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06/04/2023
ProTeCt: Prompt Tuning for Hierarchical Consistency
Large visual-language models, like CLIP, learn generalized representatio...
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03/09/2023
Toward Unsupervised Realistic Visual Question Answering
The problem of realistic VQA (RVQA), where a model has to reject unanswe...
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12/11/2022
DISCO: Adversarial Defense with Local Implicit Functions
The problem of adversarial defenses for image classification, where the ...
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11/15/2022
YORO – Lightweight End to End Visual Grounding
We present YORO - a multi-modal transformer encoder-only architecture fo...
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11/19/2021
Modeling Flash Memory Channels Using Conditional Generative Nets
Understanding the NAND flash memory channel has become more and more cha...
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08/24/2021
OOWL500: Overcoming Dataset Collection Bias in the Wild
The hypothesis that image datasets gathered online "in the wild" can pro...
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08/23/2021
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction
Much recent progress has been made in reconstructing the 3D shape of an ...
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10/22/2020
Contrastive Learning with Adversarial Examples
Contrastive learning (CL) is a popular technique for self-supervised lea...
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07/20/2020
Solving Long-tailed Recognition with Deep Realistic Taxonomic Classifier
Long-tail recognition tackles the natural non-uniformly distributed data...
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03/28/2020
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition
Multiview recognition has been well studied in the literature and achiev...
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08/18/2019