Pramuditha Perera

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 45

Top Topics

Feature Representation

Novelty Detection

User Authentication

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Alessandro Favero, Luca Zancato, Matthew Trager, Siddharth Choudhary, Pramuditha Perera, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto
Multi-Modal Hallucination Control by Visual Information Grounding. CoRR (2024)
Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto
Compositional Structures in Neural Embedding and Interaction Decompositions. CoRR (2024)
Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto
Meaning Representations from Trajectories in Autoregressive Models. ICLR (2024)
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
Federated Generalized Face Presentation Attack Detection. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Sijia Wang, Alexander Hanbo Li, Henry Zhu, Sheng Zhang, Chung-Wei Hang, Pramuditha Perera, Jie Ma, William Wang, Zhiguo Wang, Vittorio Castelli, Bing Xiang, Patrick Ng
Benchmarking Diverse-Modal Entity Linking with Generative Models. CoRR (2023)
Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto
À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting. CoRR (2023)
Luca Zancato, Alessandro Achille, Tian Yu Liu, Matthew Trager, Pramuditha Perera, Stefano Soatto
Train/Test-Time Adaptation with Retrieval. CoRR (2023)
Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Bing Xiang, Stefano Soatto
Linear Spaces of Meanings: the Compositional Language of VLMs. CoRR (2023)
Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. CoRR (2023)
Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto
À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting. CVPR (2023)
Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto
Meaning Representations from Trajectories in Autoregressive Models. CoRR (2023)
Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. ACL (Findings) (2023)
Pramuditha Perera, Matthew Trager, Luca Zancato, Alessandro Achille, Stefano Soatto
Prompt Algebra for Task Composition. CoRR (2023)
Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Stefano Soatto
Linear Spaces of Meanings: Compositional Structures in Vision-Language Models. ICCV (2023)
Sijia Wang, Alexander Hanbo Li, Henghui Zhu, Sheng Zhang, Pramuditha Perera, Chung-Wei Hang, Jie Ma, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Bing Xiang, Patrick Ng
Benchmarking Diverse-Modal Entity Linking with Generative Models. ACL (Findings) (2023)
Luca Zancato, Alessandro Achille, Tian Yu Liu, Matthew Trager, Pramuditha Perera, Stefano Soatto
Train/Test-Time Adaptation with Retrieval. CVPR (2023)
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
Open-Set Adversarial Defense with Clean-Adversarial Mutual Learning. Int. J. Comput. Vis. 130 (4) (2022)
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
Open-set Adversarial Defense with Clean-Adversarial Mutual Learning. CoRR (2022)
Pramuditha Perera, Vishal M. Patel
Geometric Transformation-Based Network Ensemble for Open-Set Recognition. ICME (2021)
Pramuditha Perera, Poojan Oza, Vishal M. Patel
One-Class Classification: A Survey. CoRR (2021)
Pramuditha Perera, Vishal M. Patel
A Joint Representation Learning and Feature Modeling Approach for One-class Recognition. CoRR (2021)
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
Federated Generalized Face Presentation Attack Detection. CoRR (2021)
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
Federated Face Anti-spoofing. CoRR (2020)
Yashasvi Baweja, Poojan Oza, Pramuditha Perera, Vishal M. Patel
Anomaly Detection-Based Unknown Face Presentation Attack Detection. CoRR (2020)
Pramuditha Perera, Vlad I. Morariu, Rajiv Jain, Varun Manjunatha, Curtis Wigington, Vicente Ordonez, Vishal M. Patel
Generative-Discriminative Feature Representations for Open-Set Recognition. CVPR (2020)
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
Open-Set Adversarial Defense. ECCV (17) (2020)
Pramuditha Perera, Julian Fiérrez, Vishal M. Patel
Quickest Intruder Detection For Multiple User Active Authentication. ICIP (2020)
Pramuditha Perera, Julian Fiérrez, Vishal M. Patel
Quickest Intruder Detection for Multiple User Active Authentication. CoRR (2020)
Pramuditha Perera, Vishal M. Patel
A Joint Representation Learning and Feature Modeling Approach for One-class Recognition. ICPR (2020)
Yashasvi Baweja, Poojan Oza, Pramuditha Perera, Vishal M. Patel
Anomaly Detection-Based Unknown Face Presentation Attack Detection. IJCB (2020)
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
Open-set Adversarial Defense. CoRR (2020)
Pramuditha Perera, Vishal M. Patel
Deep Transfer Learning for Multiple Class Novelty Detection. CVPR (2019)
Pramuditha Perera, Ramesh Nallapati, Bing Xiang
OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations. CoRR (2019)
Pramuditha Perera, Vishal M. Patel
Deep Transfer Learning for Multiple Class Novelty Detection. CoRR (2019)
Pramuditha Perera, Ramesh Nallapati, Bing Xiang
OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations. CVPR (2019)
Pramuditha Perera, Vishal M. Patel
Face-Based Multiple User Active Authentication on Mobile Devices. IEEE Trans. Inf. Forensics Secur. 14 (5) (2019)
Pramuditha Perera, Vishal M. Patel
Learning Deep Features for One-Class Classification. IEEE Trans. Image Process. 28 (11) (2019)
Pramuditha Perera, Mahdi Abavisani, Vishal M. Patel
In2I: Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks. ICPR (2018)
Pramuditha Perera, Vishal M. Patel
Learning Deep Features for One-Class Classification. CoRR (2018)
Pramuditha Perera, Vishal M. Patel
Dual-Minimax Probability Machines for One-class Mobile Active Authentication. BTAS (2018)
Pramuditha Perera, Vishal M. Patel
Efficient and Low Latency Detection of Intruders in Mobile Active Authentication. IEEE Trans. Inf. Forensics Secur. 13 (6) (2018)
Pramuditha Perera, Vishal M. Patel
Extreme Value Analysis for Mobile Active User Authentication. FG (2017)
Pramuditha Perera, Vishal M. Patel
Towards Multiple User Active Authentication in Mobile Devices. FG (2017)
Pramuditha Perera, Mahdi Abavisani, Vishal M. Patel
In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks. CoRR (2017)
Pramuditha Perera, Vishal M. Patel
Quickest intrusion detection in mobile active user authentication. BTAS (2016)