Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression
- Yihao Xue
- Siddharth Joshi
- et al.
- 2023
- ICML 2023
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- Machine Learning
1360 results for Machine Learning
Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks
- Mohammed Nowaz Rabbani Chowdhury
- Shuai Zhang
- et al.
- 2023
- ICML 2023
The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers
- Ariel Gera
- Roni Friedman
- et al.
- 2023
- ACL 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
- Subhajit Chaudhury
- Sarathkrishna Swaminathan
- et al.
- 2023
- ACL 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
- Maxwell Crouse
- Pavan Kapanipathi
- et al.
- 2023
- ACL 2023
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning
- Shachar Don-Yehiya
- Elad Venezian
- et al.
- 2023
- ACL 2023
Smartwatch-derived Acoustic Markers for Deficits in Cognitively Relevant Everyday Functioning
- Yasunori Yamada
- Kaoru Shinakwa
- et al.
- 2023
- ICDH 2023
An Automated Digital Biomarker of Mobility
- Tian Hao
- Yasunori Yamada
- et al.
- 2023
- ICDH 2023
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
- Hadjer Benmeziane
- Corey Lammie
- et al.
- 2023
- EDGE 2023
xCloudServing: Automated and Optimized ML Serving across Clouds
- Gosia Lazuka
- Andreea Simona Anghel
- et al.
- 2023
- CLOUD 2023