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318 Results
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Poster
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Tue 9:00 |
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu · Swaroop Mishra · Tanglin Xia · Liang Qiu · Kai-Wei Chang · Song-Chun Zhu · Oyvind Tafjord · Peter Clark · Ashwin Kalyan |
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Poster
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Tue 9:00 |
Self-explaining deep models with logic rule reasoning Seungeon Lee · Xiting Wang · Sungwon Han · Xiaoyuan Yi · Xing Xie · Meeyoung Cha |
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Poster
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Wed 9:00 |
Explaining Preferences with Shapley Values Robert Hu · Siu Lun Chau · Jaime Ferrando Huertas · Dino Sejdinovic |
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Workshop
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Informative rewards and generalization in curriculum learning Rahul Siripurapu · Vihang Patil · Kajetan Schweighofer · Marius-Constantin Dinu · Markus Holzleitner · Hamid Eghbalzadeh · Luis Ferro · Thomas Schmied · Michael Kopp · Sepp Hochreiter |
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Poster
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Thu 9:00 |
GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games Shichang Zhang · Yozen Liu · Neil Shah · Yizhou Sun |
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Workshop
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Bounded logit attention: Learning to explain image classifiers Thomas Baumhauer · Djordje Slijepcevic · Matthias Zeppelzauer |
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Poster
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Wed 9:00 |
Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex Charles Lovering · Jessica Forde · George Konidaris · Ellie Pavlick · Michael Littman |
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Workshop
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Fri 7:54 |
Addressing Mistake Severity in Neural Networks with Semantic Knowledge Victoria Helus · Nathan Vaska · Natalie Abreu |
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Affinity Workshop
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Boosting Multi-modal Contrastive Learning with Modern Hopfield Networks and InfoLOOB Andreas Fürst · Elisabeth Rumetshofer · Johannes Lehner · Viet T. Tran · Fei Tang · Hubert Ramsauer · David Kreil · Michael Kopp · Günter Klambauer · Angela Bitto · Sepp Hochreiter |
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Poster
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Thu 14:00 |
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? Yibo Yang · Shixiang Chen · Xiangtai Li · Liang Xie · Zhouchen Lin · Dacheng Tao |
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Poster
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Wed 14:00 |
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP Andreas Fürst · Elisabeth Rumetshofer · Johannes Lehner · Viet T. Tran · Fei Tang · Hubert Ramsauer · David Kreil · Michael Kopp · Günter Klambauer · Angela Bitto · Sepp Hochreiter |
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Workshop
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Fri 10:00 |
Explainable Interactive Learning for Human-Robot Teaming Matthew Gombolay |