Gourav Datta

1. Toward Guarantees for Clinical Reasoning in Vision Language Models via Formal Verification
   2026/02/27 by Vikash Singh, Debargha Ganguly, Haotian Yu +5 · 2 voices
   #cs.CV #cs.AI #cs.CL #cs.LO
2. Self-Attentive Pooling for Efficient Deep Learning
   2022/09/16 by Fang Chen, Gourav Datta, Chen, Fang +5 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Image Enhancement Techniques #Domain Adaptation and Few-Shot Learning
3. LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units
   2024/01/20 by Zeyu Liu, Gourav Datta, Liu, Zeyu +5 · 4 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques #Sound (cs.SD) #electronic engineering #information engineering
4. Spiking Neural Networks with Dynamic Time Steps for Vision Transformers
   2023/11/28 by Gourav Datta, Datta, Gourav, Zeyu Liu +5 · 2 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neural dynamics and brain function #Photoreceptor and optogenetics research #electronic engineering #information engineering
5. HYPER-SNN: Towards Energy-efficient Quantized Deep Spiking Neural Networks for Hyperspectral Image Classification
   2021/07/26 by Gourav Datta, Souvik Kundu, Datta, Gourav +5 · 1 citation
   Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Remote-Sensing Image Classification
6. Opto-ViT-v2: Noise-Resilient On-Chip Fine-Tuning for Photonic Near-Sensor Vision Transformer Accelerators
   2026/07/20 by Xuming Chen, Deniz Najafi, Mehrdad Morsali +5
   #cs.AR #cs.AI