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Spotlight
Mon 19:55 Mathematical Reasoning via Self-supervised Skip-tree Training
Markus Rabe · Dennis Lee · Kshitij Bansal · Christian Szegedy
Poster
Wed 17:00 Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs
Zhen Han · Peng Chen · Yunpu Ma · Volker Tresp
Poster
Wed 9:00 Pre-training Text-to-Text Transformers for Concept-centric Common Sense
Wangchunshu Zhou · Dong-Ho Lee · Ravi Kiran Selvam · Seyeon Lee · Xiang Ren
Poster
Tue 17:00 Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
Honglu Zhou · Asim Kadav · Farley Lai · Alexandru Niculescu-Mizil · Martin Min · Mubbasir Kapadia · Hans P Graf
Poster
Thu 1:00 Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues
Hung Le · Nancy F Chen · Steven Hoi
Poster
Tue 17:00 RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs
Meng Qu · Junkun Chen · Louis-Pascal A Xhonneux · Yoshua Bengio · Jian Tang
Poster
Mon 9:00 MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond
Duy-Kien Nguyen · Vedanuj Goswami · Xinlei Chen
Poster
Tue 17:00 Mathematical Reasoning via Self-supervised Skip-tree Training
Markus Rabe · Dennis Lee · Kshitij Bansal · Christian Szegedy
Poster
Wed 9:00 IsarStep: a Benchmark for High-level Mathematical Reasoning
Wenda Li · Lei Yu · Yuhuai Wu · Lawrence Paulson
Poster
Mon 9:00 Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning
Zhenfang Chen · Jiayuan Mao · Jiajun Wu · Kwan-Yee K Wong · Joshua B Tenenbaum · Chuang Gan
Poster
Mon 17:00 Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting
Sayna Ebrahimi · Suzanne Petryk · Akash Gokul · William Gan · Joseph E Gonzalez · Marcus Rohrbach · trevor darrell
Poster
Wed 17:00 Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
Mrigank Raman · Aaron Chan · Siddhant Agarwal · PeiFeng Wang · Hansen Wang · Sungchul Kim · Ryan Rossi · Handong Zhao · Nedim Lipka · Xiang Ren