Suman Saha

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All published works

Action	Title	Year	Authors
+ PDF Chat	GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control	2024	Mariam Hassan Sebastian Stapf Ahmad Rahimi Pedro Martelleto Bressane Rezende Yasaman Haghighi David Brüggemann Isinsu Katircioglu Lin Zhang Xiaoran Chen Suman Saha
+ PDF Chat	Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation	2024	Elham Amin Mansour Ozan Unal Suman Saha Benjamı́n Béjar Luc Van Gool
+ PDF Chat	EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation	2023	Suman Saha Lukas Hoyer Anton Obukhov Dengxin Dai Luc Van Gool
+ PDF Chat	Spatio-Temporal Action Detection Under Large Motion	2023	Gurkirt Singh Vasileios Choutas Suman Saha Fisher Yu Luc Van Gool
+ PDF Chat	Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection	2023	Yifan Lu Gurkirt Singh Suman Saha Luc Van Gool
+	Three Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding	2023	Ozan Unal Christos Sakaridis Suman Saha Fisher Yu Luc Van Gool
+ PDF Chat	Unsupervised Compound Domain Adaptation for Face Anti-Spoofing	2021	Ankush Panwar Pratyush Singh Suman Saha Danda Pani Paudel Luc Van Gool
+ PDF Chat	Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation	2021	Suman Saha Anton Obukhov Danda Pani Paudel Menelaos Kanakis Yuhua Chen Stamatios Georgoulis Luc Van Gool
+ PDF Chat	Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation	2021	Lukas Hoyer Dengxin Dai Yuhua Chen Adrian Köring Suman Saha Luc Van Gool
+ PDF Chat	Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing	2020	Suman Saha Wenhao Xu Menelaos Kanakis Stamatios Georgoulis Yuhua Chen Danda Pani Paudel Luc Van Gool
+	Two-Stream AMTnet for Action Detection	2020	Suman Saha Gurkirt Singh Fabio Cuzzolin
+ PDF Chat	Reparameterizing Convolutions for Incremental Multi-Task Learning Without Task Interference	2020	Menelaos Kanakis David Brüggemann Suman Saha Stamatios Georgoulis Anton Obukhov Luc Van Gool
+ PDF Chat	TraMNet - Transition Matrix Network for Efficient Action Tube Proposals	2019	Gurkirt Singh Suman Saha Fabio Cuzzolin
+	TraMNet - Transition Matrix Network for Efficient Action Tube Proposals	2018	Gurkirt Singh Suman Saha Fabio Cuzzolin
+	Action Detection from a Robot-Car Perspective.	2018	Valentina Fontana Gurkirt Singh Stephen Akrigg Manuele Di Maio Suman Saha Fabio Cuzzolin
+	Unsupervised Deep Representations for Learning Audience Facial Behaviors	2018	Suman Saha Rajitha Navarathna Leonhard Helminger Romann M. Weber
+	Predicting Action Tubes	2018	Gurkirt Singh Suman Saha Fabio Cuzzolin
+ PDF Chat	AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture	2017	Suman Saha Gurkirt Singh Fabio Cuzzolin
+ PDF Chat	Online Real-Time Multiple Spatiotemporal Action Localisation and Prediction	2017	Gurkirt Singh Suman Saha Michael Sapienza Philip H. S. Torr Fabio Cuzzolin
+	AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture	2017	Suman Saha Gurkirt Singh Fabio Cuzzolin
+	Incremental Tube Construction for Human Action Detection	2017	Harkirat Singh Behl Michael Sapienza Gurkirt Singh Suman Saha Fabio Cuzzolin Philip H. S. Torr
+	Spatio-temporal Human Action Localisation and Instance Segmentation in Temporally Untrimmed Videos	2017	Suman Saha Gurkirt Singh Michael Sapienza Philip H. S. Torr Fabio Cuzzolin
+	Incremental Tube Construction for Human Action Detection.	2017	Harkirat Singh Behl Michael Sapienza Gurkirt Singh Suman Saha Fabio Cuzzolin Philip H. S. Torr
+	Online Real time Multiple Spatiotemporal Action Localisation and Prediction on a Single Platform	2016	Gurkirt Singh Suman Saha Fabio Cuzzolin
+	Online Real-time Multiple Spatiotemporal Action Localisation and Prediction	2016	Gurkirt Singh Suman Saha Michael Sapienza Philip H. S. Torr Fabio Cuzzolin
