Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations
Michael Poli, Winnie Xu, Stefano Massaroli, Chenlin Meng, Kuno Kim, Stefano Ermon
[poster]
Interpretable Adversarial Attacks using Frank Wolfe
Tooba Imtiaz1, Morgan Kohler, Jared Miller, Octavia Camps, Mario Sznaier, Jennifer Dy
[poster]
Robust task-specific adaption of drug-target interaction models
Emma Svensson, Pieter-jan Hoedt, Sepp Hochroiter, Gunter Klambauer
[poster]
Multi-modal Contrastive Learning with CLOOB
Andreas Fürst, Elisabeth Rumetshofer, Johannes Lehner, Viet Tran, Fei Tang, Hubert Ramsauer, David Kreil, Michael Kopp, Günter Klambauer, Angela Bitto-Nemling, Sepp Hochreiter
[poster]
Mimicking Iterative Learning with Modern Hopfield Networks for Tabular Data
Bernhard Schäfl, Lukas Gruber, Angela Bitto-Nemling, Sepp Hochreiter
[poster]
A Recurrent Neural Network Model of Travel Direction in Humans
Lilian Cheng, Elizabeth R. Chrastil, Jeffrey Krichmar
[poster]
Automated Deep Lineage Tree Analysis Using Deep Learning with a Bayesian Single Cell Tracking Approach
Kristina Ulicna, Giulia Vallardi, Guillaume Charras, Alan R. Lowe
[poster]
Prostate Cancer Malignancy Detection and Localization From MpMRI Using Auto-Deep Learning: One Step Closer to Clinical Utilization
W. ZONG, E. CARVER, S. ZHU , E. SCHAFF, D. CHAPMAN, J. LEE, I. CHETTY, N. WEN
[poster]
Explaining Structure Activity Relationships Using Locally Faithful Surrogate Models
Heta A. Gandhi, Andrew D. White
[poster]
Affects of Remote Learning on Academic Performance of High School Students
Garima Giri, Robert M. Scott, Snigdha Chaturvedi
[poster]
Fourier-Based Strategies to Explore Ethnic Feature Generation during Visible-to-Thermal Facial Translation (Work-in-progress)
Catherine Ordun, Edward Raff, Sanjay Purushotham
[poster]
Cross-modal contrastive learning of microscopy image and structure-based representations of molecules
Ana Sanchez-Fernandez, Elisabeth Rumetshofer, Sepp Hochreiter, Günter Klambauer
[poster]
CNN-based Emotion Recognition from Multimodal Peripheral Physiological Signals
Sowmya Vijayakumar, Ronan Flynn, Peter Corcoran, Niall Murray
[poster]
Cancer Health Disparity with BERTopic and PyCaret Evaluation
Mary Adewunmi, Saksham Kumar Sharma, Nistha Sharma, N Sudha Sharmaa, Bayangmbe Mounmo
[poster]
Bayesian Optimisation for Active Monitoring of Air Pollution
Sigrid Passano Hellan, Christopher G. Lucas and Nigel H. Goddard
[poster]
Detecting Seen/Unseen Objects with Reducing Response Time for Multimedia Event Processing
Asra Aslam
[poster]
Automated Adaptive Design in Real Time
Desi R. Ivanova, Adam Foster, Steven Kleinegesse, Michael U. Gutmann, Tom Rainforth
[poster] [Talk]
Early Identification of Tuta absoluta in Tomato Plants Using Deep Learning
Lilian Mkonyi, Denis Rubanga, Baraka Maiseli, Dina Machuve
[poster]
Fast and Accurate Method for the Segmentation of Diabetic Foot UlcerImages
Rehema Mwawado,Mussa Dida,Baraka Maiseli
[poster]
Deep Kernel Learning with Personalized Multi-task Gaussian Processes for Longitudinal Prediction in Alzheimer’s Disease
Vasiliki Tassopoulou, Fanyang Yu, Christos Davatzikos
[poster]
Learning to Solve PDE-constrained Inverse Problems with Graph Networks
Qingqing Zhao, David Lindell, Gordon Wetzstein
[poster] [Talk]
Not All Poisons are Created Equal: Robust Training against Data Poisoning
Yu Yang, Tian Yu Liu, Baharan Mirzasoleiman
[poster]