ICCVW-2023-Papers

Application
New collections

4th Visual Inductive Priors for Data-Efficient Deep Learning Workshop

Title	Repo	Paper	Video
Using and Abusing Equivariance	:heavy_minus_sign:		:heavy_minus_sign:
Video BagNet: Short Temporal Receptive Fields Increase Robustness in Long-Term Action Recognition			:heavy_minus_sign:
COSE: A Consistency-Sensitivity Metric for Saliency on Image Classification			:heavy_minus_sign:
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning			:heavy_minus_sign:
Good Fences Make Good Neighbours	:heavy_minus_sign:		:heavy_minus_sign:
Data Efficient Single Image Dehazing via Adversarial Auto-Augmentation and Extended Atmospheric Scattering Model	:heavy_minus_sign:		:heavy_minus_sign:
Distilling Part-Whole Hierarchical Knowledge from a Huge Pretrained Class Agnostic Segmentation Framework			:heavy_minus_sign:
Padding Aware Neurons	:heavy_minus_sign:		:heavy_minus_sign:
Logarithm-Transform Aided Gaussian Sampling for Few-Shot Learning			:heavy_minus_sign:
DeepVAT: A Self-Supervised Technique for Cluster Assessment in Image Datasets	:heavy_minus_sign:		:heavy_minus_sign:
No Data Augmentation? Alternative Regularizations for Effective Training on Small Datasets	:heavy_minus_sign:		:heavy_minus_sign:
RV-VAE: Integrating Random Variable Algebra into Variational Autoencoders			:heavy_minus_sign:
PARTICLE: Part Discovery and Contrastive Learning for Fine-Grained Recognition			:heavy_minus_sign:
Self-Supervised Learning of Contextualized Local Visual Embeddings			:heavy_minus_sign:
InterAug: A Tuning-Free Augmentation Policy for Data-Efficient and Robust Object Detection			:heavy_minus_sign:
Geometric Superpixel Representations for Efficient Image Classification with Graph Neural Networks			:heavy_minus_sign:
Geometric Contrastive Learning	:heavy_minus_sign:		:heavy_minus_sign: