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Workshop
The Case for Learning Machine Language
Guangda Liu · Chieh-Jan Mike Liang · Shijie Cao · Shuai Lu · Leendert van Doorn
Poster
Thu 14:00 Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes
Alessio Mazzetto · Cristina Menghini · Andrew Yuan · Eli Upfal · Stephen Bach
Workshop
Machine Learning enabled Pooled Optical Screening in Human Lung Cancer Cells
Srinivasan Sivanandan · Max Salick · Bobby Leitmann · Kara Liu · Navpreet Ranu · Cynthia Hao · Owen Chen · John Bisognano · Eric Lubeck · Ajamete Kaykas · Eilon Sharon · Ci Chu
Poster
Tue 14:00 GOOD: A Graph Out-of-Distribution Benchmark
Shurui Gui · Xiner Li · Limei Wang · Shuiwang Ji
Workshop
Pre-train, fine-tune, interpolate: a three-stage strategy for domain generalization
Alexandre Rame · Jianyu Zhang · Leon Bottou · David Lopez-Paz
Poster
Tue 9:00 ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment
Joseph DelPreto · Chao Liu · Yiyue Luo · Michael Foshey · Yunzhu Li · Antonio Torralba · Wojciech Matusik · Daniela Rus
Poster
Wed 14:00 Continual Learning with Evolving Class Ontologies
Zhiqiu Lin · Deepak Pathak · Yu-Xiong Wang · Deva Ramanan · Shu Kong
Poster
Wed 9:00 Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales
Tao Liu · P. R. Kumar · Ruida Zhou · Xi Liu
Workshop
Fri 7:42 MAFEA: Multimodal Attribution Framework for Embodied AI
Vidhi Jain · Jayant Sravan Tamarapalli · Sahiti Yerramilli · Yonatan Bisk
Workshop
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
Workshop
Fri 7:54 Addressing Mistake Severity in Neural Networks with Semantic Knowledge
Victoria Helus · Nathan Vaska · Natalie Abreu
Affinity Workshop
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