📰 Proceedings of the AAAI Conference on Artificial Intelligence 2022 — accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2022 is the 2022 edition of the Proceedings of the AAAI Conference on Artificial Intelligence (publisher: Association for the Advancement of Artificial Intelligence). OpenAlex lists 1,619 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer ↗Haonan Wang, Peng Cao, Jiaqi Wang et al.1,111 citations
2. TS2Vec: Towards Universal Representation of Time Series ↗Zhihan Yue, Yujing Wang, Juanyong Duan et al.802 citations
3. FedProto: Federated Prototype Learning across Heterogeneous Clients ↗Yue Tan, Guodong Long, Lu Liu et al.761 citations
4. SplitFed: When Federated Learning Meets Split Learning ↗Chandra Thapa, Pathum Chamikara Mahawaga Arachchige, Seyit Ahmet Camtepe et al.720 citations
5. Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions ↗Wenyu Liu, Gaofeng Ren, Runsheng Yu et al.604 citations
6. Low-Light Image Enhancement with Normalizing Flow ↗Yufei Wang, Renjie Wan, Wenhan Yang et al.533 citations
7. TransFG: A Transformer Architecture for Fine-Grained Recognition ↗Ju He, Jie-Neng Chen, Shuai Liu et al.525 citations
8. Anchor DETR: Query Design for Transformer-Based Detector ↗Yingming Wang, Xiangyu Zhang, Tong Yang et al.482 citations
9. Unified Named Entity Recognition as Word-Word Relation Classification ↗Jingye Li, Hao Fei, Jiang Liu et al.394 citations
10. An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA ↗Zhengyuan Yang, Zhe Gan, Jianfeng Wang et al.326 citations

All accepted papers (1,619)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer ↗Haonan Wang, Peng Cao, Jiaqi Wang et al.1,111 citations
2. TS2Vec: Towards Universal Representation of Time Series ↗Zhihan Yue, Yujing Wang, Juanyong Duan et al.802 citations
3. FedProto: Federated Prototype Learning across Heterogeneous Clients ↗Yue Tan, Guodong Long, Lu Liu et al.761 citations
4. SplitFed: When Federated Learning Meets Split Learning ↗Chandra Thapa, Pathum Chamikara Mahawaga Arachchige, Seyit Ahmet Camtepe et al.720 citations
5. Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions ↗Wenyu Liu, Gaofeng Ren, Runsheng Yu et al.604 citations
6. Low-Light Image Enhancement with Normalizing Flow ↗Yufei Wang, Renjie Wan, Wenhan Yang et al.533 citations
7. TransFG: A Transformer Architecture for Fine-Grained Recognition ↗Ju He, Jie-Neng Chen, Shuai Liu et al.525 citations
8. Anchor DETR: Query Design for Transformer-Based Detector ↗Yingming Wang, Xiangyu Zhang, Tong Yang et al.482 citations
9. Unified Named Entity Recognition as Word-Word Relation Classification ↗Jingye Li, Hao Fei, Jiang Liu et al.394 citations
10. An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA ↗Zhengyuan Yang, Zhe Gan, Jianfeng Wang et al.326 citations
11. Shape-Adaptive Selection and Measurement for Oriented Object Detection ↗Liping Hou, Ke Lü, Jian Xue et al.298 citations
12. SSAST: Self-Supervised Audio Spectrogram Transformer ↗Yuan Gong, Cheng-I Lai, Yu-An Chung et al.284 citations
13. Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection ↗Shuo Li, Fang Liu, Licheng Jiao280 citations
14. I Can Find You! Boundary-Guided Separated Attention Network for Camouflaged Object Detection ↗Hongwei Zhu, Peng Li, Haoran Xie et al.248 citations
15. Deep Graph Clustering via Dual Correlation Reduction ↗Yue Liu, Wenxuan Tu, Sihang Zhou et al.237 citations
16. Pose-Guided Feature Disentangling for Occluded Person Re-identification Based on Transformer ↗Tao Wang, Hong Liu, Pinhao Song et al.230 citations
17. DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism ↗Jinglin Liu, Chengxi Li, Yi Ren et al.219 citations
18. Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment ↗Guangxing Han, Shiyuan Huang, Jiawei Ma et al.211 citations
19. Attribute-Based Progressive Fusion Network for RGBT Tracking ↗Yun Xiao, Mengmeng Yang, Chenglong Li et al.208 citations
20. Vision Transformers Are Robust Learners ↗Sayak Paul, Pin‐Yu Chen208 citations
21. Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors ↗Suyuan Liu, Siwei Wang, Pei Zhang et al.207 citations
22. Dual Contrastive Learning for General Face Forgery Detection ↗Ke Sun, Taiping Yao, Chen Shen et al.197 citations
23. OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression ↗Chunyang Fu, Ge Li, Rui Yin Song et al.196 citations
24. Towards a Rigorous Evaluation of Time-Series Anomaly Detection ↗Siwon Kim, Kukjin Choi, Hyun-Soo Choi et al.194 citations
25. Behind the Curtain: Learning Occluded Shapes for 3D Object Detection ↗Qiangeng Xu, Yiqi Zhong, Ulrich Neumann192 citations

See all 1,619 papers in Proceedings of the AAAI Conference on Artificial Intelligence 2022 — accepted papers →

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. A Holistic Approach to Undesired Content Detection in the Real WorldProceedings of the AAAI Conference on Artificial IntelligenceTodor Markov, Chong Zhang, Sandhini Agarwal, et al.2022 · 254 citations
2. StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in TextsZhengxiang Shi, Qiang Zhang, Aldo Lipani2022 · 70 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

📏Evaluation & benchmarks (1)🧮Reasoning (1)

📚 Fields

🖥️Computer Science (2)🎭Arts and Humanities (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢OpenAISan Francisco · United States1 work here🎓University College LondonLondon · United Kingdom1 work here🎓Zhejiang UniversityHangzhou · China1 work here

works and citations from OpenAlex and our library.

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