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Poster
Wed 9:00 The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
Jingfeng Wu · Difan Zou · Vladimir Braverman · Quanquan Gu · Sham Kakade
Workshop
A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning
Paul Janson · Wenxuan Zhang · Rahaf Aljundi · Mohamed Elhoseiny
Workshop
Deep-pretrained-FWI: combining supervised learning with physics-informed neural network
ANA PAULA MULLER · Clecio Roque Bom · Jessé Carvalho Costa · Elisângela Lopes Faria · Marcelo Portes de Albuquerque · Marcio Portes de Albuquerque
Poster
TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training
Yulong Liu · Guibo Zhu · Bin Zhu · Qi Song · Guojing Ge · Haoran Chen · GuanHui Qiao · Ru Peng · Lingxiang Wu · Jinqiao Wang
Poster
Wed 14:00 Active Learning Helps Pretrained Models Learn the Intended Task
Alex Tamkin · Dat Nguyen · Salil Deshpande · Jesse Mu · Noah Goodman
Poster
Wed 14:00 Self-Supervised Pretraining for Large-Scale Point Clouds
Zaiwei Zhang · Min Bai · Erran Li Li
Poster
Tue 9:00 Generating Training Data with Language Models: Towards Zero-Shot Language Understanding
Yu Meng · Jiaxin Huang · Yu Zhang · Jiawei Han
Poster
Wed 9:00 Semantic Exploration from Language Abstractions and Pretrained Representations
Allison Tam · Neil Rabinowitz · Andrew Lampinen · Nicholas Roy · Stephanie Chan · DJ Strouse · Jane Wang · Andrea Banino · Felix Hill
Poster
Wed 14:00 u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality
Wei-Ning Hsu · Bowen Shi
Poster
Tue 14:00 VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
Che Wang · Xufang Luo · Keith Ross · Dongsheng Li
Poster
Thu 9:00 Egocentric Video-Language Pretraining
Kevin Qinghong Lin · Jinpeng Wang · Mattia Soldan · Michael Wray · Rui Yan · Eric Z. XU · Difei Gao · Rong-Cheng Tu · Wenzhe Zhao · Weijie Kong · Chengfei Cai · WANG HongFa · Dima Damen · Bernard Ghanem · Wei Liu · Mike Zheng Shou
Poster
Tue 14:00 CyCLIP: Cyclic Contrastive Language-Image Pretraining
Shashank Goel · Hritik Bansal · Sumit Bhatia · Ryan Rossi · Vishwa Vinay · Aditya Grover