Vedantam, Ramakrishna
- CIDEr: Consensus-based Image Description Evaluation
2014/11/20 by Ramakrishna Vedantam, C. Lawrence Zitnick, Vedantam, Ramakrishna +3 · 180 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
- Microsoft COCO Captions: Data Collection and Evaluation Server
2015/04/01 by Xinlei Chen, Hao Fang, Chen, Xinlei +11 · 132 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Grad-CAM: Why did you say that?
2016/11/22 by Ramprasaath R. Selvaraju, Selvaraju, Ramprasaath R, Abhishek Das +9 · 25 citations
Computer Science · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Domain Adaptation and Few-Shot Learning
- Hyperbolic Image-Text Representations
2023/04/18 by Desai, Karan, Nickel, Maximilian, Rajpurohit, Tanmay +2 · 21 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Generative Models of Visually Grounded Imagination
2017/05/30 by Ramakrishna Vedantam, Ian Fischer, Vedantam, Ramakrishna +5 · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Improving Selective Visual Question Answering by Learning from Your Peers
2023/06/14 by Dancette, Corentin, Whitehead, Spencer, Maheshwary, Rishabh +5 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Context-aware Captions from Context-agnostic Supervision
2017/01/11 by Ramakrishna Vedantam, Vedantam, Ramakrishna, Samy Bengio +7 · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
- Learning Optimal Representations with the Decodable Information Bottleneck
2020/09/27 by Yann Dubois, Douwe Kiela, Dubois, Yann +5 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms
- Counting Everyday Objects in Everyday Scenes
2016/04/12 by Chattopadhyay, Prithvijit, Vedantam, Ramakrishna, Selvaraju, Ramprasaath R. +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering
2019/02/21 by Ramakrishna Vedantam, Karan Desai, Vedantam, Ramakrishna +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
- CURI: A Benchmark for Productive Concept Learning Under Uncertainty
2020/10/06 by Vedantam, Ramakrishna, Szlam, Arthur, Nickel, Maximilian +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios
2024/10/22 by Kai Wang, Wang, Kai, Zekai Li +15 · 4 citations
Engineering · Computer Science · #Advanced Data Processing Techniques #Data Stream Mining Techniques #Fuzzy Logic and Control Systems
- Understanding the Detrimental Class-level Effects of Data Augmentation
2023/12/07 by Polina Kirichenko, Mark Ibrahim, Kirichenko, Polina +11 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification