Damien Teney
Idiap Research Institute(CH)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques, Topic Modeling, Machine Learning and Data Classification
Most-Cited Works
- → Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering(2018)4,998 cited
- → Visual question answering: A survey of methods and datasets(2017)423 cited
- Bottom-Up and Top-Down Attention for Image Captioning and VQA.(2017)
- → Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models(2021)174 cited
- → Counterfactual Vision and Language Learning(2020)118 cited
- → Active Learning by Feature Mixing(2022)110 cited
- → On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law(2020)76 cited
- → Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in\n Visual Question Answering(2021)62 cited
- → Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments(2018)62 cited