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Divakaran, Ajay

  1. DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback
    2023/11/16 by Yangyi Chen, Karan Sikka, Chen, Yangyi +7 · 31 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  2. Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models
    2023/09/08 by Yangyi Chen, Chen, Yangyi, Karan Sikka +7 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  3. Zero-Shot Object Detection
    2018/04/12 by Bansal, Ankan, Sikka, Karan, Sharma, Gaurav +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Integrating Text and Image: Determining Multimodal Document Intent in\n Instagram Posts
    2019/04/19 by J.W. Kruk, Jonah Lubin, Kruk, Julia +9 · 6 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  5. Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment
    2019/03/27 by Datta, Samyak, Sikka, Karan, Roy, Anirban +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. FoodX-251: A Dataset for Fine-grained Food Classification
    2019/07/14 by Parneet Kaur, Karan Sikka, Kaur, Parneet +7 · 4 citations
    Computer Science · Engineering · Medicine · #Advanced Chemical Sensor Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Nutritional Studies and Diet
  7. Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification
    2024/07/02 by Pritish Kumar Sahu, Karan Sikka, Sahu, Pritish +3 · 10 citations
    Neuroscience · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Hallucinations in medical conditions #Psychedelics and Drug Studies
  8. Data-Efficient Mutual Information Neural Estimator
    2019/05/08 by Lin Xiao, Indranil Sur, Lin, Xiao +9 · 3 citations
    Computer Science · Neuroscience · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2
    2022/08/09 by Zachary Daniels, Aswin Raghavan, Daniels, Zachary +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  10. Unpacking Large Language Models with Conceptual Consistency
    2022/09/29 by Sahu, Pritish, Cogswell, Michael, Gong, Yunye +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation
    2019/09/10 by Ray, Arijit, Sikka, Karan, Divakaran, Ajay +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Multilingual Content Moderation: A Case Study on Reddit
    2023/02/19 by Meng Ye, Karan Sikka, Ye, Meng +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  13. Probing Conceptual Understanding of Large Visual-Language Models
    2023/04/07 by Schiappa, Madeline, Abdullah, Raiyaan, Azad, Shehreen +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Combining Weakly and Webly Supervised Learning for Classifying Food Images
    2017/12/23 by Parneet Kaur, Karan Sikka, Kaur, Parneet +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning and Data Classification #Metabolomics and Mass Spectrometry Studies
  15. Stacked Spatio-Temporal Graph Convolutional Networks for Action\n Segmentation
    2018/11/26 by Pallabi Ghosh, Yi Yao, Ghosh, Pallabi +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  16. BloomVQA: Assessing Hierarchical Multi-modal Comprehension
    2023/12/20 by Yunye Gong, Gong, Yunye, Robik Shrestha +11 · 2 citations
    Computer Science · Psychology · #Topic Modeling #Educational Strategies and Epistemologies
  17. Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning
    2023/10/16 by Anirudh Som, Som, Anirudh, Karan Sikka +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Web Application Security Vulnerabilities
  18. Comprehension Based Question Answering using Bloom's Taxonomy
    2021/06/08 by Sahu, Pritish, Cogswell, Michael, Rutherford-Quach, Sara +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Confidence Calibration for Systems with Cascaded Predictive Modules
    2023/09/21 by Yunye Gong, Yi Yao, Gong, Yunye +7 · 1 citation
    Engineering · Neuroscience · #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Tactile and Sensory Interactions
  20. Understanding Visual Ads by Aligning Symbols and Objects using Co-Attention
    2018/07/04 by Karuna Ahuja, Karan Sikka, Ahuja, Karuna +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization