Samir Yitzhak Gadre
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Natural Language Processing Techniques, Topic Modeling, Human Pose and Action Recognition, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time(2022)205 cited
- → CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation(2023)124 cited
- → End-User Robot Programming Using Mixed Reality(2019)77 cited
- → DataComp: In search of the next generation of multimodal datasets(2023)73 cited
- → OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models(2023)70 cited
- → Continuous Scene Representations for Embodied AI(2022)39 cited
- → Objaverse-XL: A Universe of 10M+ 3D Objects(2023)36 cited
- → Act the Part: Learning Interaction Strategies for Articulated Object Part Discovery(2021)35 cited
- → Patching open-vocabulary models by interpolating weights(2022)27 cited
- → Improving Multimodal Datasets with Image Captioning(2023)22 cited