Selected Research:

• Tanzila Rahman, Shweta Mahajan, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov, Leonid Sigal. Visual Concept-driven Image Generation with Text-to-Image Diffusion Model. (under review) (pdf)

• Shweta Mahajan, Tanzila Rahman, Kwang Moo Yi, Leonid Sigal. Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models. CVPR 2024 (pdf)

• Tanzila Rahman, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov, Shweta Mahajan, and Leonid Sigal. Make-A-Story: Visual Memory Conditioned Consistent Story Generation. CVPR 2023 (pdf, video)

• Tanzila Rahman, Mengyu Yang and Leonid Sigal. TriBERT: Human-centric Audio-visual Representation Learning. NeurIPS 2021. (pdf)

• Tanzila Rahman and Leonid Sigal. Weakly-supervised Audio-visual Sound Source Detection and Separation. IEEE International Conference on Multimedia and Expo (ICME) 2021. (Oral presentation)(pdf, video) 

• Tanzila Rahman, Shih-Han Chou, Leonid Sigal and Giuseppe Carenini. An Improved Attention for Visual Question Answering. 4th Multimodal Learning and Applications Workshop (in conjunction with CVPR 2021). (pdf, video) 

• Tanzila Rahman, Bicheng Xu and Leonid Sigal. Watch, Listen and Tell: Multi-modal Weakly Supervised Dense Event Captioning. IEEE/CVF International Conference on Computer Vision (ICCV), 2019. (pdf)

• Tanzila Rahman, Mrigank Rochan and Yang Wang. Video-based Person Re-identification Using Refined Attention Networks. IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2019. (pdf)

• Shivansh Rao, Peng Cao, Tanzila Rahman, Mrigank Rochan and Yang Wang. Non-local Attentive Temporal Network for Video-based Person Re-Identification. IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2019. (pdf)

• Tanzila Rahman, Mrigank Rochan and Yang Wang. "Convolutional Temporal Attention Model for Video-based Person Re-identification". IEEE International Conference on Multimedia and Expo (ICME) 2019. (pdf)

• Md Atiqur Rahman, Tanzila Rahman, Robert Laganière, Noman Mohammed and Yang Wang. "Membership Inference Attack against Differentially Private Deep Learning Model", Transactions on Data Privacy 2018 (61-79). (pdf)

• Tanzila Rahman, Mrigank Rochan and Yang Wang. "Person Re-Identification by Localizing Discriminative Regions". The 28th British Machine Vision Conference (BMVC) 2017. (pdf)

Please see Google Scholar for all publication list.

MS.c. Thesis: 

• Tanzila Rahman. "Person Re-identification in Images and Videos". M.Sc. Thesis. Department of Computer Science. University of Manitoba. August 2018. (pdf)