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Adversarial Learning

4854 directly classified papers

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Papers

Bursting the Filter Bubble: Fairness-Aware Network Link Prediction AAAI 2020
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion AAAI 2020
Estimating Principal Components under Adversarial Perturbations COLT 2020
All in One Bad Weather Removal Using Architectural Search CVPR 2020
A Self-supervised Approach for Adversarial Robustness CVPR 2020
Reverse Perspective Network for Perspective-Aware Object Counting CVPR 2020
Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents AAAI 2020
Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks AISTATS 2020
Revisiting Stochastic Extragradient AISTATS 2020
Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning AAAI 2020
Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis AAAI 2020
Progressive Adversarial Networks for Fine-Grained Domain Adaptation CVPR 2020
Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data JMLR 2020
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning CVPR 2020
Robustness to Modification with Shared Words in Paraphrase Identification EMNLP 2020
Multi-Player Bandits: The Adversarial Case JMLR 2020
Structural and Functional Decomposition for Personality Image Captioning in a Communication Game EMNLP 2020
Reverse Variational Autoencoder for Visual Attribute Manipulation and Anomaly Detection WACV 2020
Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval WACV 2020
Spherical Space Domain Adaptation With Robust Pseudo-Label Loss CVPR 2020
Adversarial Learning of Privacy-Preserving and Task-Oriented Representations AAAI 2020
Walking on Two Legs: Learning Image Segmentation with Noisy Labels UAI 2020
Robust Collective Classification against Structural Attacks UAI 2020
One-Shot Adversarial Attacks on Visual Tracking With Dual Attention CVPR 2020
LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud Based Deep Networks CVPR 2020