Balaji Krishnamurthy
- Explain Your Move: Understanding Agent Actions Using Specific and\n Relevant Feature Attribution
2019/12/23 by Nikaash Puri, Sukriti Verma, Puri, Nikaash +11 · 14 citations
Computer Science · #Advanced Text Analysis Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
- Harnessing the Vulnerability of Latent Layers in Adversarially Trained\n Models
2019/05/13 by Mayank Singh, Abhishek Sinha, Singh, Mayank +9 · 10 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors
2021/09/14 by Ayush Chopra, Rishabh Jain, Chopra, Ayush +5 · 6 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- CABINET: Content Relevance based Noise Reduction for Table Question Answering
2024/02/02 by Sohan Patnaik, Heril Changwal, Patnaik, Sohan +9 · 8 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Differentiable Agent-based Epidemiology
2022/07/20 by Ayush Chopra, Chopra, Ayush, Alexander Rodríguez +10 · 6 citations
Mathematics · #Artificial Intelligence (cs.AI) #COVID-19 epidemiological studies #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Populations and Evolution (q-bio.PE) #Quantitative Methods (q-bio.QM)
- Measuring and Improving Persuasiveness of Large Language Models
2024/10/03 by Somesh Singh, Singh, Somesh, Harini SI +4 · 9 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
- On Conditioning the Input Noise for Controlled Image Generation with Diffusion Models
2022/05/08 by Vedant Singh, Singh, Vedant, Surgan Jandial +9 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Music and Audio Processing
- A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot
2023/05/16 by Aanisha Bhattacharya, Bhattacharya, Aanisha, Singla, Yaman K +6 · 4 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimodal Machine Learning Applications #Topic Modeling
- Introspection: Accelerating Neural Network Training By Learning Weight\n Evolution
2017/04/17 by Abhishek Sinha, Sinha, Abhishek, Mausoom Sarkar +5 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Long-Term Ad Memorability: Understanding & Generating Memorable Ads
2023/09/01 by S I Harini, SI, Harini, Somesh Singh +12 · 4 citations
Computer Science · Engineering · #Persona Design and Applications #Innovative Human-Technology Interaction #Design Education and Practice
- Neural Networks in Adversarial Setting and Ill-Conditioned Weight Space
2018/01/03 by Mayank Singh, Abhishek Sinha, Singh, Mayank +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Exploring Neural Models for Parsing Natural Language into First-Order Logic
2020/02/16 by Hrituraj Singh, Singh, Hrituraj, Balaji Krishnamurthy +2 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Synthesizing Human Gaze Feedback for Improved NLP Performance
2023/02/11 by Varun Khurana, Khurana, Varun, Nora Hollenstein +5 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Topic Modeling
- CoPrompter: User-Centric Evaluation of LLM Instruction Alignment for Improved Prompt Engineering
2024/11/09 by Ishika Joshi, Simra Shahid, Joshi, Ishika +13 · 5 citations
Computer Science · Engineering · #Experimental Learning in Engineering #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Radiation Effects in Electronics #Software Testing and Debugging Techniques
- Parameter Efficient Local Implicit Image Function Network for Face Segmentation
2023/03/27 by Mausoom Sarkar, Nikitha SR, Sarkar, Mausoom +7 · 2 citations
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
2023/09/01 by Abhijeet Khandelwal, Khandelwal, Ashmit, Aditya Agrawal +18 · 2 citations
Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
- Explaining RL Decisions with Trajectories
2023/05/06 by Shripad Deshmukh, Deshmukh, Shripad Vilasrao, Arpan Dasgupta +11 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training
2023/08/22 by Silky Singh, Shripad Deshmukh, Singh, Silky +5 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- OpticalGAN : Generative Adversarial Networks for Continuous Variable Quantum Computation
2019/09/15 by Nilay Shrivastava, Shrivastava, Nilay, Nikaash Puri +7 · 1 citation
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Quantum Information and Cryptography #Optical Network Technologies
- Behavior Optimized Image Generation
2023/11/18 by Varun Khurana, Khurana, Varun, Singla, Yaman K +10 · 2 citations
Neuroscience · Computer Science · #Aesthetic Perception and Analysis #Image Retrieval and Classification Techniques #Generative Adversarial Networks and Image Synthesis
- AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models
2025/03/01 by Sohan Patnaik, Patnaik, Sohan, Rishabh Jain +5 · 4 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Interactive and Immersive Displays #Multimodal Machine Learning Applications
- Multi-Modal Association based Grouping for Form Structure Extraction
2021/07/09 by Milan Aggarwal, Aggarwal, Milan, Mausoom Sarkar +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Music and Audio Processing
- DeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks
2021/10/08 by Ayush Chopra, Chopra, Ayush, Esma S. Gel +13 · 1 citation
Computer Science · Mathematics · Medicine · Psychology · #COVID-19 diagnosis using AI #COVID-19 epidemiological studies #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Mental Health Research Topics #Multiagent Systems (cs.MA) #Probability and Statistical Research
- MAGIX: Model Agnostic Globally Interpretable Explanations
2017/06/22 by Nikaash Puri, Puri, Nikaash, Piyush Gupta +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Statistical and Computational Modeling
- Persuasion Strategies in Advertisements
2022/08/20 by Rajat Kumar Jha, Singla, Yaman Kumar, Jha, Rajat +15 · 1 citation
Arts and Humanities · Social Sciences · #Climate Change Communication and Perception #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Media Influence and Health #Misinformation and Its Impacts
- MINIMAL: Mining Models for Data Free Universal Adversarial Triggers
2021/09/25 by Swapnil Parekh, Yaman Kumar, Parekh, Swapnil +9 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications
- FODVid: Flow-guided Object Discovery in Videos
2023/07/10 by Silky Singh, Shripad Deshmukh, Singh, Silky +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Teaching Human Behavior Improves Content Understanding Abilities Of LLMs
2024/05/02 by Somesh Singh, S Harini, Singh, Somesh +10 · 1 citation
Computer Science · #Open Education and E-Learning
- INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models
2023/05/11 by H S V N S Kowndinya Renduchintala, Renduchintala, H S V N S Kowndinya, Krishnateja Killamsetty +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- All Should Be Equal in the Eyes of Language Models: Counterfactually Aware Fair Text Generation
2023/11/09 by Pragyan Banerjee, Abhinav Java, Banerjee, Pragyan +11 · 1 citation
Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using Status-Quo Loss
2020/01/15 by Pinkesh Badjatiya, Mausoom Sarkar, Badjatiya, Pinkesh +11 · 1 citation
Social Sciences · Psychology · #Evolutionary Game Theory and Cooperation #Experimental Behavioral Economics Studies #Evolutionary Psychology and Human Behavior
- ReEdit: Multimodal Exemplar-Based Image Editing with Diffusion Models
2024/11/06 by Ashutosh Srivastava, Tarun Ram Menta, Srivastava, Ashutosh +10 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques