Das, Nilaksh
- Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression
2017/05/08 by Nilaksh Das, Madhuri Shanbhogue, Das, Nilaksh +11 · 22 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research
- SpeechVerse: A Large-scale Generalizable Audio Language Model
2024/05/14 by Nilaksh Das, Saket Dingliwal, Das, Nilaksh +29 · 15 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
2018/02/19 by Das, Nilaksh, Shanbhogue, Madhuri, Chen, Shang-Tse +5 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- EnergyVis: Interactively Tracking and Exploring Energy Consumption for\n ML Models
2021/03/30 by Omar Shaikh, Jon Saad-Falcon, Shaikh, Omar +11 · 2 citations
Engineering · #Green IT and Sustainability
- Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications
2024/12/06 by Raphael Shu, Nilaksh Das, Shu, Raphael +5 · 5 citations
Business, Management and Accounting · Computer Science · #Collaboration in agile enterprises #Big Data and Business Intelligence #Semantic Web and Ontologies
- SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models
2024/05/14 by Peri, Raghuveer, Jayanthi, Sai Muralidhar, Ronanki, Srikanth +11 · 2 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Best of Both Worlds: Robust Accented Speech Recognition with Adversarial\n Transfer Learning
2021/03/09 by Nilaksh Das, Sravan Bodapati, Das, Nilaksh +7 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- NeuroCartography: Scalable Automatic Visual Summarization of Concepts in\n Deep Neural Networks
2021/08/29 by Haekyu Park, Park, Haekyu, Nilaksh Das +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science
- Zero-resource Speech Translation and Recognition with LLMs
2024/12/24 by Karel Mundnich, Xing Niu, Mundnich, Karel +23 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #electronic engineering #information engineering