2022

Mahajan, Shweta (2022)
Multimodal Representation Learning for Diverse Synthesis with Deep Generative Models.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00021651
Dissertation, Erstveröffentlichung, Verlagsversion

2021

Mahajan, Shweta ; Roth, Stefan (2021)
PixelPyramids: Exact Inference Models from Lossless Image Pyramids.
IEEE/CVF International Conference on Computer Vision (ICCV'21). virtual Conference (11.10.2021-17.10.2021)
doi: 10.1109/ICCV48922.2021.00657
Konferenzveröffentlichung, Bibliographie

Klein, Franz ; Mahajan, Shweta ; Roth, Stefan (2021)
Diverse Image Captioning with Grounded Style.
43rd German Conference on Pattern Recognition (GCPR 2021). (28.09.2021-01.10.2021)
doi: 10.1007/978-3-030-92659-5_27
Konferenzveröffentlichung, Bibliographie

2020

Mahajan, Shweta ; Roth, Stefan (2020)
Diverse Image Captioning with Context-Object Split Latent Spaces.
34th Conference on Neural Information Processing Systems (NeurIPS 2020). virtual Conference (06.12.2020-12.12.2020)
Konferenzveröffentlichung, Bibliographie

Bhattacharyya, Apratim ; Mahajan, Shweta ; Fritz, Mario ; Schiele, Bernt ; Roth, Stefan (2020)
Normalizing Flows With Multi-Scale Autoregressive Priors.
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition. virtual Conference (14.06.2020-19.06.2020)
doi: 10.1109/CVPR42600.2020.00844
Konferenzveröffentlichung, Bibliographie

Mahajan, Shweta ; Gurevych, Iryna ; Roth, Stefan (2020)
Latent Normalizing Flows for Many-to-Many Cross Domain Mappings.
The Eighth International Conference on Learning Representations (ICLR 2020). Addis Ababa, Ethiopia (26.04.2020-30.04.2020)
Konferenzveröffentlichung, Bibliographie

2019

Mahajan, Shweta ; Botschen, Teresa ; Gurevych, Iryna ; Roth, Stefan (2019)
Joint Wasserstein Autoencoders for Aligning Multimodal Embeddings.
ICCV 2019 Workshop on Cross-Modal Learning in Real World. Seoul, Korea (27.10.2019-02.11.2019)
Konferenzveröffentlichung, Bibliographie