FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations
- Lingjie Mei
- Jiayuan Mao
- et al.
- 2022
- ICLR 2022
Publications
Network Augmentation for Tiny Deep Learning
- Han Cai
- Chuang Gan
- et al.
- 2022
- ICLR 2022
RegionViT: Regional-to-Local Attention for Vision Transformers
- Richard Chen
- Rameswar Panda
- et al.
- 2022
- ICLR 2022
Can an Image Classifier Suffice For Action Recognition?
- Quanfu Fan
- Richard Chen
- et al.
- 2022
- ICLR 2022
Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation Approach
- Prashant Khanduri
- Haibo Yang
- et al.
- 2022
- ICLR 2022
How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis
- Shuai Zhang
- Meng Weng
- et al.
- 2022
- ICLR 2022
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
- Yimeng Zhang
- Yuguang Yao
- et al.
- 2022
- ICLR 2022
Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations
- Rumen Dangovski
- Li Jing
- et al.
- 2022
- ICLR 2022
Contact Points Discovery for Soft-Body Manipulations with Differentiable Physics
- Sizhe Li
- Zhiao Huang
- et al.
- 2022
- ICLR 2022
Computational Design and Validation of Polymer Membranes with high CO2 Permeability
- Hsianghan Hsu
- Ronaldo Giro
- et al.
- 2022
- APS March Meeting 2022