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06/29/2023
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
Instruction tuning unlocks the superior capability of Large Language Mod...
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05/31/2023
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels
Learning from noisy labels is an important and long-standing problem in ...
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05/23/2023
Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach
Recent text-to-image generation models have demonstrated impressive capa...
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03/11/2023
Adversarial Attacks and Defenses in Machine Learning-Powered Networks: A Contemporary Survey
Adversarial attacks and defenses in machine learning and deep neural net...
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11/27/2022
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding
Document images are a ubiquitous source of data where the text is organi...
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11/01/2022
User-Entity Differential Privacy in Learning Natural Language Models
In this paper, we introduce a novel concept of user-entity differential ...
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02/06/2022
Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment
While Deep Neural Networks (DNNs) are deriving the major innovations in ...
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11/27/2021
LAFITE: Towards Language-Free Training for Text-to-Image Generation
One of the major challenges in training text-to-image generation models ...
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04/13/2021
Lets Make A Story Measuring MR Child Engagement
We present the result of a pilot study measuring child engagement with t...
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04/08/2021
CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets
Financial markets are a complex dynamical system. The complexity comes f...
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03/11/2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models
Recent studies indicate that NLU models are prone to rely on shortcut fe...
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02/26/2021
SLAP: A Split Latency Adaptive VLIW pipeline architecture which enables on-the-fly variable SIMD vector-length
Over the last decade the relative latency of access to shared memory by ...
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06/02/2020
Open-Domain Question Answering with Pre-Constructed Question Spaces
Open-domain question answering aims at solving the task of locating the ...
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04/24/2020
Using Behavioral Interactions from a Mobile Device to Classify the Reader's Prior Familiarity and Goal Conditions
A student reads a textbook to learn a new topic; an attorney leafs throu...
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03/30/2020
Cross-Domain Document Object Detection: Benchmark Suite and Method
Decomposing images of document pages into high-level semantic regions (e...
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07/06/2017