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Workshop
Fri 10:25 PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners
Canyu Chen · Kai Shu
Poster
Thu 14:00 Deep invariant networks with differentiable augmentation layers
Cédric ROMMEL · Thomas Moreau · Alexandre Gramfort
Workshop
Fri 12:50 Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement
Heitor Guimarães · Arthur Pimentel · Anderson R. Avila · Mehdi Rezaghoizadeh · Tiago H Falk
Workshop
Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement
Heitor Guimarães · Arthur Pimentel · Anderson R. Avila · Mehdi Rezaghoizadeh · Tiago H Falk
Workshop
Personalised drug recommendation from augmented gene expression data - the right drug(s) for the right patient
Manuela Salvucci · Francesca Mulas · Marika Catapano
Workshop
PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners
Canyu Chen · Kai Shu
Poster
Wed 14:00 Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning
Byungchan Ko · Jungseul Ok
Poster
Tue 9:00 A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective
Chanwoo Park · Sangdoo Yun · Sanghyuk Chun
Poster
Thu 14:00 S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning
Daesol Cho · Dongseok Shim · H. Jin Kim
Poster
Wed 14:00 Analyzing Data-Centric Properties for Graph Contrastive Learning
Puja Trivedi · Ekdeep S Lubana · Mark Heimann · Danai Koutra · Jayaraman Thiagarajan
Poster
Thu 14:00 PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds
Aoran Xiao · Jiaxing Huang · Dayan Guan · Kaiwen Cui · Shijian Lu · Ling Shao
Workshop
Detecting Methane Plumes using PRISMA: Deep Learning Model and Data Augmentation
Alexis Groshenry · Clément Giron · Alexandre d'Aspremont · Thomas Lauvaux · Thibaud Ehret