Phillip Lippe

Latest

• How to Train Neural Field Representations: A Comprehensive Study and Benchmark
• PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers
• Rotating Features for Object Discovery
• BISCUIT: Causal Representation Learning from Binary Interactions
• Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems
• Differentiable Mathematical Programming for Object-Centric Representation Learning
• Scalable Subset Sampling with Neural Conditional Poisson Networks
• Complex-Valued Autoencoders for Object Discovery
• Weakly supervised causal representation learning
• CITRIS - Causal Identifiability from Temporal Intervened Sequences
• Efficient Neural Causal Discovery without Acyclicity Constraints
• Meta-learning for fast cross-lingual adaptation in dependency parsing
• The Hateful Memes Challenge: Competition Report
• Categorical Normalizing Flows via Continuous Transformations