Kale, Ajinkya
- Multimodal Contrastive Training for Visual Representation Learning
2021/04/26 by Xin Yuan, Zhe Lin, Yuan, Xin +13 · 13 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models
2022/12/16 by Qiucheng Wu, Yujian Liu, Wu, Qiucheng +15 · 14 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Video Analysis and Summarization
- Fine-grained Image Captioning with CLIP Reward
2022/05/26 by Jaemin Cho, Seunghyun Yoon, Cho, Jaemin +9 · 10 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Treat Visual Tokens as Text? But Your MLLM Only Needs Fewer Efforts to See
2024/10/08 by Phu Pham, Zhang, Zeliang, Wentian Zhao +13 · 11 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Towards Zero-shot Cross-lingual Image Retrieval
2020/11/24 by Aggarwal, Pranav, Kale, Ajinkya · 3 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PRedItOR: Text Guided Image Editing with Diffusion Prior
2023/02/15 by Hareesh Ravi, Sachin Kelkar, Ravi, Hareesh +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Multi-Modal Retrieval using Graph Neural Networks
2020/10/04 by Aashish Kumar Misraa, Ajinkya Kale, Misraa, Aashish Kumar +5 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- StyleBabel: Artistic Style Tagging and Captioning
2022/03/10 by Dan Ruta, Ruta, Dan, A. Gilbert +21 · 1 citation
Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
- Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods
2023/02/28 by Wonwoong Cho, Hareesh Ravi, Cho, Wonwoong +13 · 1 citation
Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR)
- Efficient Self-Improvement in Multimodal Large Language Models: A Model-Level Judge-Free Approach
2024/11/26 by Shijian Deng, Wentian Zhao, Deng, Shijian +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Prompt-Guided Mask Proposal for Two-Stage Open-Vocabulary Segmentation
2024/12/13 by Yu-Jhe Li, Li, Yu-Jhe, Xinyang Zhang +9 · 1 citation
Computer Science · #Natural Language Processing Techniques