Chitta Baral

Latest

• Integrating Knowledge and Reasoning in Image Understanding
• Spatial Knowledge Distillation to aid Visual Reasoning
• Explicit Reasoning over End-to-End Neural Architectures
• Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving
• Image Understanding using Vision and Reasoning through Scene Description Graph
• DeepIU: An Architecture for Image Understanding
• From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge
• Recognizing social constructs from textual conversation
• Towards Addressing the Winograd Schema Challenge-Building and Using a Semantic Parser and a Knowledge Hunting Module.
• Identifying various kinds of event mentions in k-parser output
• Visual common-sense for scene understanding using perception, semantic parsing and reasoning.