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07/06/2023
T-MARS: Improving Visual Representations by Circumventing Text Feature Learning
Large web-sourced multimodal datasets have powered a slew of new methods...
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12/01/2022
Finetune like you pretrain: Improved finetuning of zero-shot vision models
Finetuning image-text models such as CLIP achieves state-of-the-art accu...
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07/20/2022
Test-Time Adaptation via Conjugate Pseudo-labels
Test-time adaptation (TTA) refers to adapting neural networks to distrib...
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06/17/2022
MET: Masked Encoding for Tabular Data
We consider the task of self-supervised representation learning (SSL) fo...
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10/29/2020
PAL : Pretext-based Active Learning
When obtaining labels is expensive, the requirement of a large labeled t...
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03/31/2020
Indoor Distance Estimation using LSTMs over WLAN Network
The Global Navigation Satellite Systems (GNSS) like GPS suffer from accu...
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02/28/2020