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Poster
Wed 14:00 Drawing out of Distribution with Neuro-Symbolic Generative Models
Yichao Liang · Josh Tenenbaum · Tuan Anh Le · Siddharth N
Workshop
Neural-Symbolic Recursive Machine for Systematic Generalization
Qing Li · Yixin Zhu · Yitao Liang · Ying Nian Wu · Song-Chun Zhu · Siyuan Huang
Poster
Thu 9:00 Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers
Albert Qiaochu Jiang · Wenda Li · Szymon Tworkowski · Konrad Czechowski · Tomasz Odrzygóźdź · Piotr Miłoś · Yuhuai Wu · Mateja Jamnik
Poster
Thu 9:00 Semantic Probabilistic Layers for Neuro-Symbolic Learning
Kareem Ahmed · Stefano Teso · Kai-Wei Chang · Guy Van den Broeck · Antonio Vergari
Poster
Tue 14:00 Formalizing Consistency and Coherence of Representation Learning
Harald Strömfelt · Luke Dickens · Artur Garcez · Alessandra Russo
Poster
Wed 9:00 Neural-Symbolic Entangled Framework for Complex Query Answering
Zezhong Xu · Wen Zhang · Peng Ye · Hui Chen · Huajun Chen
Poster
Wed 9:00 VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
Eleonora Misino · Giuseppe Marra · Emanuele Sansone
Poster
Wed 14:00 ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time
Tailin Wu · Megan Tjandrasuwita · Zhengxuan Wu · Xuelin Yang · Kevin Liu · Rok Sosic · Jure Leskovec
Poster
Thu 9:00 NS3: Neuro-symbolic Semantic Code Search
Shushan Arakelyan · Anna Hakhverdyan · Miltiadis Allamanis · Luis Garcia · Christophe Hauser · Xiang Ren
Poster
Wed 9:00 Discovering Design Concepts for CAD Sketches
Yuezhi Yang · Hao Pan
Poster
Thu 14:00 PDSketch: Integrated Domain Programming, Learning, and Planning
Jiayuan Mao · Tomás Lozano-Pérez · Josh Tenenbaum · Leslie Kaelbling
Affinity Workshop
A First Step Towards An Interactive Neuro-Symbolic Framework for Identifying Latent Themes in Large Text Collections
Maria Leonor Pacheco · Tunazzina Islam · Lyle Ungar · Ming Yin · Dan Goldwasser