computer vision and pattern recognition
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- North America > United States > Virginia (0.04)
- North America > Canada (0.04)
- Europe > Russia (0.04)
- (2 more...)
- Information Technology > Security & Privacy (1.00)
- Media (0.68)
- Government (0.68)
- Information Technology > Sensing and Signal Processing > Image Processing (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.93)
- Information Technology > Artificial Intelligence > Vision > Face Recognition (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.68)
Multi-source Domain Adaptation for Semantic Segmentation
Sicheng Zhao, Bo Li, Xiangyu Yue, Yang Gu, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer
Finally, feature-level alignment is performed between the aggregated domain and target domain while training the segmentation network.
- Asia > China (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
Cross-channel Communication Networks
Jianwei Yang, Zhile Ren, Chuang Gan, Hongyuan Zhu, Devi Parikh
Neural Information Processing Systems http://nips.cc/
- North America > United States (0.14)
- North America > Canada (0.04)
- Asia > Singapore (0.04)
Semantic Image Synthesis with Unconditional Generator
Then we introduce a semantic mapper that produces the proxy masks from various input conditions including semantic masks.
- Asia > South Korea > Seoul > Seoul (0.04)
- Europe > Italy > Calabria > Catanzaro Province > Catanzaro (0.04)
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Sensing and Signal Processing > Image Processing (0.96)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.96)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
Explicit Tradeoffs between Adversarial and Natural Distributional Robustness
Results averaged over ResNet18 and ResNet50.
- North America > United States > Maryland (0.04)
- North America > United States > California (0.04)
- North America > Canada > British Columbia > Vancouver (0.04)
- Asia > Middle East > Jordan (0.04)
Learning Perceptual Inference by Contrasting
Chi Zhang, Baoxiong Jia, Feng Gao, Yixin Zhu, HongJing Lu, Song-Chun Zhu
Neural Information Processing Systems http://nips.cc/
- North America > United States > California > Los Angeles County > Los Angeles (0.14)
- North America > United States > Virginia (0.04)
- North America > Canada (0.04)
In search of the next generation of multimodal datasets
While these advances use different algorithmic techniques, e.g., contrastive learning, diffusion, or auto-regressive modeling, they all rest on a common foundation: large datasets containing paired image-text examples.
- North America > United States > Illinois > Champaign County > Urbana (0.04)
- North America > Canada > Ontario > Toronto (0.04)
- Europe > Poland (0.04)
- (4 more...)
- Information Technology (0.67)
- Health & Medicine (0.67)
ViTAE: VisionTransformerAdvancedbyExploring IntrinsicInductiveBias
Alternatively,theyrequire large-scale training data and longer training schedules to learn the IB implicitly.
- North America > Canada > Ontario > Toronto (0.04)
- Europe > Belgium > Flanders > West Flanders > Bruges (0.04)
- Asia > China > Guangdong Province > Shenzhen (0.04)