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09/09/2023
Towards Real-World Burst Image Super-Resolution: Benchmark and Method
Despite substantial advances, single-image super-resolution (SISR) is al...
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05/15/2023
Identity-Preserving Talking Face Generation with Landmark and Appearance Priors
Generating talking face videos from audio attracts lots of research inte...
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03/06/2023
Masked Images Are Counterfactual Samples for Robust Fine-tuning
Deep learning models are challenged by the distribution shift between th...
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12/16/2022
DQnet: Cross-Model Detail Querying for Camouflaged Object Detection
Camouflaged objects are seamlessly blended in with their surroundings, w...
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11/22/2022
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation
Weakly supervised semantic segmentation is typically inspired by class a...
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11/21/2022
DreamArtist: Towards Controllable One-Shot Text-to-Image Generation via Contrastive Prompt-Tuning
Large-scale text-to-image generation models have achieved remarkable pro...
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07/31/2022
Robust Real-World Image Super-Resolution against Adversarial Attacks
Recently deep neural networks (DNNs) have achieved significant success i...
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07/13/2022
Adversarially-Aware Robust Object Detector
Object detection, as a fundamental computer vision task, has achieved a ...
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06/06/2022
Real-World Image Super-Resolution by Exclusionary Dual-Learning
Real-world image super-resolution is a practical image restoration probl...
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05/07/2022
Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution
Due to the sophisticated imaging process, an identical scene captured by...
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03/07/2022
Open Set Domain Adaptation By Novel Class Discovery
In Open Set Domain Adaptation (OSDA), large amounts of target samples ar...
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08/12/2021
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning
Open-set semi-supervised learning (open-set SSL) investigates a challeng...
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09/25/2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results
This paper introduces the real image Super-Resolution (SR) challenge tha...
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08/05/2020
Component Divide-and-Conquer for Real-World Image Super-Resolution
In this paper, we present a large-scale Diverse Real-world image Super-R...
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10/31/2019
Generalizing Energy-based Generative ConvNets from Particle Evolution Perspective
Compared with Generative Adversarial Networks (GAN), the Energy-Based ge...
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02/16/2019
Min-Entropy Latent Model for Weakly Supervised Object Detection
Weakly supervised object detection is a challenging task when provided w...
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01/12/2019