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frequency analysis

80 papers

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Co-occurring keywords

domain generalization (1522) neural network (6616) frequency domain (267) image forensics (62) generative adversarial network (1944) diffusion model (3751) semantic segmentation (3186) deepfake detection (174) data augmentation (3052) feature extraction (1580)

Papers

Spectral Probing EMNLP 2022
Outlier Dimensions that Disrupt Transformers are Driven by Frequency EMNLP 2022
Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning AAAI 2022
FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022
EmojiCloud: a Tool for Emoji Cloud Visualization NAACL 2022
Modelling Frequency, Attestation, and Corpus-Based Information with OntoLex-FrAC COLING 2022
The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings EMNLP 2022
Spectral Bias in Practice: The Role of Function Frequency in Generalization NIPS 2022
FreGAN: Exploiting Frequency Components for Training GANs under Limited Data NIPS 2022
Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier Perspective AAAI 2021
Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods INTERSPEECH 2021
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples EACL 2021
Beyond Low-frequency Information in Graph Convolutional Networks AAAI 2021
Impact of Aliasing on Generalization in Deep Convolutional Networks ICCV 2021
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain CVPR 2021
A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection CVPR 2021
Frequency-Aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection CVPR 2021
FcaNet: Frequency Channel Attention Networks ICCV 2021
Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective ICCV 2021
Fourier Spectrum Discrepancies in Deep Network Generated Images NIPS 2020
Leveraging Frequency Analysis for Deep Fake Image Recognition ICML 2020
The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies NIPS 2019
Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter at SemEval-2019 Task 5: Frequency Analysis Interpolation for Hate in Speech Detection SEMEVAL 2019
Morphological Irregularity Correlates with Frequency ACL 2019
A New Frequency Coverage Metric and a New Subband Encoding Model, with an Application in Pitch Estimation INTERSPEECH 2018