Srijan Das

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 58

Top Topics

Action Detection

Reinforcement Learning

Visual Representations

Top Venues

Publications

Srijan Das, Tanmay Jain, Dominick Reilly, Pranav Balaji, Soumyajit Karmakar, Shyam Marjit, Xiang Li, Abhijit Das, Michael S. Ryoo
Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders. WACV (2024)
Ekkasit Pinyoanuntapong, Muhammad Usama Saleem, Pu Wang, Minwoo Lee, Srijan Das, Chen Chen
BAMM: Bidirectional Autoregressive Motion Model. CoRR (2024)
Prantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier. CoRR (2024)
Arijit Das, Somashree Nandy, Rupam Saha, Srijan Das, Diganta Saha
Analysis and Detection of Multilingual Hate Speech Using Transformer Based Deep Learning. CoRR (2024)
Ali Khaleghi Rahimian, Manish Kumar Govind, Subhajit Maity, Dominick Reilly, Christian Kümmerle, Srijan Das, Aritra Dutta
Fibottention: Inceptive Visual Representation Learning with Diverse Attention Across Heads. CoRR (2024)
Wenhan Wu, Ce Zheng, Zihao Yang, Chen Chen, Srijan Das, Aidong Lu
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer. CoRR (2024)
Saarthak Kapse, Srijan Das, Jingwei Zhang, Rajarsi R. Gupta, Joel H. Saltz, Dimitris Samaras, Prateek Prasanna
Attention De-sparsification Matters: Inducing diversity in digital pathology representation learning. Medical Image Anal. 93 (2024)
Rajatsubhra Chakraborty, Arkaprava Sinha, Dominick Reilly, Manish Kumar Govind, Pu Wang, François Brémond, Srijan Das
LLAVIDAL: Benchmarking Large Language Vision Models for Daily Activities of Living. CoRR (2024)
Srijan Das, Tanmay Jain, Dominick Reilly, Pranav Balaji, Soumyajit Karmakar, Shyam Marjit, Xiang Li, Abhijit Das, Michael S. Ryoo
Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders. CoRR (2023)
Dominick Reilly, Aman Chadha, Srijan Das
Seeing the Pose in the Pixels: Learning Pose-Aware Representations in Vision Transformers. CoRR (2023)
Rui Dai, Srijan Das, Michael S. Ryoo, François Brémond
Attributes-Aware Network for Temporal Action Detection. BMVC (2023)
Srijan Das, Michael S. Ryoo
Cross-modal Manifold Cutmix for Self-supervised Video Representation Learning. MVA (2023)
Srijan Das, Arkit Ghoshal
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". J. Medical Syst. 47 (1) (2023)
Rui Dai, Srijan Das, Saurav Sharma, Luca Minciullo, Lorenzo Garattoni, François Brémond, Gianpiero Francesca
Toyota Smarthome Untrimmed: Real-World Untrimmed Videos for Activity Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Aritra Dutta, Srijan Das, Jacob Nielsen, Rajatsubhra Chakraborty, Mubarak Shah
Multiview Aerial Visual Recognition (MAVREC): Can Multi-view Improve Aerial Visual Perception? CoRR (2023)
Saarthak Kapse, Srijan Das, Jingwei Zhang, Rajarsi R. Gupta, Joel H. Saltz, Dimitris Samaras, Prateek Prasanna
Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning. CoRR (2023)
Srijan Das, Michael S. Ryoo
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints. WACV (2023)
Saarthak Kapse, Srijan Das, Prateek Prasanna
CD-Net: Histopathology Representation Learning Using Context-Detail Transformer Network. ISBI (2023)
Saarthak Kapse, Pushpak Pati, Srijan Das, Jingwei Zhang, Chao Chen, Maria Vakalopoulou, Joel H. Saltz, Dimitris Samaras, Rajarsi R. Gupta, Prateek Prasanna
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology. CoRR (2023)
Pranav Balaji, Abhijit Das, Srijan Das, Antitza Dantcheva
Attending Generalizability in Course of Deep Fake Detection by Exploring Multi-task Learning. ICCV (Workshops) (2023)
Dominick Reilly, Srijan Das
Just Add π! Pose Induced Video Transformers for Understanding Activities of Daily Living. CoRR (2023)
Pranav Balaji, Abhijit Das, Srijan Das, Antitza Dantcheva
Attending Generalizability in Course of Deep Fake Detection by Exploring Multi-task Learning. CoRR (2023)
Rui Dai, Srijan Das, Michael S. Ryoo, François Brémond
AAN: Attributes-Aware Network for Temporal Action Detection. CoRR (2023)
Jinghuan Shang, Srijan Das, Michael S. Ryoo
Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space. CoRR (2022)
Xiang Li, Jinghuan Shang, Srijan Das, Michael S. Ryoo
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? NeurIPS (2022)
Jinghuan Shang, Srijan Das, Michael S. Ryoo
Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space. NeurIPS (2022)
Srijan Das, Michael S. Ryoo
Video + CLIP Baseline for Ego4D Long-term Action Anticipation. CoRR (2022)
Xiang Li, Jinghuan Shang, Srijan Das, Michael S. Ryoo
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? CoRR (2022)
Rui Dai, Srijan Das, Kumara Kahatapitiya, Michael S. Ryoo, François Brémond