+	Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos	2016	Suman Saha Gurkirt Singh Michael Sapienza Philip H. S. Torr Fabio Cuzzolin
+	Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos	2016	Suman Saha Gurkirt Singh Michael Sapienza Philip H. S. Torr Fabio Cuzzolin
+ PDF Chat	Network Community Detection on Metric Space	2015	Suman Saha Satya Prakash Ghrera
+	Nearest Neighbor search in Complex Network for Community Detection	2015	Suman Saha Satya Prakash Ghrera
+	Graph based approach for minimum multicollinearity highly accurate regression model explaining maximum variability	2014	Mrityunjay K. Sharma Suman Saha
+	Consideration Points Detecting Cross-Site Scripting	2009	Suman Saha

Common Coauthors

Coauthor	Papers Together
Gurkirt Singh	17
Fabio Cuzzolin	15
Luc Van Gool	10
Michael Sapienza	7
Philip H. S. Torr	5
Danda Pani Paudel	3
Stamatios Georgoulis	3
Anton Obukhov	3
Menelaos Kanakis	3
Dengxin Dai	2
Harkirat Singh Behl	2
Philip H. S. Torr	2
Ozan Unal	2
Yuhua Chen	2
Fisher Yu	2
Lukas Hoyer	2
Satya Prakash Ghrera	2
David Brüggemann	2
Davide Scaramuzza	1
Christos Sakaridis	1
Benjamı́n Béjar	1
Elie Aljalbout	1
Alexandre Alahi	1
Paolo Favaro	1
Stephen Akrigg	1
Mariam Hassan	1
Xiaoran Chen	1
Rajitha Navarathna	1
Sebastian Stapf	1
Lin Zhang	1
Wenhao Xu	1
Yifan Lu	1
Ahmad Rahimi	1
Aram Davtyan	1
Yasaman Haghighi	1
Pedro Martelleto Bressane Rezende	1
Yuhua Chen	1
Romann M. Weber	1
Manuele Di Maio	1
Mrityunjay K. Sharma	1
Adrian Köring	1
Xi Wang	1
Marc Pollefeys	1
Marco Cannici	1
Valentina Fontana	1
Botao Ye	1
Pratyush Singh	1
Elham Amin Mansour	1
Vasileios Choutas	1
Mathieu Salzmann	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos	2016	Suman Saha Gurkirt Singh Michael Sapienza Philip H. S. Torr Fabio Cuzzolin	12
+	UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild	2012	Khurram Soomro Amir Zamir Mubarak Shah	12
+ PDF Chat	Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation	2014	Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik	9
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	8
+	SSD: Single Shot MultiBox Detector	2016	Wei Liu Dragomir Anguelov Dumitru Erhan Christian Szegedy Scott Reed Cheng-Yang Fu Alexander C. Berg	8
+ PDF Chat	Learning to Track for Spatio-Temporal Action Localization	2015	Philippe Weinzaepfel Zaïd Harchaoui Cordelia Schmid	8
+ PDF Chat	Action Tubelet Detector for Spatio-Temporal Action Localization	2017	Vicky Kalogeiton Philippe Weinzaepfel Vittorio Ferrari Cordelia Schmid	7
+ PDF Chat	Online Real-Time Multiple Spatiotemporal Action Localisation and Prediction	2017	Gurkirt Singh Suman Saha Michael Sapienza Philip H. S. Torr Fabio Cuzzolin	7
+ PDF Chat	AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture	2017	Suman Saha Gurkirt Singh Fabio Cuzzolin	6
+	Learning to track for spatio-temporal action localization	2015	Philippe Weinzaepfel Zaïd Harchaoui Cordelia Schmid	6
+	Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos	2015	Serena Yeung Olga Russakovsky Ning Jin Mykhaylo Andriluka Greg Mori Li Fei-Fei	6
+ PDF Chat	End-to-End Learning of Action Detection from Frame Glimpses in Videos	2016	Serena Yeung Olga Russakovsky Greg Mori Li Fei-Fei	5
+ PDF Chat	Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset	2017	João Carreira Andrew Zisserman	5
+ PDF Chat	Actionness Estimation Using Hybrid Fully Convolutional Networks	2016	Limin Wang Yu Qiao Xiaoou Tang Luc Van Gool	5
+	Action Temporal Localization in Untrimmed Videos via Multi-stage CNNs.	2016	Zheng Shou Dongang Wang Shih‐Fu Chang	5
+	Two-Stream Convolutional Networks for Action Recognition in Videos	2014	Karen Simonyan Andrew Zisserman	5
+	Finding Action Tubes	2014	Georgia Gkioxari Jitendra Malik	5
