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• Improving Label Noise Robustness with Data Augmentation and Semi-Supervised Learning (Student Abstract)

  Kento Nishi, Yi Ding, Alex Rich, Tobias Höllerer

  15855-15856

  2021-05-18

• Is Each Layer Non-trivial in CNN? (Student Abstract)

  Wei Wang, Yanjie Zhu, Zhuoxu Cui, Dong Liang

  15915-15916

  2021-05-18

• Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo)

  Yixiao Lan, Yuan Liu, Boyang Li, Chunyan Miao

  16063-16066

  2021-05-18

• Discovering Interpretable Data-to-Sequence Generators

  Boris Wiegand, Dietrich Klakow, Jilles Vreeken

  4237-4244

  2022-06-28

• Ensemble Semi-supervised Entity Alignment via Cycle-Teaching

  Kexuan Xin, Zequn Sun, Wen Hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou

  4281-4289

  2022-06-28

• Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data

  Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-Kirkpatrick, Shlomo Dubnov

  4441-4449

  2022-06-28

• Online Elicitation of Necessarily Optimal Matchings

  Jannik Peters

  5164-5172

  2022-06-28

• Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning

  Mu Jin, Zhihao Ma, Kebing Jin, Hankz Hankui Zhuo, Chen Chen, Chao Yu

  7042-7050

  2022-06-28

• TrustAL: Trustworthy Active Learning Using Knowledge Distillation

  Beong-woo Kwak, Youngwook Kim, Yu Jin Kim, Seung-won Hwang, Jinyoung Yeo

  7263-7271

  2022-06-28

• Random Tensor Theory for Tensor Decomposition

  Mohamed Ouerfelli, Mohamed Tamaazousti, Vincent Rivasseau

  7913-7921

  2022-06-28

• Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks

  Soumyasundar Pal, Antonios Valkanas, Florence Regol, Mark Coates

  7922-7930

  2022-06-28

• CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks

  Mikhail Pautov, Nurislam Tursynbek, Marina Munkhoeva, Nikita Muravev, Aleksandr Petiushko, Ivan Oseledets

  7975-7983

  2022-06-28

• Interpretable Neural Subgraph Matching for Graph Retrieval

  Indradyumna Roy, Venkata Sai Baba Reddy Velugoti, Soumen Chakrabarti, Abir De

  8115-8123

  2022-06-28

• Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations

  Hui Shi, Sicun Gao, Yuandong Tian, Xinyun Chen, Jishen Zhao

  8267-8276

  2022-06-28

• Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels

  Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie

  8315-8323

  2022-06-28

• ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems

  Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, A. Salman Avestimehr

  8342-8350

  2022-06-28

• Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum

  Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu

  9136-9144

  2022-06-28

• Cosine Model Watermarking against Ensemble Distillation

  Laurent Charette, Lingyang Chu, Yizhou Chen, Jian Pei, Lanjun Wang, Yong Zhang

  9512-9520

  2022-06-28

• DeepAuth: A DNN Authentication Framework by Model-Unique and Fragile Signature Embedding

  Yingjie Lao, Weijie Zhao, Peng Yang, Ping Li

  9595-9603

  2022-06-28

• Explainable Planner Selection for Classical Planning

  Patrick Ferber, Jendrik Seipp

  9741-9749

  2022-06-28

• Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model

  Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada, Koji Tsuda, Ichiro Takeuchi

  9999-10007

  2022-06-28

• NAREOR: The Narrative Reordering Problem

  Varun Gangal, Steven Y. Feng, Malihe Alikhani, Teruko Mitamura, Eduard Hovy

  10645-10653

  2022-06-28

• AutoBERT-Zero: Evolving BERT Backbone from Scratch

  Jiahui Gao, Hang Xu, Han Shi, Xiaozhe Ren, Philip L. H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li

  10663-10671

  2022-06-28

• GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection

  Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li

  10749-10757

  2022-06-28

• Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge

  Yoonna Jang, Jungwoo Lim, Yuna Hur, Dongsuk Oh, Suhyune Son, Yeonsoo Lee, Donghoon Shin, Seungryong Kim, Heuiseok Lim

  10803-10812

  2022-06-28