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Methodology
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Deep Learning
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Adversarial Learning
2063 directly classified papers
Papers per year
2010: 2
2014: 1
2015: 2
2016: 6
2017: 34
2018: 132
2019: 216
2020: 301
2021: 296
2022: 301
2023: 239
2024: 276
2025: 254
2026: 3
Papers
WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning
CVPR 2020
Defending Against Universal Attacks Through Selective Feature Regeneration
CVPR 2020
A Self-supervised Approach for Adversarial Robustness
CVPR 2020
All in One Bad Weather Removal Using Architectural Search
CVPR 2020
Adversarial Texture Optimization From RGB-D Scans
CVPR 2020
Efficient Adversarial Training With Transferable Adversarial Examples
CVPR 2020
Unpaired Image Super-Resolution Using Pseudo-Supervision
CVPR 2020
Adversarial Examples Improve Image Recognition
CVPR 2020
On Isometry Robustness of Deep 3D Point Cloud Models Under Adversarial Attacks
CVPR 2020
Boosting the Transferability of Adversarial Samples via Attention
CVPR 2020
Alleviation of Gradient Exploding in GANs: Fake Can Be Real
CVPR 2020
Multi-Task Learning with Generative Adversarial Training for Multi-Passage Machine Reading Comprehension
AAAI 2020
WinoGrande: An Adversarial Winograd Schema Challenge at Scale
AAAI 2020
Attentive User-Engaged Adversarial Neural Network for Community Question Answering
AAAI 2020
Adversarial Disentanglement with Grouped Observations
AAAI 2020
FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing
AAAI 2020
Adversarial Attack on Deep Product Quantization Network for Image Retrieval
AAAI 2020
SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications
AAAI 2020
REST: Performance Improvement of a Black Box Model via RL-Based Spatial Transformation
AAAI 2020
Hierarchical Knowledge Squeezed Adversarial Network Compression
AAAI 2020
Learning Transferable Adversarial Examples via Ghost Networks
AAAI 2020
Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature
AAAI 2020
Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation
AAAI 2020
Heuristic Black-Box Adversarial Attacks on Video Recognition Models
AAAI 2020
Adversarial Learning of Privacy-Preserving and Task-Oriented Representations
AAAI 2020
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