Krishnamurthy, Balaji

45 publications

CVPR 2025 AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-Modal Large Language Models Sohan Patnaik, Rishabh Jain, Balaji Krishnamurthy, Mausoom Sarkar

ICLR 2025 It Helps to Take a Second Opinion: Teaching Smaller LLMs to Deliberate Mutually via Selective Rationale Optimisation Sohan Patnaik, Milan Aggarwal, Sumit Bhatia, Balaji Krishnamurthy

WACV 2025 Long-Term Ad Memorability: Understanding & Generating Memorable Ads Harini Si, Somesh Singh, Yaman Kumar Singla, Aanisha Bhattacharyya, Veeky Baths, Changyou Chen, Rajiv Ratn Shah, Balaji Krishnamurthy

ICLR 2025 Measuring and Improving Engagement of Text-to-Image Generation Models Varun Khurana, Yaman Kumar Singla, Jayakumar Subramanian, Changyou Chen, Rajiv Ratn Shah, Zhiqiang Xu, Balaji Krishnamurthy

ICLR 2025 Measuring and Improving Persuasiveness of Large Language Models Somesh Kumar Singh, Yaman Kumar Singla, S I Harini, Balaji Krishnamurthy

WACV 2025 ReEdit: Multimodal Exemplar-Based Image Editing Ashutosh Srivastava, Tarun Ram Menta, Abhinav Java, Avadhoot Gorakh Jadhav, Silky Singh, Surgan Jandial, Balaji Krishnamurthy

NeurIPS 2025 SPRO: Improving Image Generation via Self-Play Ritika Jha, Aanisha Bhattacharyya, Yaman Kumar Singla, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy

ICLR 2025 Teaching Human Behavior Improves Content Understanding Abilities of VLMs Somesh Kumar Singh, S I Harini, Yaman Kumar Singla, Changyou Chen, Rajiv Ratn Shah, Veeky Baths, Balaji Krishnamurthy

CVPRW 2024 Active Transferability Estimation Tarun Ram Menta, Surgan Jandial, Akash Patil, Saketh Bachu, K. B. Vimal, Balaji Krishnamurthy, Vineeth N. Balasubramanian, Mausoom Sarkar, Chirag Agarwal

AAAI 2024 All Should Be Equal in the Eyes of LMs: Counterfactually Aware Fair Text Generation Pragyan Banerjee, Abhinav Java, Surgan Jandial, Simra Shahid, Shaz Furniturewala, Balaji Krishnamurthy, Sumit Bhatia

ICLR 2024 CABINET: Content Relevance-Based Noise Reduction for Table Question Answering Sohan Patnaik, Heril Changwal, Milan Aggarwal, Sumit Bhatia, Yaman Kumar, Balaji Krishnamurthy

AAAI 2024 Evaluating the Efficacy of Prompting Techniques for Debiasing Language Model Outputs (Student Abstract) Shaz Furniturewala, Surgan Jandial, Abhinav Java, Simra Shahid, Pragyan Banerjee, Balaji Krishnamurthy, Sumit Bhatia, Kokil Jaidka

ICLR 2024 Large Content and Behavior Models to Understand, Simulate, and Optimize Content and Behavior Ashmit Khandelwal, Aditya Agrawal, Aanisha Bhattacharyya, Yaman Kumar, Somesh Singh, Uttaran Bhattacharya, Ishita Dasgupta, Stefano Petrangeli, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy

NeurIPSW 2023 AgentTorch: Agent-Based Modeling with Automatic Differentiation Ayush Chopra, Jayakumar Subramanian, Balaji Krishnamurthy, Ramesh Raskar

ICLR 2023 Explaining RL Decisions with Trajectories Shripad Vilasrao Deshmukh, Arpan Dasgupta, Balaji Krishnamurthy, Nan Jiang, Chirag Agarwal, Georgios Theocharous, Jayakumar Subramanian

CVPRW 2023 Gatha: Relational Loss for Enhancing Text-Based Style Transfer Surgan Jandial, Shripad V. Deshmukh, Abhinav Java, Simra Shahid, Balaji Krishnamurthy

WACV 2023 One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text Abhinav Java, Shripad Deshmukh, Milan Aggarwal, Surgan Jandial, Mausoom Sarkar, Balaji Krishnamurthy

CVPR 2023 Parameter Efficient Local Implicit Image Function Network for Face Segmentation Mausoom Sarkar, Nikitha Sr, Mayur Hemani, Rishabh Jain, Balaji Krishnamurthy

AAAI 2023 Persuasion Strategies in Advertisements Yaman Kumar, Rajat Jha, Arunim Gupta, Milan Aggarwal, Aditya Garg, Tushar Malyan, Ayush Bhardwaj, Rajiv Ratn Shah, Balaji Krishnamurthy, Changyou Chen

ICCV 2023 UMFuse: Unified Multi View Fusion for Human Editing Applications Rishabh Jain, Mayur Hemani, Duygu Ceylan, Krishna Kumar Singh, Jingwan Lu, Mausoom Sarkar, Balaji Krishnamurthy

CVPR 2023 VGFlow: Visibility Guided Flow Network for Human Reposing Rishabh Jain, Krishna Kumar Singh, Mayur Hemani, Jingwan Lu, Mausoom Sarkar, Duygu Ceylan, Balaji Krishnamurthy

