Mu, Stefano Ermon, Tanuja Ganu, Akshay Nambi, Ni Lao, Gengchen Mai
NeurIPS 2024 | June 2024
-
MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning
Somnath Kumar, Yash Gadhia, Tanuja Ganu, Akshay Nambi
NeurIPS OWA-2024 | June 2024
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
-
MEGA: Multilingual Evaluation of Generative AI
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
EMNLP 2023 | October 2023
-
Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | June 2023
-
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet
Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022
-
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury
Thirty-sixth AAAI Conference on Artificial Intelligence | February 2022
System Demonstration
-
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
-
Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework
Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant
2021 Knowledge Discovery and Data Mining | August 2021
-
GCM: A Toolkit for Generating Synthetic Code-mixed Text
Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, Sunayana Sitaram
2021 Conference of the European Chapter of the Association for Computational Linguistics | April 2021
-
-
-
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang
June 2024
-
Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
Somnath Kumar, Vaibhav Balloli, Mercy Ranjit, Kabir Ahuja, Tanuja Ganu, Sunayana Sitaram, Kalika Bali, Akshay Nambi
May 2024
-
PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework
Eshaan Agarwal, Joykirat Singh, Vivek Dani, Raghav Magazine, Tanuja Ganu, Akshay Nambi
May 2024
-
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs
Vaibhav Balloli, Mercy Ranjit, Akshay Nambi, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali
May 2023
-