Summary of On Uniform, Bayesian, and Pac-bayesian Deep Ensembles, by Nick Hauptvogel et al.
On Uniform, Bayesian, and PAC-Bayesian Deep Ensemblesby Nick Hauptvogel, Christian IgelFirst submitted to arxiv on:…
Summary of Attri-net: a Globally and Locally Inherently Interpretable Model For Multi-label Classification Using Class-specific Counterfactuals, by Susu Sun et al.
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactualsby Susu…
Summary of Efficient Topology-aware Data Augmentation For High-degree Graph Neural Networks, by Yurui Lai et al.
Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networksby Yurui Lai, Xiaoyang Lin, Renchi Yang,…
Summary of Representation Learning with Conditional Information Flow Maximization, by Dou Hu et al.
Representation Learning with Conditional Information Flow Maximizationby Dou Hu, Lingwei Wei, Wei Zhou, Songlin HuFirst…
Summary of Enhancing Adversarial Transferability Via Information Bottleneck Constraints, by Biqing Qi et al.
Enhancing Adversarial Transferability via Information Bottleneck Constraintsby Biqing Qi, Junqi Gao, Jianxing Liu, Ligang Wu,…
Summary of Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification, by Yunhe Gao et al.
Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classificationby Yunhe Gao, Difei Gu,…
Summary of Mixed-curvature Decision Trees and Random Forests, by Philippe Chlenski et al.
Mixed-Curvature Decision Trees and Random Forestsby Philippe Chlenski, Quentin Chu, Itsik Pe'erFirst submitted to arxiv…
Summary of Evaluating the Effectiveness Of Data Augmentation For Emotion Classification in Low-resource Settings, by Aashish Arora et al.
Evaluating the Effectiveness of Data Augmentation for Emotion Classification in Low-Resource Settingsby Aashish Arora, Elsbeth…
Summary of Cplip: Zero-shot Learning For Histopathology with Comprehensive Vision-language Alignment, by Sajid Javed et al.
CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignmentby Sajid Javed, Arif Mahmood, Iyyakutti Iyappan…
Summary of Agbd: a Global-scale Biomass Dataset, by Ghjulia Sialelli et al.
AGBD: A Global-scale Biomass Datasetby Ghjulia Sialelli, Torben Peters, Jan D. Wegner, Konrad SchindlerFirst submitted…