ICML 2024 Workshop ES-FoMo-II Submissions

DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation
Ahmad Mohammadshirazi, Ali Nosratifiroozsalari, Mengxi Zhou, Dheeraj Kulshrestha, Rajiv Ramnath
- Published: 21 Jun 2024, Last Modified: 26 Jul 2024
- ES-FoMo-II 2024 Poster
- Readers: Everyone
Exponential Quantum Communication Advantage in Distributed Inference and Learning
Hagay Michaeli, Dar Gilboa, Daniel Soudry, Jarrod Ryan McClean
- Published: 21 Jun 2024, Last Modified: 24 Jul 2024
- ES-FoMo-II 2024 Poster
- Readers: Everyone
Understanding and Minimising Outlier Features in Neural Network Training
Bobby He, Lorenzo Noci, Daniele Paliotta, Imanol Schlag, Thomas Hofmann
- Published: 21 Jun 2024, Last Modified: 26 Jul 2024
- ES-FoMo-II 2024 Poster
- Readers: Everyone
Outliers and Calibration Sets have Diminishing Effect on Quantization of Modern LLMs
Davide Paglieri, Saurabh Dash, Tim Rocktäschel, Jack Parker-Holder
- Published: 21 Jun 2024, Last Modified: 26 Jul 2024
- ES-FoMo-II 2024 Poster
- Readers: Everyone
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs
Ashwinee Panda, Berivan Isik, Xiangyu Qi, Sanmi Koyejo, Tsachy Weissman, Prateek Mittal
- Published: 21 Jun 2024, Last Modified: 24 Jul 2024
- ES-FoMo-II 2024 Oral
- Readers: Everyone