ECCV 2020 的对抗相关论文(对抗生成、对抗攻击)

ECCV 2020 的对抗相关论文(对抗生成、对抗攻击)

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ECCV 2020 的对抗相关论文(对抗生成、对抗攻击) 戳我,查看GAN的系列专辑~!



本文汇总了ECCV 2020上部分对抗相关论文,后续公众号会随缘对一些paper做解读。感兴趣的同学,可先自行根据标题,搜索对应链接(有些paper可能未公布)。值得注意的是,这里的对抗包括了生成对抗GAN、以及对抗攻击/防御,两者
概念上是迥然
的。




677
House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation
Oral


2258
Regularization with Latent Space Virtual Adversarial Training
Oral


2307
Model-Agnostic Boundary-Adversarial Sampling for Test-Time Generalization in Few-Shot learning
Oral


3047
Multi-task Learning Increases Adversarial Robustness
Oral


3570
Towards Automated Testing and Robustification by Semantic Adversarial Data Generation
Oral


3582
Adversarial Generative Grammars for Human Activity Prediction
Oral


5932
TopoGAN: A Topology-Aware Generative Adversarial Network
Oral


1425
Studying the Transferability of Adversarial Attacks on Object DetectorsSpotlight
1915Multimodal Shape Completion via Conditional Generative Adversarial Networks
Spotlight


2390
CPGAN: Content-Parsing Generative Adversarial Networks for Text-to-Image Synthesis
Spotlight


4383
Adversarial T-shirt! Evading Person Detectors in A Physical World
Spotlight


4727
Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler
Spotlight


123
Adversarial Self-Supervised Learning for Semi-Supervised 3D Action Recognition
Poster


457
Improved Adversarial Training via Learned Optimizer
Poster


634
Domain-Specific Mappings for Generative Adversarial Style Transfer
Poster


978
Unpaired Image-to-Image Translation using Adversarial Consistency Loss
Poster


984
Dual Adversarial Network: Toward Real Noise Removal and Noise Generation
Poster


1355
Adversarial Continual Learning
Poster


1456
Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses
Poster


1509
AMLN: Adversarial-based Mutual Learning Network for Online Knowledge Distillation
Poster


1541
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds
Poster


1905
Bias-based Universal Adversarial Patch Attack for Automatic Check-out
Poster


2059
SemanticAdv: Generating Adversarial Examples via Attribute-conditioned Image Editing
Poster


2116
Symbiotic Adversarial Learning for Attribute-Based Person Search
Poster


2121
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization
Poster


2160
Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video
Poster


2246
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation
Poster


2274
Adversarial Ranking Attack and Defense
Poster


2336
Boosting Decision-based Black-box Adversarial Attacks with Random Sign Flip
Poster


2709
Design and Interpretation of Universal Adversarial Patches in Face Detection
Poster


2865
Open-set Adversarial Defense
Poster


3150
Robust Tracking against Adversarial Attacks
Poster


3245
Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering
Poster


3307
Adversarial Semantic Data Augmentation for Human Pose Estimation
Poster


3412
Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior
Poster


3627
Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation
Poster


3632
APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection
Poster


3902
S
parse Adversarial Attack via Perturbation Factorization
Poster


4118
Improving the Transferability of Adversarial Examples with Resized-Diverse-Inputs, Diversity-Ensemble and Region Fitting
Poster


4302
DeepLandscape: Adversarial Modeling of Landscape Videos
Poster


4334
Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency
Poster


4362
Square Attack: a query-efficient black-box adversarial attack via random search
Poster


4583
BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging
Poster


4690
Mind the Discriminability: Asymmetric Adversarial Domain Adaptation
Poster


4757
Dual Adversarial Network for Deep Active Learning
Poster


4810
Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification
Poster


4889
Improving Query Efficiency of Black-box Adversarial Attack
Poster


529
1
Efficient Adversarial Attacks for Visual Object Tracking
Poster


5331
Adversarial Robustness on In- and Out-Distribution Improves Explainability
Poster


5573
Multi-Source Open-Set Deep Adversarial Domain Adaptation
Poster


5686
Improving Adversarial Robustness by Enforcing Local and Global Compactness
Poster


5687
TopoGAN: A Generative Adversarial Approach to Topology-Aware Road Segmentation
Poster


5888
Discriminative Partial Domain Adversarial Network
Poster


6231
Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature Adaptation
Poster


6438
Defense Against Adversarial Attacks via Controlling Gradient Leaking on Embedded Manifolds
Poster


6748
Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations
Poster


6753
Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks
Poster


6796
Dual Mixup Regularized Learning for Adversarial Domain Adaptation
Poster


6895
Adversarial Data Augmentation via Deformation Statistics
Poster


7451
Manifold Projection for Adversarial Defense on Face Recognition
Poster


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ECCV 2020 的对抗相关论文(对抗生成、对抗攻击)

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