Srijan Das

According to our database, Srijan Das authored at least 49 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Attention De-sparsification Matters: Inducing diversity in digital pathology representation learning.

Saarthak Kapse, Srijan Das, Jingwei Zhang, Rajarsi R. Gupta, Joel H. Saltz, Dimitris Samaras, Prateek Prasanna

Medical Image Anal., 2024

Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis.

Shukesh Reddy, Nishit Poddar, Srijan Das, Abhijit Das

CoRR, 2024

Fibottention: Inceptive Visual Representation Learning with Diverse Attention Across Heads.

Ali Khaleghi Rahimian, Manish Kumar Govind, Subhajit Maity, Dominick Reilly, Christian Kümmerle, Srijan Das, Aritra Dutta

CoRR, 2024

LLAVIDAL: Benchmarking Large Language Vision Models for Daily Activities of Living.

Rajatsubhra Chakraborty, Arkaprava Sinha, Dominick Reilly, Manish Kumar Govind, Pu Wang, François Brémond, Srijan Das

CoRR, 2024

BAMM: Bidirectional Autoregressive Motion Model.

Ekkasit Pinyoanuntapong, Muhammad Usama Saleem, Pu Wang, Minwoo Lee, Srijan Das, Chen Chen

CoRR, 2024

Analysis and Detection of Multilingual Hate Speech Using Transformer Based Deep Learning.

Arijit Das, Somashree Nandy, Rupam Saha, Srijan Das, Diganta Saha

CoRR, 2024

Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders.

Srijan Das, Tanmay Jain, Dominick Reilly, Pranav Balaji, Soumyajit Karmakar, Shyam Marjit, Xiang Li, Abhijit Das, Michael S. Ryoo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer.

Wenhan Wu, Ce Zheng, Zihao Yang, Chen Chen, Srijan Das, Aidong Lu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Beyond Pixels: Semi-supervised Semantic Segmentation with a Multi-scale Patch-Based Multi-label Classifier.

Prantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras

Proceedings of the Computer Vision - ECCV 2024, 2024

Just Add π! Pose Induced Video Transformers for Understanding Activities of Daily Living.

Dominick Reilly, Srijan Das

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology.

Saarthak Kapse, Pushpak Pati, Srijan Das, Jingwei Zhang, Chao Chen, Maria Vakalopoulou, Joel H. Saltz, Dimitris Samaras, Rajarsi R. Gupta, Prateek Prasanna

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Latent Flow Diffusion for Deepfake Video Generation.

Aashish Chandra K, Aashutosh A V, Srijan Das, Abhijit Das

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Multiview Aerial Visual Recognition (MAVREC): Can Multi-View Improve Aerial Visual Perception?

Aritra Dutta, Srijan Das, Jacob Nielsen, Rajatsubhra Chakraborty, Mubarak Shah

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Can Artificial Intelligence Ever Develop the Human Touch and Replace a Psychiatrist? - A letter to the editor of the Journal of Medical Systems: Regarding "Artificial Intelligence in Medicine & ChatGPT: De-Tether the Physician".

Srijan Das, Arkit Ghoshal

J. Medical Syst., December, 2023

Toyota Smarthome Untrimmed: Real-World Untrimmed Videos for Activity Detection.

Rui Dai, Srijan Das, Saurav Sharma, Luca Minciullo, Lorenzo Garattoni, François Brémond, Gianpiero Francesca

IEEE Trans. Pattern Anal. Mach. Intell., 2023

AAN: Attributes-Aware Network for Temporal Action Detection.

Rui Dai, Srijan Das, Michael S. Ryoo, François Brémond

CoRR, 2023

Seeing the Pose in the Pixels: Learning Pose-Aware Representations in Vision Transformers.

Dominick Reilly, Aman Chadha, Srijan Das

CoRR, 2023

ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints.

Srijan Das, Michael S. Ryoo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Cross-modal Manifold Cutmix for Self-supervised Video Representation Learning.

Srijan Das, Michael S. Ryoo

Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

CD-Net: Histopathology Representation Learning Using Context-Detail Transformer Network.

Saarthak Kapse, Srijan Das, Prateek Prasanna

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Attending Generalizability in Course of Deep Fake Detection by Exploring Multi-task Learning.

Pranav Balaji, Abhijit Das, Srijan Das, Antitza Dantcheva

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Attributes-Aware Network for Temporal Action Detection.

Rui Dai, Srijan Das, Michael S. Ryoo, François Brémond

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

VPN++: Rethinking Video-Pose Embeddings for Understanding Activities of Daily Living.

