arXiv Computer Science @arxiv_cs@qoto.org

A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research. (arXiv:2110.08253v1 [cs.LG]) http://arxiv.org/abs/2110.08253

Inconsistent Few-Shot Relation Classification via Cross-Attentional Prototype Networks with Contrastive Learning. (arXiv:2110.08254v1 [cs.LG]) http://arxiv.org/abs/2110.08254

Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting. (arXiv:2110.08255v1 [cs.LG]) http://arxiv.org/abs/2110.08255

Model-Agnostic Meta-Attack: Towards Reliable Evaluation of Adversarial Robustness. (arXiv:2110.08256v1 [cs.LG]) http://arxiv.org/abs/2110.08256

C-AllOut: Catching & Calling Outliers by Type. (arXiv:2110.08257v1 [cs.LG]) http://arxiv.org/abs/2110.08257

Learning When and What to Ask: a Hierarchical Reinforcement Learning Framework. (arXiv:2110.08258v1 [cs.LG]) http://arxiv.org/abs/2110.08258

Training Neural Networks for Solving 1-D Optimal Piecewise Linear Approximation. (arXiv:2110.08259v1 [cs.LG]) http://arxiv.org/abs/2110.08259

Effective Certification of Monotone Deep Equilibrium Models. (arXiv:2110.08260v1 [cs.LG]) http://arxiv.org/abs/2110.08260

FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling. (arXiv:2110.08263v1 [cs.LG]) http://arxiv.org/abs/2110.08263

HumBugDB: A Large-scale Acoustic Mosquito Dataset. (arXiv:2110.07607v1 [cs.SD]) http://arxiv.org/abs/2110.07607

3D Structure from 2D Microscopy images using Deep Learning. (arXiv:2110.07608v1 [q-bio.QM]) http://arxiv.org/abs/2110.07608

Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks. (arXiv:2110.07610v1 [eess.IV]) http://arxiv.org/abs/2110.07610

Sparse Implicit Processes for Approximate Inference. (arXiv:2110.07618v1 [stat.ML]) http://arxiv.org/abs/2110.07618

More Efficient Sampling for Tensor Decomposition. (arXiv:2110.07631v1 [math.NA]) http://arxiv.org/abs/2110.07631

A Survey of Machine Learning Algorithms for Detecting Ransomware Encryption Activity. (arXiv:2110.07636v1 [cs.LG]) http://arxiv.org/abs/2110.07636

Sparks: Inspiration for Science Writing using Language Models. (arXiv:2110.07640v1 [cs.HC]) http://arxiv.org/abs/2110.07640

Non-deep Networks. (arXiv:2110.07641v1 [cs.CV]) http://arxiv.org/abs/2110.07641

Talking Detection In Collaborative Learning Environments. (arXiv:2110.07646v1 [cs.CV]) http://arxiv.org/abs/2110.07646

Towards Understanding the Data Dependency of Mixup-style Training. (arXiv:2110.07647v1 [cs.LG]) http://arxiv.org/abs/2110.07647

A neural simulation-based inference approach for characterizing the Galactic Center $\gamma$-ray excess. (arXiv:2110.06931v1 [astro-ph.HE]) http://arxiv.org/abs/2110.06931