Kaushik Roy
- Roadmap of Spin–Orbit Torques
2021/05/10 by Qiming Shao, Peng Li, Luqiao Liu +16 · 44 citations
Physics and Astronomy · #Magnetic properties of thin films #Topological Materials and Phenomena #Quantum and electron transport phenomena
- RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network
2020/02/25 by Bing Han, Han, Bing, Gopalakrishnan Srinivasan +3 · 13 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Ferroelectric and Negative Capacitance Devices
- Tree-CNN: A Hierarchical Deep Convolutional Neural Network for Incremental Learning
2018/02/15 by Deboleena Roy, Roy, Deboleena, Priyadarshini Panda +3 · 1 voice · 2 citations
#cs.CV #cs.AI #eess.IV #stat.ML
- PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference
2019/01/29 by Aayush Ankit, Izzat El Hajj, Ankit, Aayush +19 · 7 citations
Engineering · Materials Science · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning in Materials Science
- Roadmap to Neuromorphic Computing with Emerging Technologies
2024/07/02 by Adnan Mehonić, Daniele Ielmini, Mehonic, Adnan +100 · 15 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Quantum Computing Algorithms and Architecture
- Conditional Deep Learning for Energy-Efficient and Enhanced Pattern\n Recognition
2015/09/29 by Priyadarshini Panda, Panda, Priyadarshini, Abhronil Sengupta +3 · 5 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
- Eigen Attention: Attention in Low-Rank Space for KV Cache Compression
2024/08/10 by Utkarsh Saxena, Gobinda Saha, Saxena, Utkarsh +5 · 15 citations
Computer Science · #Parallel Computing and Optimization Techniques #Distributed and Parallel Computing Systems #Advanced Data Compression Techniques
- Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects\n of Discrete Input Encoding and Non-Linear Activations
2020/03/23 by Saima Sharmin, Nitin Rathi, Sharmin, Saima +5 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE)
- DIET-SNN: Direct Input Encoding With Leakage and Threshold Optimization in Deep Spiking Neural Networks
2020/08/09 by Nitin Rathi, Kaushik Roy, Rathi, Nitin +1 · 5 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- STDP Based Pruning of Connections and Weight Quantization in Spiking\n Neural Networks for Energy Efficient Recognition
2017/10/12 by Nitin Rathi, Priyadarshini Panda, Rathi, Nitin +3 · 4 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Hardware Trojan Detection by Multiple-Parameter Side-Channel Analysis
2012/08/20 by Seetharam Narasimhan, Dongdong Du, Rajat Subhra Chakraborty +7 · 6 citations
Computer Science · Engineering · #Physical Unclonable Functions (PUFs) and Hardware Security #Integrated Circuits and Semiconductor Failure Analysis #Cryptographic Implementations and Security
- Spatio-Temporal Pruning and Quantization for Low-latency Spiking Neural\n Networks
2021/04/26 by Sayeed Shafayet Chowdhury, Chowdhury, Sayeed Shafayet, Isha Garg +3 · 4 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural dynamics and brain function #electronic engineering #information engineering
- PANTHER: A Programmable Architecture for Neural Network Training\n Harnessing Energy-efficient ReRAM
2019/12/24 by Aayush Ankit, Ankit, Aayush, Izzat El Hajj +17 · 4 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting
2023/12/01 by Sangamesh Kodge, Kodge, Sangamesh, Gobinda Saha +3 · 6 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- One Timestep is All You Need: Training Spiking Neural Networks with Ultra Low Latency
2021/10/01 by Sayeed Shafayet Chowdhury, Nitin Rathi, Chowdhury, Sayeed Shafayet +3 · 3 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
- X-Former: In-Memory Acceleration of Transformers
2023/03/13 by Shrihari Sridharan, Sridharan, Shrihari, Jacob R. Stevens +5 · 4 citations
Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Advanced Memory and Neural Computing #Advanced Neural Network Applications
- Non-Volume Preserving-based Fusion to Group-Level Emotion Recognition on Crowd Videos
2018/11/28 by Kha Gia Quach, Quach, Kha Gia, Ngan Le +9 · 2 citations
Computer Science · Psychology · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Human Pose and Action Recognition
- 8T SRAM Cell as a Multibit Dot-Product Engine for Beyond Von Neumann Computing
2019/08/15 by Akhilesh Jaiswal, Indranil Chakraborty, Amogh Agrawal +1 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neuroscience and Neural Engineering
- HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities
2022/11/19 by Shristi Das Biswas, Biswas, Shristi Das, Adarsh Kumar Kosta +7 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
- HCiM: ADC-Less Hybrid Analog-Digital Compute in Memory Accelerator for Deep Learning Workloads
2024/03/20 by Shubham Negi, Negi, Shubham, Utkarsh Saxena +5 · 3 citations
Computer Science · Engineering · #Neural Networks and Applications #CCD and CMOS Imaging Sensors #Parallel Computing and Optimization Techniques
- Yield, Area and Energy Optimization in Stt-MRAMs using failure aware ECC
2015/09/28 by Zoha Pajouhi, Xuanyao Fong, Pajouhi, Zoha +5 · 1 citation
Physics and Astronomy · Engineering · Computer Science · #Magnetic properties of thin films #Ferroelectric and Negative Capacitance Devices #Advanced Data Storage Technologies
- Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models
2024/02/15 by Kang He, He, Kang, Yinghan Long +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
- Vec2Face: Unveil Human Faces from their Blackbox Features in Face\n Recognition
2020/03/15 by Chi Nhan Duong, Thanh-Dat Truong, Duong, Chi Nhan +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- GENIEx: A Generalized Approach to Emulating Non-Ideality in Memristive\n Xbars using Neural Networks
2020/03/15 by Indranil Chakraborty, Chakraborty, Indranil, Mustafa Ali +7 · 1 citation
Engineering · Materials Science · #Advanced Memory and Neural Computing #Conducting polymers and applications #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices
- Knowledge Infused Policy Gradients for Adaptive Pandemic Control
2021/02/11 by Kaushik Roy, Roy, Kaushik, Qi Zhang +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Reinforcement Learning in Robotics
- Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures
2021/03/19 by Chankyu Lee, Lee, Chankyu, Adarsh Kumar Kosta +3 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
- Saliency Guided Experience Packing for Replay in Continual Learning
2021/09/10 by Gobinda Saha, Kaushik Roy, Saha, Gobinda +1 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
2024/07/03 by Deepak Ravikumar, Ravikumar, Deepak, Efstathia Soufleri +3 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Adversarial Robustness in Machine Learning
- Homogenizing Non-IID datasets via In-Distribution Knowledge Distillation for Decentralized Learning
2023/04/09 by Deepak Ravikumar, Ravikumar, Deepak, Gobinda Saha +5 · 1 citation
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
- LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization
2024/05/24 by Marco Paul E. Apolinario, Apolinario, Marco Paul E., Arani Roy +3 · 1 voice · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cs.AI #cs.LG #cs.NE
- EV-Planner: Energy-Efficient Robot Navigation via Event-Based Physics-Guided Neuromorphic Planner
2023/07/21 by Sourav Sanyal, Rohan Kumar Manna, Sanyal, Sourav +3 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural dynamics and brain function #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive Queries
2023/12/29 by Kanak Raj, Raj, Kanak, Kaushik Roy +5 · 1 citation
Computer Science · #AI in Service Interactions #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Persona Design and Applications #Topic Modeling
- M2Distill: Multi-Modal Distillation for Lifelong Imitation Learning
2024/09/30 by Kaushik Roy, Roy, Kaushik, A. Dissanayake +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO)
- Confidence-Gated Vision-Only Heading Alignment for UAV-UGV Cooperative Systems
2026/07/21 by Reza Ahmari, Vahid Hemmati, Parham Kebria +3
#cs.RO #cs.CV
- It's Not Just More Demos: Counterfactual Action Sensitivity Coverage for Data-Efficient Robust Robot Imitation
2026/07/29 by Giovanni D'urso, Kaushik Roy, Nicholas Lawrance +1
Computer Science · #cs.RO
- DRC-Aid: Design-Rule Correction via Agentic Framework utilizing Inference-Time Large Language Models
2026/07/23 by Anushka Mukherjee, Kang He, Kaushik Roy
#cs.AR #cs.LG