Suman Saha | DeepAI

DeepAI AI Chat

Featured Co-authors

Luc Van Gool
414 publications
Philip H. S. Torr
173 publications
Salman Khan
105 publications
Dengxin Dai
82 publications
Fisher Yu
70 publications
Philip Torr
59 publications
Danda Pani Paudel
45 publications
Fabio Cuzzolin
38 publications
Christos Sakaridis
29 publications
Stamatios Georgoulis
25 publications
Yuhua Chen
25 publications

∙ 09/08/2023

Three Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding

3D visual grounding is the task of localizing the object in a 3D scene w...

0 Ozan Unal, et al. ∙

∙ 08/25/2023

CS-Mixer: A Cross-Scale Vision MLP Model with Spatial-Channel Mixing

Despite their simpler information fusion designs compared with Vision Tr...

0 Jonathan Cui, et al. ∙

∙ 04/27/2023

EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation

With autonomous industries on the rise, domain adaptation of the visual ...

0 Suman Saha, et al. ∙

∙ 09/28/2022

Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection

We propose a novel domain adaptive action detection approach and a new a...

0 Yifan Lu, et al. ∙

∙ 09/06/2022

Spatio-Temporal Action Detection Under Large Motion

Current methods for spatiotemporal action tube detection often extend a ...

0 Gurkirt Singh, et al. ∙

∙ 05/18/2021

Unsupervised Compound Domain Adaptation for Face Anti-Spoofing

We address the problem of face anti-spoofing which aims to make the face...

0 Ankush Panwar, et al. ∙

∙ 05/17/2021

Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation

We present an approach for encoding visual task relationships to improve...

12 Suman Saha, et al. ∙

∙ 02/23/2021

ROAD: The ROad event Awareness Dataset for Autonomous Driving

Humans approach driving in a holistic fashion which entails, in particul...

0 Gurkirt Singh, et al. ∙

∙ 12/19/2020

Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation

Training deep networks for semantic segmentation requires large amounts ...

9 Lukas Hoyer, et al. ∙

∙ 07/24/2020

Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference

Multi-task networks are commonly utilized to alleviate the need for a la...

14 Menelaos Kanakis, et al. ∙

∙ 04/03/2020

Two-Stream AMTnet for Action Detection

In this paper, we propose Two-Stream AMTnet, which leverages recent adva...

0 Suman Saha, et al. ∙

∙ 12/15/2019

Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing

Nowadays, the increasingly growing number of mobile and computing device...

10 Suman Saha, et al. ∙

∙ 08/23/2018

Predicting Action Tubes

In this work, we present a method to predict an entire `action tube' (a ...

6 Gurkirt Singh, et al. ∙

∙ 08/01/2018

TraMNet - Transition Matrix Network for Efficient Action Tube Proposals

Current state-of-the-art methods solve spatiotemporal action localisatio...

0 Gurkirt Singh, et al. ∙

∙ 07/30/2018

Action Detection from a Robot-Car Perspective

We present the new Road Event and Activity Detection (READ) dataset, des...

0 Valentina Fontana, et al. ∙

∙ 05/10/2018

Unsupervised Deep Representations for Learning Audience Facial Behaviors

In this paper, we present an unsupervised learning approach for analyzin...

0 Suman Saha, et al. ∙

∙ 07/22/2017

Spatio-temporal Human Action Localisation and Instance Segmentation in Temporally Untrimmed Videos

Current state-of-the-art human action recognition is focused on the clas...

0 Suman Saha, et al. ∙

∙ 04/05/2017

Incremental Tube Construction for Human Action Detection

Current state-of-the-art action detection systems are tailored for offli...

0 Harkirat S. Behl, et al. ∙

∙ 11/25/2016

Online Real-time Multiple Spatiotemporal Action Localisation and Prediction

We present a deep-learning framework for real-time multiple spatio-tempo...

0 Gurkirt Singh, et al. ∙

∙ 08/04/2016

Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos

In this work, we propose an approach to the spatiotemporal localisation ...

0 Suman Saha, et al. ∙

∙ 07/16/2014

Faults in Linux 2.6

In August 2011, Linux entered its third decade. Ten years before, Chou e...

0 Nicolas Palix, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world