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07/17/2023
Extreme Image Compression using Fine-tuned VQGAN Models
Recent advances in generative compression methods have demonstrated rema...
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06/05/2023
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization
The out-of-distribution (OOD) problem generally arises when neural netwo...
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02/22/2023
Debiased Mapping for Full-Reference Image Quality Assessment
Mapping images to deep feature space for comparisons has been wildly ado...
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10/26/2022
Multi-lingual Evaluation of Code Generation Models
We present MBXP, an execution-based code completion benchmark in 10+ pro...
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07/03/2022
Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement
Getting rid of the fundamental limitations in fitting to the paired trai...
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08/11/2021
Towards Top-Down Just Noticeable Difference Estimation of Natural Images
Existing efforts on Just noticeable difference (JND) estimation mainly d...
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03/11/2021
Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Verification
Recent works in neural network verification show that cheap incomplete v...
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06/04/2020
Towards Understanding Fast Adversarial Training
Current neural-network-based classifiers are susceptible to adversarial ...
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05/04/2020
Comparison of Image Quality Models for Optimization of Image Processing Systems
The performance of objective image quality assessment (IQA) models has b...
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04/16/2020
Image Quality Assessment: Unifying Structure and Texture Similarity
Objective measures of image quality generally operate by making local co...
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12/16/2019
Single Image Deraining: From Model-Based to Data-Driven and Beyond
Rain removal or deraining methods attempt to restore the clean backgroun...
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08/06/2019
Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds
As 3D scanning devices and depth sensors advance, dynamic point clouds h...
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04/07/2019
Image and Video Compression with Neural Networks: A Review
In recent years, the image and video coding technologies have advanced b...
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11/06/2018
