Papers

Deep Bidirectional Language-Knowledge Graph Pretraining	Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D Manning, Percy Liang, Jure Leskovec PDF | ICLR schedule
SlotDiffusion: Unsupervised Object-Centric Learning with Diffusion Models	Ziyi Wu, Jingyu Hu, Wuyue Lu, Igor Gilitschenski, Animesh Garg PDF | ICLR schedule
LAMBADA: Backward Chaining for Automated Reasoning in Natural Language	Seyed Mehran Kazemi, Najoung Kim, DEEPTI BHATIA, Xin Xu, Deepak Ramachandran PDF | ICLR schedule
Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search	Pierre-Alexandre Kamienny, Guillaume Lample, sylvain lamprier, Marco Virgolin PDF | ICLR schedule
A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference	Emile van Krieken, Thiviyan Thanapalasingam, Jakub Mikolaj Tomczak, Frank van Harmelen, Annette Ten Teije PDF | ICLR schedule
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming	Eleonora Misino, Giuseppe Marra, Emanuele Sansone PDF | ICLR schedule
Slot-VAE: Slot Attention enables Object-Centric Scene Generation	Yanbo Wang, Letao Liu, Justin Dauwels PDF | ICLR schedule
Learning Symbolic Representations Through Joint GEnerative and DIscriminative Training	Emanuele Sansone, Robin Manhaeve PDF | ICLR schedule
Symbolic Disentangled Representations in Hyperdimensional Latent Space	Alexandr Korchemnyi, Alexey Kovalev, Aleksandr Panov PDF | ICLR schedule
Generating Temporal Logical Formulas with Transformer GANs	Jens U. Kreber, Christopher Hahn PDF | ICLR schedule
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic	Connor Pryor, Quan Yuan, Jeremiah Zhe Liu, Seyed Mehran Kazemi, Deepak Ramachandran, Tania Bedrax-Weiss, Lise Getoor PDF | ICLR schedule
Discovering Graph Generation Algorithms	Mihai Babiac, Karolis Martinkus, Roger Wattenhofer PDF | ICLR schedule
Guaranteed Conformance of Neurosymbolic Dynamics Models to Natural Constraints	Kaustubh Sridhar, Souradeep Dutta, James Weimer, Insup Lee PDF | ICLR schedule
Grounded physical language understanding with probabilistic programs and simulated worlds	Cedegao E. Zhang, Lionel Wong, Gabriel Grand, Joshua B. Tenenbaum PDF | ICLR schedule
Open-Ended Dreamer: An Unsupervised Diversity-Oriented Neurosymbolic Learner	Claire Glanois, Shyam Sudhakaran, Elias Najarro, Sebastian Risi PDF | ICLR schedule