Publications

Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation Approach
- - Prashant Khanduri
  - Haibo Yang
  - et al.
- 2022
- ICLR 2022
ComPhy: Compositional Physical Reasoning of Objects and Events from Videos
- - Zhenfang Chen
  - Kexin Yi
  - et al.
- 2022
- ICLR 2022
Attention-based Interpretability with Concept Transformers
- - Mattia Rigotti
  - Christoph Miksovic Czasch
  - et al.
- 2022
- ICLR 2022
Can an Image Classifier Suffice For Action Recognition?
- - Quanfu Fan
  - Richard Chen
  - et al.
- 2022
- ICLR 2022
Case-based Reasoning for Better Generalization in Text-Adventure Games
- - Mattia Atzeni
  - Shehzaad Dhuliawala
  - 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
Adversarial Support Alignment
- - Shangyuan Tong
  - Timur Garipov
  - et al.
- 2022
- ICLR 2022
Network Augmentation for Tiny Deep Learning
- - Han Cai
  - Chuang Gan
  - et al.
- 2022
- ICLR 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations
- - Lingjie Mei
  - Jiayuan Mao
  - et al.
- 2022
- ICLR 2022