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08/11/2023
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models
Current deep networks are very data-hungry and benefit from training on ...
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07/19/2023
Generative Prompt Model for Weakly Supervised Object Localization
Weakly supervised object localization (WSOL) remains challenging when le...
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05/29/2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models
Public large-scale text-to-image diffusion models, such as Stable Diffus...
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05/18/2023
PTQD: Accurate Post-Training Quantization for Diffusion Models
Diffusion models have recently dominated image synthesis and other relat...
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03/21/2023
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models
Collecting and annotating images with pixel-wise labels is time-consumin...
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02/10/2023
POSGen: Personalized Opening Sentence Generation for Online Insurance Sales
The insurance industry is shifting their sales mode from offline to onli...
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11/14/2022
BiViT: Extremely Compressed Binary Vision Transformer
Model binarization can significantly compress model size, reduce energy ...
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07/04/2022
Explore Faster Localization Learning For Scene Text Detection
Generally pre-training and long-time training computation are necessary ...
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05/16/2022
Binarizing by Classification: Is soft function really necessary?
Binary neural network leverages the Sign function to binarize real value...
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04/08/2022
Data-Free Quantization with Accurate Activation Clipping and Adaptive Batch Normalization
Data-free quantization is a task that compresses the neural network to l...
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03/20/2022
End-to-End Video Text Spotting with Transformer
Recent video text spotting methods usually require the three-staged pipe...
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09/10/2021
EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling
While large scale pre-training has achieved great achievements in bridgi...
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11/26/2020
SelfText Beyond Polygon: Unconstrained Text Detection with Box Supervision and Dynamic Self-Training
Although a polygon is a more accurate representation than an upright bou...
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09/03/2020
Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild
Deep learning-based scene text detection can achieve preferable performa...
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11/18/2019
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems
Question Answering (QA) systems are used to provide proper responses to ...
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04/22/2019