MS-TCT: Multi-Scale Temporal ConvTransformer for Action Detection. CVPR (2022)
Saarthak Kapse, Srijan Das, Prateek Prasanna
CD-Net: Histopathology Representation Learning using Pyramidal Context-Detail Network. CoRR (2022)
Srijan Das, Rui Dai, Di Yang, François Brémond
VPN++: Rethinking Video-Pose Embeddings for Understanding Activities of Daily Living. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Snehashis Majhi, Srijan Das, François Brémond, Ratnakar Dash, Pankaj Kumar Sa
Weakly-supervised Joint Anomaly Detection and Classification. FG (2021)
Abhijit Das, Srijan Das, Antitza Dantcheva
Demystifying Attention Mechanisms for Deepfake Detection. FG (2021)
Snehashis Majhi, Srijan Das, François Brémond, Ratnakar Dash, Pankaj Kumar Sa
Weakly-supervised Joint Anomaly Detection and Classification. CoRR (2021)
Srijan Das, Michael S. Ryoo
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints. CoRR (2021)
Rui Dai, Srijan Das, François Brémond
Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action Detection. ICCV (2021)
Srijan Das, Rui Dai, Di Yang, François Brémond
VPN++: Rethinking Video-Pose embeddings for understanding Activities of Daily Living. CoRR (2021)
Kumar Gourav Das, Buddhadeb Garai, Srijan Das, Braja Gopal Patra
Profiling Hate Speech Spreaders on Twitter. CLEF (Working Notes) (2021)
Rui Dai, Srijan Das, François Brémond
Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action Detection. CoRR (2021)
Rui Dai, Srijan Das, François Brémond
CTRN: Class-Temporal Relational Network for Action Detection. BMVC (2021)
Snehashis Majhi, Srijan Das, François Brémond
DAM: Dissimilarity Attention Module for Weakly-supervised Video Anomaly Detection. AVSS (2021)
Rui Dai, Srijan Das, Kumara Kahatapitiya, Michael S. Ryoo, François Brémond
MS-TCT: Multi-Scale Temporal ConvTransformer for Action Detection. CoRR (2021)
Rui Dai, Srijan Das, Luca Minciullo, Lorenzo Garattoni, Gianpiero Francesca, François Brémond
PDAN: Pyramid Dilated Attention Network for Action Detection. WACV (2021)
Srijan Das, Michael S. Ryoo
STC-mix: Space, Time, Channel mixing for Self-supervised Video Representation. CoRR (2021)
Rui Dai, Srijan Das, François Brémond
CTRN: Class-Temporal Relational Network for Action Detection. CoRR (2021)
Srijan Das, Saurav Sharma, Rui Dai, François Brémond, Monique Thonnat
VPN: Learning Video-Pose Embedding for Activities of Daily Living. CoRR (2020)
Srijan Das, Monique Thonnat, François Brémond
Looking deeper into Time for Activities of Daily Living Recognition. WACV (2020)
Srijan Das, Saurav Sharma, Rui Dai, François Brémond, Monique Thonnat
VPN: Learning Video-Pose Embedding for Activities of Daily Living. ECCV (9) (2020)
Rui Dai, Srijan Das, Saurav Sharma, Luca Minciullo, Lorenzo Garattoni, François Brémond, Gianpiero Francesca
Toyota Smarthome Untrimmed: Real-World Untrimmed Videos for Activity Detection. CoRR (2020)
Srijan Das, Rui Dai, Michal Koperski, Luca Minciullo, Lorenzo Garattoni, François Brémond, Gianpiero Francesca
Toyota Smarthome: Real-World Activities of Daily Living. ICCV (2019)
Srijan Das, Arpit Chaudhary, François Brémond, Monique Thonnat
Where to Focus on for Human Action Recognition? WACV (2019)
Srijan Das, Monique Thonnat, Kaustubh Sakhalkar, Michal Koperski, François Brémond, Gianpiero Francesca
A New Hybrid Architecture for Human Activity Recognition from RGB-D Videos. MMM (2) (2019)
Srijan Das, Khan Muhammad, Sambit Bakshi, Imon Mukherjee, Pankaj Kumar Sa, Arun Kumar Sangaiah, Andrea Bruno
Lip biometric template security framework using spatial steganography. Pattern Recognit. Lett. 126 (2019)
Srijan Das, Kaustubh Sakhalkar, Michal Koperski, François Brémond
Spatio-Temporal Grids for Daily Living Action Recognition. ICVGIP (2018)
Srijan Das, Michal Koperski, François Brémond, Gianpiero Francesca
A Fusion of Appearance based CNNs and Temporal evolution of Skeleton with LSTM for Daily Living Action Recognition. CoRR (2018)
Srijan Das, Michal Koperski, François Brémond, Gianpiero Francesca
Deep-Temporal LSTM for Daily Living Action Recognition. AVSS (2018)
Srijan Das, Michal Koperski, François Brémond, Gianpiero Francesca
Action recognition based on a mixture of RGB and depth based skeleton. AVSS (2017)
Srijan Das, Arpita Dutta, Saurav Sharma, Sangharatna Godboley
A Comparative Analysis of a Novel Anomaly Detection Algorithm with Neural Networks. Int. J. Rough Sets Data Anal. 4 (4) (2017)
Imon Mukherjee, Biswajita Datta, Reeturaj Banerjee, Srijan Das
DWT Difference Modulation Based Novel Steganographic Algorithm. ICISS (2015)