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65 Results
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Workshop
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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 |
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Workshop
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A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning Paul Janson · Wenxuan Zhang · Rahaf Aljundi · Mohamed Elhoseiny |
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Poster
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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 |
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Poster
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TGEA 2.0: A Large-Scale Diagnostically Annotated Dataset with Benchmark Tasks for Text Generation of Pretrained Language Models Huibin Ge · Xiaohu Zhao · Chuang Liu · Yulong Zeng · Qun Liu · Deyi Xiong |
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Poster
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Thu 9:00 |
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers Ming Ding · Wendi Zheng · Wenyi Hong · Jie Tang |
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Poster
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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 |
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Poster
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Thu 9:00 |
When Does Differentially Private Learning Not Suffer in High Dimensions? Xuechen Li · Daogao Liu · Tatsunori Hashimoto · Huseyin A. Inan · Janardhan Kulkarni · Yin-Tat Lee · Abhradeep Guha Thakurta |
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Poster
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Wed 14:00 |
Self-Supervised Pretraining for Large-Scale Point Clouds Zaiwei Zhang · Min Bai · Erran Li Li |
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Poster
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Wed 14:00 |
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga · Antoine Bosselut · Hongyu Ren · Xikun Zhang · Christopher D Manning · Percy Liang · Jure Leskovec |
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Poster
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Wed 14:00 |
Masked Autoencoding for Scalable and Generalizable Decision Making Fangchen Liu · Hao Liu · Aditya Grover · Pieter Abbeel |
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Poster
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Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning Yizhou Wang · Meilin Chen · SHIXIANG TANG · Feng Zhu · Haiyang Yang · LEI BAI · Rui Zhao · Yunfeng Yan · Donglian Qi · Wanli Ouyang |
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Poster
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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 |