|
Poster
|
Tue 14:00 |
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres Joshua Mitton · Simon Mekhail · Miles Padgett · Daniele Faccio · Marco Aversa · Roderick Murray-Smith |
|
|
Poster
|
Tue 14:00 |
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning Victor Weixin Liang · Yuhui Zhang · Yongchan Kwon · Serena Yeung · James Zou |
|
|
Poster
|
Tue 9:00 |
FETA: Towards Specializing Foundational Models for Expert Task Applications Amit Alfassy · Assaf Arbelle · Oshri Halimi · Sivan Harary · Roei Herzig · Eli Schwartz · Rameswar Panda · Michele Dolfi · Christoph Auer · Peter Staar · Kate Saenko · Rogerio Feris · Leonid Karlinsky |
|
|
Poster
|
Wed 14:00 |
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann · Romain Beaumont · Richard Vencu · Cade Gordon · Ross Wightman · Mehdi Cherti · Theo Coombes · Aarush Katta · Clayton Mullis · Mitchell Wortsman · Patrick Schramowski · Srivatsa Kundurthy · Katherine Crowson · Ludwig Schmidt · Robert Kaczmarczyk · Jenia Jitsev |
|
|
Poster
|
Tue 14:00 |
Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding Eslam Bakr · Yasmeen Alsaedy · Mohamed Elhoseiny |
|
|
Poster
|
TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training Yulong Liu · Guibo Zhu · Bin Zhu · Qi Song · Guojing Ge · Haoran Chen · GuanHui Qiao · Ru Peng · Lingxiang Wu · Jinqiao Wang |
||
|
Poster
|
Wed 14:00 |
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies Shachi Deshpande · Kaiwen Wang · Dhruv Sreenivas · Zheng Li · Volodymyr Kuleshov |
|
|
Poster
|
Tue 9:00 |
Co-Modality Graph Contrastive Learning for Imbalanced Node Classification Yiyue Qian · Chunhui Zhang · Yiming Zhang · Qianlong Wen · Yanfang Ye · Chuxu Zhang |
|
|
Poster
|
Wed 14:00 |
M$^4$I: Multi-modal Models Membership Inference Pingyi Hu · Zihan Wang · Ruoxi Sun · Hu Wang · Minhui Xue |
|
|
Workshop
|
Improving Zero-shot Generalization and Robustness of Multi-modal Models Yunhao Ge · Jie Ren · Ming-Hsuan Yang · Yuxiao Wang · Andrew Gallagher · Hartwig Adam · Laurent Itti · Balaji Lakshminarayanan · Jiaping Zhao |
||
|
Competition
|
Wed 5:00 |
Weakly Supervised Cell Segmentation in Multi-modality High-Resolution Microscopy Images JUN MA · Ronald Xie · Shamini Ayyadhury · Sweta Banerjee · Ritu Gupta · Gary Bader · Bo Wang |
|
|
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 |