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Poster
Deep Learning From Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization
Shahana Ibrahim · Tri Nguyen · Xiao Fu
Poster
Mon 2:30 Identifiability Results for Multimodal Contrastive Learning
Imant Daunhawer · Alice Bizeul · Emanuele Palumbo · Alexander Marx · Julia E Vogt
Poster
Wed 2:30 DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
Cian Eastwood · Andrei L Nicolicioiu · Julius von Kügelgen · Armin Kekic · Frederik Träuble · Andrea Dittadi · Bernhard Schoelkopf
Workshop
Identifying Incorrect Annotations in Multi-label Classification Data
Aditya Thyagarajan · Elias Snorrason · Curtis Northcutt · Jonas Mueller
Poster
Multi-domain image generation and translation with identifiability guarantees
Shaoan Xie · Lingjing Kong · Mingming Gong · Kun Zhang
Poster
Continual evaluation for lifelong learning: Identifying the stability gap
Matthias De Lange · Gido M van de Ven · Tinne Tuytelaars
Workshop
Matbench Discovery - Can machine learning identify stable crystals?
Janosh Riebesell · Rhys Goodall · Anubhav Jain · Kristin Persson · Alpha Lee
Workshop
Thu 1:36 Do Tissue Source Sites leave identifiable Signatures in Whole Slide Images beyond staining?
Muhammad Dawood · Piotr Keller · Fayyaz ul Amir Minhas