+ PDF Chat	Domain-Adversarial Training of Neural Networks	2017	Yaroslav Ganin Evgeniya Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette Mario Marchand Victor Lempitsky	4
+ PDF Chat	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	4
+	Two-Stream Convolutional Networks for Action Recognition in Videos	2014	Karen Simonyan Andrew Zisserman	4
+ PDF Chat	Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos	2017	Rui Hou Chen Chen Mubarak Shah	4
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	4
+ PDF Chat	DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs	2017	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille	4
+	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	2015	Shaoqing Ren Kaiming He Ross Girshick Jian Sun	4
+	Human Action Localization with Sparse Spatial Supervision	2016	Philippe Weinzaepfel Xavier Martín Cordelia Schmid	4
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	3
+	Unsupervised Domain Adaptation by Backpropagation	2014	Yaroslav Ganin Victor Lempitsky	3
+ PDF Chat	Deeper, Broader and Artier Domain Generalization	2017	Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales	3
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	3
+ PDF Chat	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	2016	Shaoqing Ren Kaiming He Ross Girshick Jian Sun	3
+ PDF Chat	Domain Adaptive Faster R-CNN for Object Detection in the Wild	2018	Yuhua Chen Li Wen Christos Sakaridis Dengxin Dai Luc Van Gool	3
+ PDF Chat	Learning Spatiotemporal Features with 3D Convolutional Networks	2015	Du Tran Lubomir Bourdev Rob Fergus Lorenzo Torresani Manohar Paluri	3
+ PDF Chat	PAD-Net: Multi-tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing	2018	Dan Xu Wanli Ouyang Xiaogang Wang Nicu Sebe	3
+ PDF Chat	Continuous Action Recognition Based on Sequence Alignment	2014	Kaustubh Kulkarni Georgios Evangelidis Jan Čech Radu Horaud	3
+ PDF Chat	ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes	2018	Yuhua Chen Wen Li Luc Van Gool	3
+	FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation	2016	Judy Hoffman Dequan Wang Fisher Yu Trevor Darrell	3
+ PDF Chat	ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation	2019	Tuan-Hung Vu Himalaya Jain Maxime Bucher Matthieu Cord Patrick Pérez	3
+ PDF Chat	Learning to Adapt Structured Output Space for Semantic Segmentation	2018	Yi–Hsuan Tsai Wei-Chih Hung Samuel Schulter Kihyuk Sohn Ming–Hsuan Yang Manmohan Chandraker	3
+	Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results	2017	Antti Tarvainen Harri Valpola	3
+ PDF Chat	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	3
+	Rich feature hierarchies for accurate object detection and semantic segmentation	2013	Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik	3
+	A Discriminative CNN Video Representation for Event Detection	2014	Zhongwen Xu Yi Yang Alexander G. Hauptmann	3
+ PDF Chat	Unified Deep Supervised Domain Adaptation and Generalization	2017	Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto	3
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	3
+	Incremental Tube Construction for Human Action Detection	2017	Harkirat Singh Behl Michael Sapienza Gurkirt Singh Suman Saha Fabio Cuzzolin Philip H. S. Torr	3
+ PDF Chat	Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection	2017	Mohammadreza Zolfaghari Gabriel L. Oliveira Nima Sedaghat Thomas Brox	3
+ PDF Chat	Finding communities in linear time: a physics approach	2004	F. Wu Bernardo A. Huberman	2
+ PDF Chat	Face De-spoofing: Anti-spoofing via Noise Modeling	2018	Amin Jourabloo Yaojie Liu Xiaoming Liu	2
+ PDF Chat	Defining and evaluating network communities based on ground-truth	2013	Jaewon Yang Jure Leskovec	2
+ PDF Chat	TraMNet - Transition Matrix Network for Efficient Action Tube Proposals	2019	Gurkirt Singh Suman Saha Fabio Cuzzolin	2