Search Results for author: Mohammadreza Zolfaghari

Found 9 papers, 6 papers with code

COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning

1 code implementation NeurIPS 2020 Simon Ging, Mohammadreza Zolfaghari, Hamed Pirsiavash, Thomas Brox

Many real-world video-text tasks involve different levels of granularity, such as frames and words, clip and sentences or videos and paragraphs, each with distinct semantics.

Cross-Modal Retrieval Representation Learning +1

Temporal Shift GAN for Large Scale Video Generation

1 code implementation4 Apr 2020 Andres Munoz, Mohammadreza Zolfaghari, Max Argus, Thomas Brox

In this paper, we present a network architecture for video generation that models spatio-temporal consistency without resorting to costly 3D architectures.

Video Generation

ECO: Efficient Convolutional Network for Online Video Understanding

3 code implementations ECCV 2018 Mohammadreza Zolfaghari, Kamaljeet Singh, Thomas Brox

In this paper, we introduce a network architecture that takes long-term content into account and enables fast per-video processing at the same time.

Action Classification Action Recognition +6

Hybrid Learning of Optical Flow and Next Frame Prediction to Boost Optical Flow in the Wild

no code implementations12 Dec 2016 Nima Sedaghat, Mohammadreza Zolfaghari, Thomas Brox

With the help of a sample-variant multi-tasking architecture, the network is trained on different tasks depending on the availability of ground-truth.

Action Classification Optical Flow Estimation

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