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Workshop
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ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets
Tomas Tokar · Scott Sanner
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Workshop
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DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks
Wei Cui · Yi Sui · Jesse Cresswell · Keyvan Golestan
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Workshop
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Unlearning Tabular Data Without a "Forget Set''
Aviraj Newatia · Michael Cooper · Rahul Krishnan
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Workshop
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Sat 8:40
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Gaël Varoquaux (Inria, Probabl): Tabular foundation models for analytics: challenges and progress
Gael Varoquaux
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Workshop
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TabDeco: A Comprehensive Contrastive Framework for Decoupled Representations in Tabular Data
Suiyao Chen · Jing Wu · Yunxiao Wang · Cheng Ji · Tianpei Xie · Daniel Cociorva · Michael Sharps · Cecile Levasseur · Hakan Brunzell
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Workshop
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Adaptivee: Adaptive Ensemble for Tabular Data
Dawid Płudowski · Katarzyna Woźnica
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Workshop
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SigCLR: Sigmoid Contrastive Learning of Visual Representations
Ömer Çağatan
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Affinity Event
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Can CNNs learn to encode word representation?
Amanuel Mersha · Tigabu Dagne Akal · Fitsum Alemu
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Workshop
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Sat 8:30
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Learning dynamics describe the computational role of (universal) representations
Erin Grant
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Workshop
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Enhancing JEPAs with Spatial Conditioning: Robust and Efficient Representation Learning
Etai Littwin · Vimal Thilak · Anand Gopalakrishnan
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Workshop
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Deep Multimodal Representation Learning for Stellar Spectra
Tobias Buck · Christian Schwarz
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Workshop
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Delays in generalization match delayed changes in representational geometry
Xingyu Zheng · Kyle Daruwalla · Ari Benjamin · David Klindt
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