NeurIPS 2022 Workshop INTERPOLATE Submissions

Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models
Margaret Li, Suchin Gururangan, Tim Dettmers, Mike Lewis, Tim Althoff, Noah A. Smith, Luke Zettlemoyer
- 15 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
On Data Augmentation and Consistency-based Semi-supervised Relation Extraction
Komal Kumar Teru
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Differentially Private CutMix for Split Learning with Vision Transformer
Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Improving Domain Generalization with Interpolation Robustness
Ragja Palakkadavath, Thanh Nguyen-Tang, Sunil Gupta, Svetha Venkatesh
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Pre-train, fine-tune, interpolate: a three-stage strategy for domain generalization
Alexandre Rame, Jianyu Zhang, Leon Bottou, David Lopez-Paz
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Sample Relationships through the Lens of Learning Dynamics with Label Information
Shangmin Guo, Yi Ren, Stefano V Albrecht, Kenny Smith
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
AlignMixup: Improving Representations By Interpolating Aligned Features
Shashanka Venkataramanan, Ewa Kijak, laurent amsaleg, Yannis Avrithis
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
LSGANs with Gradient Regularizers are Smooth High-dimensional Interpolators
Siddarth Asokan, Chandra Sekhar Seelamantula
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Over-Training with Mixup May Hurt Generalization
Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Covariate Shift Detection via Domain Interpolation Sensitivity
Tejas Gokhale, Joshua Feinglass, Yezhou Yang
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Interpolating Compressed Parameter Subspaces
Siddhartha Datta, Nigel Shadbolt
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Mixup for Robust Image Classification - Application in Continuously Transitioning Industrial Sprays
Huanyi Shui, Hongjiang Li, Devesh Upadhyay, Praveen Narayanan, Alemayehu S Admasu
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Momentum-based Weight Interpolation of Strong Zero-Shot Models for Continual Learning
Zafir Stojanovski, Karsten Roth, Zeynep Akata
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Mixed Samples Data Augmentation with Replacing Latent Vector Components in Normalizing Flow
GENKI OSADA, Budrul Ahsan, Takashi Nishide
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Overparameterization Implicitly Regularizes Input-Space Smoothness
Matteo Gamba, Hossein Azizpour, Mårten Björkman
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
When does mixup promote local linearity in learned representations?
Arslan Chaudhry, Aditya Krishna Menon, Andreas Veit, Sadeep Jayasumana, Srikumar Ramalingam, Sanjiv Kumar
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Federated Learning with Noisy Labels: Achieving Generalization in the Face of Label Noise
Vasileios Tsouvalas, Aaqib Saeed, Tanir Özçelebi, Nirvana Meratnia
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint
Hao Liu, Minshuo Chen, Siawpeng Er, Wenjing Liao, Tong Zhang, Tuo Zhao
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
GroupMixNorm Layer for Learning Fair Models
Anubha Pandey, Aditi Rai, Maneet Singh, Deepak Bhatt, Tanmoy Bhowmik
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone
SMILE: Sample-to-feature MIxup for Efficient Transfer LEarning
Xingjian Li, Haoyi Xiong, Cheng-zhong Xu, Dejing Dou
- 06 Oct 2022 (modified: 05 May 2023)
- INTERPOLATE at NeurIPS 2022
- Readers: Everyone