Srijan Das, Rui Dai, Di Yang, François Brémond

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Video + CLIP Baseline for Ego4D Long-term Action Anticipation.

Srijan Das, Michael S. Ryoo

CoRR, 2022

CD-Net: Histopathology Representation Learning using Pyramidal Context-Detail Network.

Saarthak Kapse, Srijan Das, Prateek Prasanna

CoRR, 2022

Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space.

Jinghuan Shang, Srijan Das, Michael S. Ryoo

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?

Xiang Li, Jinghuan Shang, Srijan Das, Michael S. Ryoo

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MS-TCT: Multi-Scale Temporal ConvTransformer for Action Detection.

Rui Dai, Srijan Das, Kumara Kahatapitiya, Michael S. Ryoo, François Brémond

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

STC-mix: Space, Time, Channel mixing for Self-supervised Video Representation.

Srijan Das, Michael S. Ryoo

CoRR, 2021

PDAN: Pyramid Dilated Attention Network for Action Detection.

Rui Dai, Srijan Das, Luca Minciullo, Lorenzo Garattoni, Gianpiero Francesca, François Brémond

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action Detection.

Rui Dai, Srijan Das, François Brémond

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Weakly-supervised Joint Anomaly Detection and Classification.

Snehashis Majhi, Srijan Das, François Brémond, Ratnakar Dash, Pankaj Kumar Sa

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Demystifying Attention Mechanisms for Deepfake Detection.

Abhijit Das, Srijan Das, Antitza Dantcheva

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Profiling Hate Speech Spreaders on Twitter.

Kumar Gourav Das, Buddhadeb Garai, Srijan Das, Braja Gopal Patra

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

CTRN: Class-Temporal Relational Network for Action Detection.

Rui Dai, Srijan Das, François Brémond

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

DAM: Dissimilarity Attention Module for Weakly-supervised Video Anomaly Detection.

Snehashis Majhi, Srijan Das, François Brémond

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020

Spatio-Temporal Attention Mechanism for Activity Recognition. (Mécanismes d'Attention Spatio-temporels pour la Reconnaissance d'Activité).

Srijan Das

PhD thesis, 2020

Looking deeper into Time for Activities of Daily Living Recognition.

Srijan Das, Monique Thonnat, François Brémond

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

VPN: Learning Video-Pose Embedding for Activities of Daily Living.

Srijan Das, Saurav Sharma, Rui Dai, François Brémond, Monique Thonnat

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Lip biometric template security framework using spatial steganography.

Srijan Das, Khan Muhammad, Sambit Bakshi, Imon Mukherjee, Pankaj Kumar Sa, Arun Kumar Sangaiah, Andrea Bruno

Pattern Recognit. Lett., 2019

Where to Focus on for Human Action Recognition?

Srijan Das, Arpit Chaudhary, François Brémond, Monique Thonnat

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

A New Hybrid Architecture for Human Activity Recognition from RGB-D Videos.

Srijan Das, Monique Thonnat, Kaustubh Sakhalkar, Michal Koperski, François Brémond, Gianpiero Francesca

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Toyota Smarthome: Real-World Activities of Daily Living.

Srijan Das, Rui Dai, Michal Koperski, Luca Minciullo, Lorenzo Garattoni, François Brémond, Gianpiero Francesca

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

A Fusion of Appearance based CNNs and Temporal evolution of Skeleton with LSTM for Daily Living Action Recognition.

Srijan Das, Michal Koperski, François Brémond, Gianpiero Francesca

CoRR, 2018

Spatio-Temporal Grids for Daily Living Action Recognition.

Srijan Das, Kaustubh Sakhalkar, Michal Koperski, François Brémond

Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Deep-Temporal LSTM for Daily Living Action Recognition.

Srijan Das, Michal Koperski, François Brémond, Gianpiero Francesca

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017

A Comparative Analysis of a Novel Anomaly Detection Algorithm with Neural Networks.

Srijan Das, Arpita Dutta, Saurav Sharma, Sangharatna Godboley

Int. J. Rough Sets Data Anal., 2017

Action recognition based on a mixture of RGB and depth based skeleton.

Srijan Das, Michal Koperski, François Brémond, Gianpiero Francesca

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2015

DWT Difference Modulation Based Novel Steganographic Algorithm.

Imon Mukherjee, Biswajita Datta, Reeturaj Banerjee, Srijan Das

Proceedings of the Information Systems Security - 11th International Conference, 2015