Conference Publications
                A General Method for Amortizing Variational Filtering
                    
                Joseph Marino, Milan Cvitkovic, Yisong Yue 
                        
                NIPS 2018
                
                [arXiv] [PDF] [code]
                    
            
                Probabilistic Video Generation using Holistic Attribute Control
                
                Jiawei He, Andreas Lehrmann, Joseph Marino, Greg Mori, Leonid Sigal 
                    
                ECCV 2018
                
                [arXiv]
                
            
                Iterative Amortized Inference
                
                Joseph Marino, Yisong Yue, Stephan Mandt 
                    
                ICML 2018
                
                [arXiv] [PDF] [poster] [code]
                
                
Workshop Publications & Other Manuscripts
                Variational Latent Dependency Learning
            
                Jiawei He, Yu Gong, Joseph Marino, Greg Mori, Andreas Lehrmann 
            
                NIPS 2018 Workshop on Bayesian Deep Learning
                
                [Coming Soon]
            
                
                A General Framework for Amortizing Variational Filtering
                
                Joseph Marino, Milan Cvitkovic, Yisong Yue 
                
                ICML 2018 Workshop on Theoretical Foundations and Applications of Deep Generative Models
                
                [PDF] [poster]
                
                
                Learning to Infer
                
                Joseph Marino, Yisong Yue, Stephan Mandt 
                
                ICLR 2018 Workshop Track
                
                [PDF] [poster]
                
                
                Iterative Inference Models
                
                Joseph Marino, Yisong Yue, Stephan Mandt 
                
                NIPS 2017 Workshop on Bayesian Deep Learning
                
                [PDF] [poster]
                
                
                Non-expert Labels Improve Fine-Grained Object Recognition
                
                Joseph Marino
                
                [PDF]

                
                Taxonomic Curriculum Learning for Fine-Grained Object Recognition
                
                Joseph Marino
                
                [PDF]