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(15 events)   Time zone: Conference local time zone  
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Spotlight
Wed Jul 20 01:15 PM -- 01:20 PM (EDT) @ Room 310
DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning
In DL: Robustness
Robert Hönig · Yiren Zhao · Robert Mullins
Spotlight
Wed Jul 20 01:20 PM -- 01:25 PM (EDT) @ Room 310
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion
In DL: Robustness
Ling Yang · Shenda Hong
Spotlight
Wed Jul 20 01:25 PM -- 01:30 PM (EDT) @ Room 310
RetrievalGuard: Provably Robust 1-Nearest Neighbor Image Retrieval
In DL: Robustness
Yihan Wu · Hongyang Zhang · Heng Huang
Spotlight
Wed Jul 20 01:30 PM -- 01:35 PM (EDT) @ Room 310
Modeling Structure with Undirected Neural Networks
In DL: Robustness
Tsvetomila Mihaylova · Vlad Niculae · Andre Filipe Torres Martins
Spotlight
Wed Jul 20 01:35 PM -- 01:40 PM (EDT) @ Room 310
Certified Neural Network Watermarks with Randomized Smoothing
In DL: Robustness
Arpit Bansal · Ping-yeh Chiang · Michael Curry · Rajiv Jain · Curtis Wigington · Varun Manjunatha · John P Dickerson · Tom Goldstein
Spotlight
Wed Jul 20 01:40 PM -- 01:45 PM (EDT) @ Room 310
Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation
In DL: Robustness
Wenxiao Wang · Alexander Levine · Soheil Feizi
Spotlight
Wed Jul 20 01:45 PM -- 01:50 PM (EDT) @ Room 310
Adversarial Vulnerability of Randomized Ensembles
In DL: Robustness
Hassan Dbouk · Naresh Shanbhag
Oral
Wed Jul 20 01:50 PM -- 02:10 PM (EDT) @ Room 310
Robustness Verification for Contrastive Learning
In DL: Robustness
Zekai Wang · Weiwei Liu
Spotlight
Wed Jul 20 02:10 PM -- 02:15 PM (EDT) @ Room 310
The CLRS Algorithmic Reasoning Benchmark
In DL: Robustness
Petar Veličković · Adrià Puigdomenech Badia · David Budden · Razvan Pascanu · Andrea Banino · Misha Dashevskiy · Raia Hadsell · Charles Blundell
Spotlight
Wed Jul 20 02:15 PM -- 02:20 PM (EDT) @ Room 310
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
In DL: Robustness
Xiang Li · Renyu Zhu · Yao Cheng · Caihua Shan · Siqiang Luo · Dongsheng Li · Weining Qian
Spotlight
Wed Jul 20 02:20 PM -- 02:25 PM (EDT) @ Room 310
Understanding Robust Generalization in Learning Regular Languages
In DL: Robustness
Soham Dan · Osbert Bastani · Dan Roth
Spotlight
Wed Jul 20 02:25 PM -- 02:30 PM (EDT) @ Room 310
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
In DL: Robustness
Leo Schwinn · Leon Bungert · An Nguyen · René Raab · Falk Pulsmeyer · Doina Precup · Bjoern Eskofier · Dario Zanca
Spotlight
Wed Jul 20 02:30 PM -- 02:35 PM (EDT) @ Room 310
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems
In DL: Robustness
Wenzheng Hou · Qianqian Xu · zhiyong yang · Shilong Bao · Yuan He · Qingming Huang
Spotlight
Wed Jul 20 02:35 PM -- 02:40 PM (EDT) @ Room 310
A Modern Self-Referential Weight Matrix That Learns to Modify Itself
In DL: Robustness
Kazuki Irie · Imanol Schlag · Robert Cordas · Jürgen Schmidhuber
Spotlight
Wed Jul 20 02:40 PM -- 02:45 PM (EDT) @ Room 310
Short-Term Plasticity Neurons Learning to Learn and Forget
In DL: Robustness
Hector Garcia Rodriguez · Qinghai Guo · Timoleon Moraitis