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Spotlight
Thu Jul 21 07:30 AM -- 07:35 AM (PDT) @ Room 318 - 320
Equivariance versus Augmentation for Spherical Images
In Deep Learning/Optimization
Jan Gerken · Oscar Carlsson · Hampus Linander · Fredrik Ohlsson · Christoffer Petersson · Daniel Persson
Spotlight
Thu Jul 21 07:35 AM -- 07:40 AM (PDT) @ Room 318 - 320
Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training
In Deep Learning/Optimization
Charbel Sakr · Steve Dai · Rangha Venkatesan · Brian Zimmer · William Dally · Brucek Khailany
Spotlight
Thu Jul 21 07:40 AM -- 07:45 AM (PDT) @ Room 318 - 320
Neural Network Poisson Models for Behavioural and Neural Spike Train Data
In Deep Learning/Optimization
Moein Khajehnejad · Forough Habibollahi · Richard Nock · Ehsan Arabzadeh · Peter Dayan · Amir Dezfouli
Spotlight
Thu Jul 21 07:45 AM -- 07:50 AM (PDT) @ Room 318 - 320
A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks
In Deep Learning/Optimization
Huan Zhang · Shiqi Wang · Kaidi Xu · Yihan Wang · Suman Jana · Cho-Jui Hsieh · Zico Kolter
Spotlight
Thu Jul 21 07:50 AM -- 07:55 AM (PDT) @ Room 318 - 320
GACT: Activation Compressed Training for Generic Network Architectures
In Deep Learning/Optimization
Xiaoxuan Liu · Lianmin Zheng · Dequan Wang · Yukuo Cen · Weize Chen · Xu Han · Jianfei Chen · Zhiyuan Liu · Jie Tang · Joseph Gonzalez · Michael Mahoney · Alvin Cheung
Spotlight
Thu Jul 21 07:55 AM -- 08:00 AM (PDT) @ Room 318 - 320
Fast Finite Width Neural Tangent Kernel
In Deep Learning/Optimization
Roman Novak · Jascha Sohl-Dickstein · Samuel Schoenholz
Oral
Thu Jul 21 08:00 AM -- 08:20 AM (PDT) @ Room 318 - 320 None
G-Mixup: Graph Data Augmentation for Graph Classification
In Deep Learning/Optimization
Xiaotian Han · Zhimeng Jiang · Ninghao Liu · Xia Hu
Spotlight
Thu Jul 21 08:20 AM -- 08:25 AM (PDT) @ Room 318 - 320
Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models
In Deep Learning/Optimization
Beren Millidge · Tommaso Salvatori · Yuhang Song · Thomas Lukasiewicz · Rafal Bogacz
Spotlight
Thu Jul 21 08:25 AM -- 08:30 AM (PDT) @ Room 318 - 320
Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts
In Deep Learning/Optimization
Yan Zeng · Xinsong Zhang · Hang Li
Spotlight
Thu Jul 21 08:30 AM -- 08:35 AM (PDT) @ Room 318 - 320
Continual Learning with Guarantees via Weight Interval Constraints
In Deep Learning/Optimization
Maciej Wołczyk · Karol J. Piczak · Bartosz Wójcik · Łukasz Pustelnik · Paweł Morawiecki · Jacek Tabor · Tomasz Trzcinski · Przemysław Spurek
Spotlight
Thu Jul 21 08:35 AM -- 08:40 AM (PDT) @ Room 318 - 320
Faster Fundamental Graph Algorithms via Learned Predictions
In Deep Learning/Optimization
Justin Chen · Sandeep Silwal · Ali Vakilian · Fred Zhang
Spotlight
Thu Jul 21 08:40 AM -- 08:45 AM (PDT) @ Room 318 - 320
Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering
In Deep Learning/Optimization
Lorenzo Orecchia · Konstantinos Ameranis · Charalampos Tsourakakis · Kunal Talwar
Spotlight
Thu Jul 21 08:45 AM -- 08:50 AM (PDT) @ Room 318 - 320
Fair and Fast k-Center Clustering for Data Summarization
In Deep Learning/Optimization
Haris Angelidakis · Adam Kurpisz · Leon Sering · Rico Zenklusen
Spotlight
Thu Jul 21 08:50 AM -- 08:55 AM (PDT) @ Room 318 - 320
Online and Consistent Correlation Clustering
In Deep Learning/Optimization
Vincent Cohen-Addad · Silvio Lattanzi · Andreas Maggiori · Nikos Parotsidis
Spotlight
Thu Jul 21 08:55 AM -- 09:00 AM (PDT) @ Room 318 - 320
Generalized Leverage Scores: Geometric Interpretation and Applications
In Deep Learning/Optimization
Bruno Ordozgoiti · Antonis Matakos · Aristides Gionis