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Poster
Thu Jul 16 03:00 PM -- 03:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Randomization matters How to defend against strong adversarial attacks
In Poster Session 58
Rafael Pinot · Raphael Ettedgui · Geovani Rizk · Yann Chevaleyre · Jamal Atif
Poster
Thu Jul 16 03:00 PM -- 03:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Neural Network Control Policy Verification With Persistent Adversarial Perturbation
In Poster Session 58
Yuh-Shyang Wang · Tsui-Wei Weng · Luca Daniel
Poster
Thu Jul 16 03:00 PM -- 03:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT) @ Virtual
Deep Streaming Label Learning
In Poster Session 58
Zhen Wang · Liu Liu · Dacheng Tao
Poster
Thu Jul 16 03:00 PM -- 03:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Learning Factorized Weight Matrix for Joint Filtering
In Poster Session 58
Xiangyu Xu · Yongrui Ma · Wenxiu Sun
Poster
Thu Jul 16 03:00 PM -- 03:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Off-Policy Actor-Critic with Shared Experience Replay
In Poster Session 58
Simon Schmitt · Matteo Hessel · Karen Simonyan
Poster
Thu Jul 16 03:00 PM -- 03:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness
In Poster Session 58
Aounon Kumar · Alexander Levine · Tom Goldstein · Soheil Feizi
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT) @ Virtual
Representation Learning via Adversarially-Contrastive Optimal Transport
In Poster Session 58
Anoop Cherian · Shuchin Aeron
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
DropNet: Reducing Neural Network Complexity via Iterative Pruning
In Poster Session 58
Chong Min John Tan · Mehul Motani
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Self-Attentive Associative Memory
In Poster Session 58
Hung Le · Truyen Tran · Svetha Venkatesh
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Multinomial Logit Bandit with Low Switching Cost
In Poster Session 58
Kefan Dong · Yingkai Li · Qin Zhang · Yuan Zhou
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
A Tree-Structured Decoder for Image-to-Markup Generation
In Poster Session 58
Jianshu Zhang · Jun Du · Yongxin Yang · Yi-Zhe Song · Si Wei · Lirong Dai
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Dual-Path Distillation: A Unified Framework to Improve Black-Box Attacks
In Poster Session 58
Yonggang Zhang · Ya Li · Tongliang Liu · Xinmei Tian
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
On the Power of Compressed Sensing with Generative Models
In Poster Session 58
Akshay Kamath · Eric Price · Sushrut Karmalkar
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup
In Poster Session 58
Jang-Hyun Kim · Wonho Choo · Hyun Oh Song
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
A Graph to Graphs Framework for Retrosynthesis Prediction
In Poster Session 58
Chence Shi · Minkai Xu · Hongyu Guo · Ming Zhang · Jian Tang
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Do We Need Zero Training Loss After Achieving Zero Training Error?
In Poster Session 58
Takashi Ishida · Ikko Yamane · Tomoya Sakai · Gang Niu · Masashi Sugiyama
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Transformer Hawkes Process
In Poster Session 58
Simiao Zuo · Haoming Jiang · Zichong Li · Tuo Zhao · Hongyuan Zha
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT) @ Virtual
Projection-free Distributed Online Convex Optimization with $O(\sqrt{T})$ Communication Complexity
In Poster Session 58
Yuanyu Wan · Wei-Wei Tu · Lijun Zhang
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Cost-effectively Identifying Causal Effects When Only Response Variable is Observable
In Poster Session 58
Tian-Zuo Wang · Xi-Zhu Wu · Sheng-Jun Huang · Zhi-Hua Zhou
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Sparse Subspace Clustering with Entropy-Norm
In Poster Session 58
Liang Bai · Jiye Liang
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making
In Poster Session 58
Chengchun Shi · Runzhe Wan · Rui Song · Wenbin Lu · Ling Leng
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
More Information Supervised Probabilistic Deep Face Embedding Learning
In Poster Session 58
Ying Huang · Shangfeng Qiu · Wenwei Zhang · Xianghui Luo · Jinzhuo Wang
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Minimax Weight and Q-Function Learning for Off-Policy Evaluation
In Poster Session 58
Masatoshi Uehara · Jiawei Huang · Nan Jiang
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Learning Autoencoders with Relational Regularization
In Poster Session 58
Hongteng Xu · Dixin Luo · Ricardo Henao · Svati Shah · Lawrence Carin
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Non-autoregressive Machine Translation with Disentangled Context Transformer
In Poster Session 58
Jungo Kasai · James Cross · Marjan Ghazvininejad · Jiatao Gu
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors
In Poster Session 58
Zhaoqiang Liu · Selwyn Gomes · Avtansh Tiwari · Jonathan Scarlett
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Multi-objective Bayesian Optimization using Pareto-frontier Entropy
In Poster Session 58
Shinya Suzuki · Shion Takeno · Tomoyuki Tamura · Kazuki Shitara · Masayuki Karasuyama
Poster
Thu Jul 16 05:00 PM -- 05:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
On the (In)tractability of Computing Normalizing Constants for the Product of Determinantal Point Processes
In Poster Session 58
Naoto Ohsaka · Tatsuya Matsuoka
Poster
Thu Jul 16 06:00 PM -- 06:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training
In Poster Session 58
Xuxi Chen · Wuyang Chen · Tianlong Chen · Ye Yuan · Chen Gong · Kewei Chen · Zhangyang “Atlas” Wang
Poster
Thu Jul 16 06:00 PM -- 06:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
Learning Efficient Multi-agent Communication: An Information Bottleneck Approach
In Poster Session 58
Rundong Wang · Xu He · Runsheng Yu · Wei Qiu · Bo An · Zinovi Rabinovich
Poster
Thu Jul 16 06:00 PM -- 06:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT)
On Layer Normalization in the Transformer Architecture
In Poster Session 58
Ruibin Xiong · Yunchang Yang · Di He · Kai Zheng · Shuxin Zheng · Chen Xing · Huishuai Zhang · Yanyan Lan · Liwei Wang · Tie-Yan Liu
Poster
Thu Jul 16 06:00 PM -- 06:45 PM & Fri Jul 17 04:00 AM -- 04:45 AM (PDT) @ Virtual
Few-shot Domain Adaptation by Causal Mechanism Transfer
In Poster Session 58
Takeshi Teshima · Issei Sato · Masashi Sugiyama