Kannan, Anitha
- Tackling Over-pruning in Variational Autoencoders
2017/06/09 by Serena Yeung, Anitha Kannan, Yeung, Serena +5 · 7 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Music and Audio Processing
- Transformation-Based Models of Video Sequences
2017/01/29 by Joost van Amersfoort, Anitha Kannan, van Amersfoort, Joost +9 · 9 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Image and Video Quality Assessment
- Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model
2017/06/05 by Jiasen Lu, Anitha Kannan, Lu, Jiasen +7 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Artificial Intelligence in Games
- Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs
2020/08/04 by McCreery, Clara H., Katariya, Namit, Kannan, Anitha +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization
2021/09/09 by Bharath Chintagunta, Chintagunta, Bharath, Namit Katariya +5 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
- Structured Query Reformulations in Commerce Search
2012/08/13 by Sreenivas Gollapudi, Gollapudi, Sreenivas, Samuel Ieong +3 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Web Data Mining and Analysis
- DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents
2023/03/30 by Nair, Varun, Schumacher, Elliot, Tso, Geoffrey +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation
2017/03/05 by Yang, Jianwei, Kannan, Anitha, Batra, Dhruv +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Medical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions
2020/11/12 by Mottaghi, Ali, Sarma, Prathusha K, Amatriain, Xavier +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models
2023/05/10 by Nair, Varun, Schumacher, Elliot, Kannan, Anitha · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Extrinsically-Focused Evaluation of Omissions in Medical Summarization
2023/11/14 by Elliot Schumacher, Daniel Rosenthal, Schumacher, Elliot +10 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson's Disease
2025/02/20 by Schumacher, Elliot, Naik, Dhruv, Kannan, Anitha · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences