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Ngai-Man Cheung

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Papers (36)

  1. CERSA: Cumulative Energy-Retaining Subspace Adaptation for Memory-Efficient Fine-Tuning cs.LG · 2026 · author #7
  2. Joint Architecture-Token-Bitwidth Multi-Axis Optimization of Vision Transformers for Semiconductor IC Packaging cs.CV · 2026 · author #6
  3. Revisiting Model Inversion Evaluation: From Misleading Standards to Reliable Privacy Assessment cs.LG · 2025 · author #5
  4. An Improved Self-supervised GAN via Adversarial Training cs.CV · 2019 · author #4
  5. SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration without Correspondences cs.CV · 2019 · author #4
  6. Detecting Target-Area Link-Flooding DDoS Attacks using Traffic Analysis and Supervised Learning cs.CR · 2019 · author #5
  7. On Sparse Graph Fourier Transform eess.SP · 2018 · author #3
  8. Improving GAN with neighbors embedding and gradient matching cs.CV · 2018 · author #3
  9. DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN cs.LG · 2018 · author #4
  10. Deep Adaptive Temporal Pooling for Activity Recognition cs.CV · 2018 · author #2
  11. Defense Against Adversarial Attacks with Saak Transform cs.CV · 2018 · author #3
  12. MCP: a Multi-Component learning machine to Predict protein secondary structure cs.CE · 2018 · author #5
  13. Efficient and Deep Person Re-Identification using Multi-Level Similarity cs.CV · 2018 · author #2
  14. Dist-GAN: An Improved GAN using Distance Constraints cs.CV · 2018 · author #3
  15. Fine-grained wound tissue analysis using deep neural network cs.CV · 2018 · author #5
  16. Binary Constrained Deep Hashing Network for Image Retrieval without Manual Annotation cs.CV · 2018 · author #6
  17. On-device Scalable Image-based Localization via Prioritized Cascade Search and Fast One-Many RANSAC cs.CV · 2018 · author #7
  18. From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval cs.CV · 2018 · author #6
  19. Joint Estimation of Low-Rank Components and Connectivity Graph in High-Dimensional Graph Signals: Application to Brain Imaging eess.IV · 2018 · author #3
  20. Early detection of Crossfire attacks using deep learning cs.CR · 2017 · author #5
  21. Adaptive Quantization for Deep Neural Network cs.LG · 2017 · author #3
  22. Supervised Hashing with End-to-End Binary Deep Neural Network cs.CV · 2017 · author #3
  23. Selective Deep Convolutional Features for Image Retrieval cs.CV · 2017 · author #4
  24. Deep neural networks on graph signals for brain imaging analysis cs.CV · 2017 · author #3
  25. Enhance Feature Discrimination for Unsupervised Hashing cs.CV · 2017 · author #4
  26. Simultaneous Feature Aggregating and Hashing for Large-scale Image Search cs.CV · 2017 · author #4
  27. On Classification of Distorted Images with Deep Convolutional Neural Networks cs.CV · 2017 · author #3
  28. Simultaneous Low-rank Component and Graph Estimation for High-dimensional Graph Signals: Application to Brain Imaging cs.CV · 2016 · author #4
  29. Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian cs.CV · 2016 · author #4
  30. Learning to Hash with Binary Deep Neural Network cs.CV · 2016 · author #3
  31. Embedding based on function approximation for large scale image search cs.CV · 2016 · author #2
  32. Egocentric Activity Recognition with Multimodal Fisher Vector cs.MM · 2016 · author #2
  33. Image-based Vehicle Analysis using Deep Neural Network: A Systematic Study cs.CV · 2016 · author #4
  34. Merge Frame Design for Video Stream Switching using Piecewise Constant Functions cs.MM · 2015 · author #3
  35. Discrete Hashing with Deep Neural Network cs.CV · 2015 · author #3
  36. TOP-SPIN: TOPic discovery via Sparse Principal component INterference cs.CV · 2013 · author #3

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