Publications
Neodragon: Mobile Video Generation using Diffusion Transformer
Animesh Karnewar, Denis Korzhenkov, Ioannis Lelekas, Noor Fathima, Adil Karjauv, Mohsen Ghafoorian, Amir Habibian
Hybrid Gaussian Splatting for Novel Urban View Synthesis
Mohamed Omran, Farhad Zanjani, Davide Abati, Jens Petersen, Amir Habibian
ADAPTOR: Adaptive Token Reduction for Video Diffusion Transformers
Elia Peruzzo, Adil Karjauv, Nicu Sebe, Amir Ghodrati, Amir Habibian
Gaussian Splatting is an Effective Data Generator for 3D Object Detection
Farhad G. Zanjani, Davide Abati, Auke Wiggers, Dimitris Kalatzis, Jens Petersen, Hong Cai, Amir Habibian
Scene-Aware Location Modeling for Data Augmentation in Automotive Object Detection
Jens Petersen, Davide Abati, Amir Habibian, Auke Wiggers
Controllable 3D Placement of Objects with Scene-Aware Diffusion Models
Mohamed Omran, Dimitris Kalatzis, Jens Petersen, Amir Habibian, Auke Wiggers
VaLID: Variable-Length Input Diffusion for Novel View Synthesis
Shijie Li, Farhad G. Zanjani, Haitam Ben Yahia, Yuki M. Asano, Juergen Gall, Amir Habibian
ResQ: Residual Quantization for Video Perception
Davide Abati, Haitam Ben Yahia, Markus Nagel, Amir Habibian
Skip-Attention: Improving Vision Transformers by Paying Less Attention
Shashanka Venkataramanan, Amir Ghodrati, Yuki M. Asano, Fatih Porikli, Amir Habibian
SALISA: Saliency-Based Input Sampling for Efficient Video Object Detection
Babak Ehteshami Bejnordi, Amir Habibian, Fatih Porikli, Amir Ghodrati
Region-of-Interest based Neural Video Compression
Yura Perugachi-Diaz, Guillaume Sautiere, Davide Abati, Yang Yang, Amir Habibian, Taco S. Cohen
Conditional Model Selection for Efficient Video Understanding
Mihir Jain, Haitam Ben Yahia, Amir Ghodrati, Fatih Porikli, Amir Habibian
Efficient Video Super Resolution by Gated Local Self Attention
Davide Abati, Amir Ghodrati, Amir Habibian
Learning Variations in Human Motion via Mix-and-Match Perturbation
Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Lars Petersson, Stephen Gould, Amir Habibian
Adversarial Distortion for Learned Video Compression
Vijay Veerabadran, Reza Pourreza, Amir Habibian, Taco S. Cohen
Video Compression with Rate-Distortion Autoencoders
Amir Habibian, Ties van Rozendaal, Jakub M. Tomczak, Taco S. Cohen
Recognizing Compressed Videos: Challenges and Promises
Reza Pourreza, Amir Ghodrati, Amir Habibian
Video2vec Embeddings Recognize Events when Examples are Scarce
Amir Habibian, Thomas Mensink, Cees G. M. Snoek
Discovering Semantic Vocabularies for Cross-Media Retrieval
Amir Habibian, Thomas Mensink, Cees G. M. Snoek
Videostory: A New Multimedia Embedding for Few-Example Recognition and Translation of Events
Amir Habibian, Thomas Mensink, Cees G. M. Snoek
Recommendations for recognizing video events by concept vocabularies
Amir Habibian, Cees G. M. Snoek
Composite Concept Discovery for Zero-shot Video Event Detection
Amir Habibian, Thomas Mensink, Cees G. M. Snoek
Recommendations for Video Event Recognition using Concept Vocabularies
Amir Habibian, Koen E. A. van de Sande, Cees G. M. Snoek