| 2022 | Learning with Domain Knowledge to Develop Justifiable Convolutional Networks. | Rimmon Bhosale, Mrinal Das |
| 2022 | On the Episodic Difficulty of Few-shot Learning. | Yunwei Bai, Zhenfeng He, Junfeng Hu |
| 2022 | Out of Distribution Detection via Neural Network Anchoring. | Rushil Anirudh, Jayaraman J. Thiagarajan |
| 2022 | Bayesian Change-Point Detection for Bandit Feedback in Non-stationary Environments. | Rda Alami |
| 2022 | When to Classify Events in Open Times Series? | Youssef Achenchabe, Alexis Bondu, Antoine Cornujols, Vincent Lemaire |
| 2022 | AIIR-MIX: Multi-Agent Reinforcement Learning Meets Attention Individual Intrinsic Reward Mixing Network. | Wei Li, Weiyan Liu, Shitong Shao, Shiyi Huang |
| 2022 | Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations. | Wei Zhao, Steffen Eger |
| 2022 | Semantic Cross Attention for Few-shot Learning. | Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio |
| 2022 | Towards Data-Free Domain Generalization. | Ahmed Frikha, Haokun Chen, Denis Krompa, Thomas A. Runkler, Volker Tresp |
| 2021 | Cautious Actor-Critic. | Lingwei Zhu, Toshinori Kitamura, Takamitsu Matsubara |
| 2021 | Video Action Recognition with Neural Architecture Search. | Yuanding Zhou, Baopu Li, Zhihui Wang, Haojie Li |
| 2021 | Multi-view Latent Subspace Clustering based on both Global and Local Structure. | Honghan Zhou, Weiling Cai, Le Xu, Yang Ming |
| 2021 | Slice-sampling based 3D Object Classification. | Xiangwen Zhao, Yi-Jun Yang, Wei Zeng, Liqun Yang, Yao Wang |
| 2021 | ContriQ: Ally-Focused Cooperation and Enemy-Concentrated Confrontation in Multi-Agent Reinforcement Learning. | Chenran Zhao, Dianxi Shi, Yaowen Zhang, Huanhuan Yang, Shaowu Yang, Yongjun Zhang |
| 2021 | Robust Domain Randomised Reinforcement Learning through Peer-to-Peer Distillation. | Chenyang Zhao, Timothy M. Hospedales |
| 2021 | K | Huixin Zhan, Kun Zhang, Chenyi Hu, Victor S. Sheng |
| 2021 | Bias-tolerant Fair Classification. | Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen |
| 2021 | Domain Adaptive YOLO for One-Stage Cross-Domain Detection. | Shizhao Zhang, Hongya Tuo, Jian Hu, Zhongliang Jing |
| 2021 | Semi-Open Attribute Extraction from Chinese Functional Description Text. | Li Zhang, Yanzeng Li, Rouyu Zhang, Wenjie Li |
| 2021 | BRAC+: Improved Behavior Regularized Actor Critic for Offline Reinforcement Learning. | Chi Zhang, Sanmukh R. Kuppannagari, Viktor K. Prasanna |
| 2021 | Neural Graph Filtering for Context-aware Recommendation. | Chuanyan Zhang, Xiaoguang Hong |
| 2021 | Multi-task Actor-Critic with Knowledge Transfer via a Shared Critic. | Gengzhi Zhang, Liang Feng, Yaqing Hou |
| 2021 | Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control. | Wanpeng Zhang, Xiaoyan Cao, Yao Yao, Zhicheng An, Xi Xiao, Dijun Luo |
| 2021 | Spatial Temporal Enhanced Contrastive and Pretext Learning for Skeleton-based Action Representation. | Yiwen Zhan, Yuchen Chen, Pengfei Ren, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao |
| 2021 | Iterative Deep Model Compression and Acceleration in the Frequency Domain. | Yao Zeng, Xusheng Liu, Lintan Sun, Wenzhong Li, Yuchu Fang, Sanglu Lu |