Venkataramanan, Shashanka
- Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
2023/10/12 by Shashanka Venkataramanan, Mamshad Nayeem Rizve, Venkataramanan, Shashanka +7 · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- VaViM and VaVAM: Autonomous Driving through Video Generative Modeling
2025/02/21 by Florent Bartoccioni, Bartoccioni, Florent, Elias Ramzi +31 · 3 voices · 9 citations
#cs.CV #cs.AI #cs.RO
- Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
2025/07/18 by Shashanka Venkataramanan, Venkataramanan, Shashanka, Valentinos Pariza +13 · 3 voices · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Face recognition and analysis
- Skip-Attention: Improving Vision Transformers by Paying Less Attention
2023/01/05 by Venkataramanan, Shashanka, Ghodrati, Amir, Asano, Yuki M. +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- It Takes Two to Tango: Mixup for Deep Metric Learning
2021/06/09 by Venkataramanan, Shashanka, Psomas, Bill, Kijak, Ewa +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples
2023/11/09 by Venkataramanan, Shashanka, Kijak, Ewa, Amsaleg, Laurent +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)