CLIP baseline 與 Forensics Adapter 在 FF++ / HiDF / Celeb-DF v2 的跨資料集比較，並驗證跨 domain 部署時的分類門檻失效問題
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Sep 1, 2026 - Jupyter Notebook
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cross-dataset-generalization
Here are 8 public repositories matching this topic...
Frequency-aware deepfake detection under lossy H.264 compression using XceptionNet, DCT features, learnable frequency masking, and cross-attention fusion.
machine-learning h264 computer-vision pytorch artificial-intelligence digital-forensics frequency-domain dct xception faceforensics deepfake-detection celeb-df video-forensics cross-dataset-generalization compression-robustness
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Jun 27, 2026 - Python
Deep learning project for improving cross-dataset generalization in underwater beluga whale image classification using supervised contrastive learning.
machine-learning computer-vision deep-learning cnn pytorch image-classification research-project supervised-contrastive-learning dataset-bias wildlife-monitoring cross-dataset-generalization underwater-image-classification
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Jun 10, 2026 - Jupyter Notebook
Deepfake detection under real-world compression: foundation models + LoRA, leave-one-dataset-out evaluation, and codec-aware training
computer-vision pytorch lora robustness video-compression deepfake-detection foundation-models cross-dataset-generalization
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Oct 26, 2026 - Jupyter Notebook
How Hard is Microservice Anomaly Detection?
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May 4, 2026 - Python
Official implementation of the CMF-Lite lightweight cross-cue fusion detector for deepfake video detection accepted at MIWAI2026
clip deepfake-detection face-forgery-detection robustness-evaluation cross-dataset-generalization cross-cue-fusion
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Aug 13, 2026 - Python
Do published lightweight IoT intrusion-detection models still work on a network they were not trained on? Reproductions of four CICIoT2023 models plus cross-dataset (CICIoMT2024), drift and edge-cost benchmarks. B.Tech project, DTU.
pytorch intrusion-detection iot-security lightweight-models ciciot2023 cross-dataset-generalization ciciomt2024
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Oct 27, 2026 - Python
Reprodutibilidade: deteccao de fake news em portugues brasileiro (generalizacao, atalhos de aprendizado e robustez). Qualificacao de mestrado e artigo aceito para publicacao no ENIAC 2026.
nlp machine-learning deep-learning text-classification master-thesis reproducible-research transformers fake-news misinformation disinformation explainable-ai xai brazilian-portuguese out-of-distribution domain-generalization shortcut-learning fake-news-detection bertimbau portuguese-nlp cross-dataset-generalization
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Aug 31, 2026 - Python
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