frequency analysis

Linear CNNs Discover the Statistical Structure of the Dataset Using Only the Most Dominant Frequencies ICML 2023 Towards Robust Gan-Generated Image Detection: A Multi-View Completion Representation IJCAI 2023 What do neural networks learn in image classification? A frequency shortcut perspective ICCV 2023 When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023 BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection WACV 2022 EmojiCloud: a Tool for Emoji Cloud Visualization NAACL 2022 Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning AAAI 2022 FreGAN: Exploiting Frequency Components for Training GANs under Limited Data NeurIPS 2022 FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022 Modelling Frequency, Attestation, and Corpus-Based Information with OntoLex-FrAC COLING 2022 Outlier Dimensions that Disrupt Transformers are Driven by Frequency EMNLP 2022 Spectral Bias in Practice: The Role of Function Frequency in Generalization NeurIPS 2022 Spectral Probing EMNLP 2022 The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings EMNLP 2022 T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis ICLR 2022 A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection CVPR 2021 Beyond Low-frequency Information in Graph Convolutional Networks AAAI 2021 FcaNet: Frequency Channel Attention Networks ICCV 2021 Frequency-Aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection CVPR 2021 Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples EACL 2021 Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods Interspeech 2021 Impact of Aliasing on Generalization in Deep Convolutional Networks ICCV 2021 Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective ICCV 2021 Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain CVPR 2021 Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier Perspective AAAI 2021