More Experts Than Galaxies: Conditionally-overlapping Experts With Biologically-Inspired Fixed Routingby Sagi Shaier, Francisco Pereira, Katharina…
When the Small-Loss Trick is Not Enough: Multi-Label Image Classification with Noisy Labels Applied to…
CSA: Data-efficient Mapping of Unimodal Features to Multimodal Featuresby Po-han Li, Sandeep P. Chinchali, Ufuk…
One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptationby Fabian Paischer, Lukas Hauzenberger,…
Optimizing Estimators of Squared Calibration Errors in Classificationby Sebastian G. Gruber, Francis BachFirst submitted to…
Convex Distillation: Efficient Compression of Deep Networks via Convex Optimizationby Prateek Varshney, Mert PilanciFirst submitted…
Conformal Structured Predictionby Botong Zhang, Shuo Li, Osbert BastaniFirst submitted to arxiv on: 8 Oct…
Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machinesby Edward Milsom, Ben Anson, Laurence AitchisonFirst…
Contrastive Learning to Fine-Tune Feature Extraction Models for the Visual Cortexby Alex Mulrooney, Austin J.…
NegMerge: Consensual Weight Negation for Strong Machine Unlearningby Hyoseo Kim, Dongyoon Han, Junsuk ChoeFirst submitted…