WACV 2022 Data InStance Prior (DISP) in Generative Adversarial Networks Puneet Mangla, Nupur Kumari, Mayank Singh, Balaji Krishnamurthy, Vineeth N. Balasubramanian

ICMLW 2022 Differentiable Agent-Based Epidemiological Modeling for End-to-End Learning Ayush Chopra, Alexander Rodríguez, Jayakumar Subramanian, Balaji Krishnamurthy, B. Aditya Prakash, Ramesh Raskar

ECCV 2022 Distilling the Undistillable: Learning from a Nasty Teacher Surgan Jandial, Yash Khasbage, Arghya Pal, Vineeth N Balasubramanian, Balaji Krishnamurthy

AAAI 2022 MINIMAL: Mining Models for Universal Adversarial Triggers Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah

WACV 2022 SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval Surgan Jandial, Pinkesh Badjatiya, Pranit Chawla, Ayush Chopra, Mausoom Sarkar, Balaji Krishnamurthy

NeurIPSW 2022 Trajectory-Based Explainability Framework for Offline RL Shripad Vilasrao Deshmukh, Arpan Dasgupta, Chirag Agarwal, Nan Jiang, Balaji Krishnamurthy, Georgios Theocharous, Jayakumar Subramanian

WACV 2021 LT-GAN: Self-Supervised GAN with Latent Transformation Detection Parth Patel, Nupur Kumari, Mayank Singh, Balaji Krishnamurthy

CVPRW 2021 Leveraging Style and Content Features for Text Conditioned Image Retrieval Pranit Chawla, Surgan Jandial, Pinkesh Badjatiya, Ayush Chopra, Mausoom Sarkar, Balaji Krishnamurthy

NeurIPSW 2021 Status-Quo Policy Gradient in Multi-Agent Reinforcement Learning Pinkesh Badjatiya, Mausoom Sarkar, Nikaash Puri, Jayakumar Subramanian, Abhishek Sinha, Siddharth Singh, Balaji Krishnamurthy

ICCV 2021 ZFlow: Gated Appearance Flow-Based Virtual Try-on with 3D Priors Ayush Chopra, Rishabh Jain, Mayur Hemani, Balaji Krishnamurthy

ECCV 2020 Attributional Robustness Training Using Input-Gradient Spatial Alignment Mayank Singh, Nupur Kumari, Puneet Mangla, Abhishek Sinha, Vineeth N Balasubramanian, Balaji Krishnamurthy

WACV 2020 Charting the Right Manifold: Manifold Mixup for Few-Shot Learning Puneet Mangla, Nupur Kumari, Abhishek Sinha, Mayank Singh, Balaji Krishnamurthy, Vineeth N Balasubramanian

ECCV 2020 Document Structure Extraction Using Prior Based High Resolution Hierarchical Semantic Segmentation Mausoom Sarkar, Milan Aggarwal, Arneh Jain, Hiresh Gupta, Balaji Krishnamurthy

ICLR 2020 Explain Your Move: Understanding Agent Actions Using Focused Feature Saliency Piyush Gupta, Nikaash Puri, Sukriti Verma, Dhruv Kayastha, Shripad Deshmukh, Balaji Krishnamurthy, Sameer Singh

WACV 2020 Multi-Modal Association Based Grouping for Form Structure Extraction Milan Aggarwal, Mausoom Sarkar, Hiresh Gupta, Balaji Krishnamurthy

WACV 2020 SieveNet: A Unified Framework for Robust Image-Based Virtual Try-on Surgan Jandial, Ayush Chopra, Kumar Ayush, Mayur Hemani, Balaji Krishnamurthy, Abhijeet Halwai

IJCAI 2020 SimPropNet: Improved Similarity Propagation for Few-Shot Image Segmentation Siddhartha Gairola, Mayur Hemani, Ayush Chopra, Balaji Krishnamurthy

WACV 2020 Towards a Unified Framework for Visual Compatibility Prediction Anirudh Singhal, Ayush Chopra, Kumar Ayush, Utkarsh Patel Govind, Balaji Krishnamurthy

WACV 2019 Attention Based Natural Language Grounding by Navigating Virtual Environment Abhishek Sinha, Akilesh B, Mausoom Sarkar, Balaji Krishnamurthy

IJCAI 2019 Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models Nupur Kumari, Mayank Singh, Abhishek Sinha, Harshitha Machiraju, Balaji Krishnamurthy, Vineeth N. Balasubramanian

CVPRW 2019 Powering Robust Fashion Retrieval with Information Rich Feature Embeddings Ayush Chopra, Abhishek Sinha, Hiresh Gupta, Mausoom Sarkar, Kumar Ayush, Balaji Krishnamurthy

ICCVW 2019 Powering Virtual Try-on via Auxiliary Human Segmentation Learning Kumar Ayush, Surgan Jandial, Ayush Chopra, Balaji Krishnamurthy

ICCVW 2019 Robust Cloth Warping via Multi-Scale Patch Adversarial Loss for Virtual Try-on Framework Kumar Ayush, Surgan Jandial, Ayush Chopra, Mayur Hemani, Balaji Krishnamurthy

ICLR 2017 Introspection: Accelerating Neural Network Training by Learning Weight Evolution Abhishek Sinha, Aahitagni Mukherjee, Mausoom Sarkar, Balaji Krishnamurthy