Publications

303 results for Neuro-symbolic AI

Efficient Generalization with Distributionally Robust Learning
- - Soumyadip Ghosh
  - Mark Squillante
  - et al.
- 2021
- NeurIPS 2021
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
- - Joel Dapello
  - Jenelle Feather
  - et al.
- 2021
- NeurIPS 2021
3DP3: 3D Scene Perception via Probabilistic Programming
- - Nishad Gothoskar
  - Marco Cusumano-Towner
  - et al.
- 2021
- NeurIPS 2021
Automated Evaluation of GNN Explanations with Neuro Symbolic Reasoning
- - Vanya Bannihatti Kumar
  - Balaji Ganesan
  - et al.
- 2021
- NeurIPS 2021
A Deep Learning application towards transparent communication for Payment for Forest Environmental Services (PES)
- - Ngoc Lan Hoang
  - Thu-Thuy Pham
- 2021
- NeurIPS 2021
Proof Extraction for Logical Neural Networks
- - Thabang Lebese
  - Ndivhuwo Makondo
  - et al.
- 2021
- NeurIPS 2021
Neuro-Symbolic Reinforcement Learning with First-Order Logic
- - Daiki Kimura
  - Masaki Ono
  - et al.
- 2021
- EMNLP 2021
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport
- - Manling Li
  - Tengfei Ma
  - et al.
- 2021
- EMNLP 2021
Neuro-Symbolic Approaches for Text-Based Policy Learning
- - SUBHAJIT CHAUDHURY
  - Prithvi Sen
  - et al.
- 2021
- EMNLP 2021
Neural Unification for Logic Reasoning over Natural Language
- - Gabriele Picco
  - Lam Thanh Hoang
  - et al.
- 2021
- EMNLP 2021