Gradient-based inference of abstract task representations for generalization in neural networksby Ali Hummos, Felipe del…
Improved Few-Shot Image Classification Through Multiple-Choice Questionsby Dipika Khullar, Emmett Goodman, Negin SokhandanFirst submitted to…
Comprehensive Study on Performance Evaluation and Optimization of Model Compression: Bridging Traditional Deep Learning and…
Beyond Size and Class Balance: Alpha as a New Dataset Quality Metric for Deep Learningby…
HyperbolicLR: Epoch insensitive learning rate schedulerby Tae-Geun KimFirst submitted to arxiv on: 21 Jul 2024CategoriesMain:…
Toward Efficient Convolutional Neural Networks With Structured Ternary Patternsby Christos KyrkouFirst submitted to arxiv on:…
Differential Privacy Mechanisms in Neural Tangent Kernel Regressionby Jiuxiang Gu, Yingyu Liang, Zhizhou Sha, Zhenmei…
LookupViT: Compressing visual information to a limited number of tokensby Rajat Koner, Gagan Jain, Prateek…
Generalized Coverage for More Robust Low-Budget Active Learningby Wonho Bae, Junhyug Noh, Danica J. SutherlandFirst…
Adaptive Cascading Network for Continual Test-Time Adaptationby Kien X. Nguyen, Fengchun Qiao, Xi PengFirst submitted…