Candace Ross
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality(2022)172 cited
- → Perturbation Augmentation for Fairer NLP(2022)52 cited
- → CM3: A Causal Masked Multimodal Model of the Internet(2022)40 cited
- → An Introduction to Vision-Language Modeling(2024)33 cited
- → Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning(2023)27 cited
- → FACET: Fairness in Computer Vision Evaluation Benchmark(2023)22 cited
- → Grounding language acquisition by training semantic parsers using captioned videos(2018)16 cited
- → Learning a natural-language to LTL executable semantic parser for\n grounded robotics(2020)6 cited
- → Improving Text-to-Image Consistency via Automatic Prompt Optimization(2024)6 cited