Mitrovic, Jovana

1. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
   2024/03/08 by Gemini Robotics Team, Gemini Team, Petko Georgiev +2277 · 4 voices · 559 citations
   Computer Science · #Semantic Web and Ontologies
2. Causal Reasoning from Meta-reinforcement Learning
   2019/01/23 by Ishita Dasgupta, Dasgupta, Ishita, Jane Wang +20 · 1 voice · 8 citations
   Computer Science · #AI-based Problem Solving and Planning #Bayesian Modeling and Causal Inference #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
3. Representation Learning via Invariant Causal Mechanisms
   2020/10/15 by Jovana Mitrovic, Mitrovic, Jovana, Brian McWilliams +7 · 9 citations
   Computer Science · #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) #Machine Learning and ELM #Multimodal Machine Learning Applications
4. Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?
   2022/01/13 by Tomasev, Nenad, Bica, Ioana, McWilliams, Brian +4 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Synth²: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings
   2024/03/12 by Sharifzadeh, Sahand, Kaplanis, Christos, Pathak, Shreya +5 · 4 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Amortized learning of neural causal representations
   2020/08/21 by Nan Rosemary Ke, Jane X. Wang, Ke, Nan Rosemary +7 · 2 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare
7. Neural Algorithmic Reasoning with Causal Regularisation
   2023/02/20 by Beatrice Bevilacqua, Bevilacqua, Beatrice, Kyriacos Nikiforou +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Methodology (stat.ME) #Neural Networks and Applications
8. Causal Inference via Kernel Deviance Measures
   2018/04/12 by Mitrovic, Jovana, Sejdinovic, Dino, Teh, Yee Whye · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
9. CoBERL: Contrastive BERT for Reinforcement Learning
   2021/07/12 by Banino, Andrea, Badia, Adrià Puidomenech, Walker, Jacob +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)