other.md

Edge Detection

• Holistically-Nested Edge Detection [Paper] [Code]
  • Holistically-Nested Edge Detection, arXiv:1504.06375.
• DeepEdge [Paper]
  • DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection, CVPR, 2015.
• DeepContour [Paper]
  • DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection, CVPR, 2015.

Visual Attention and Saliency

• Mr-CNN [Paper]
  • Predicting Eye Fixations using Convolutional Neural Networks, CVPR, 2015.
• Learning a Sequential Search for Landmarks [Paper]
  • Learning a Sequential Search for Landmarks, CVPR, 2015.
• Multiple Object Recognition with Visual Attention [Paper]
  • Multiple Object Recognition with Visual Attention, ICLR, 2015.
• Recurrent Models of Visual Attention [Paper]
  • Recurrent Models of Visual Attention, NIPS, 2014.

Other Topics

• Visual Analogy [Paper]
  • Deep Visual Analogy Making, NIPS, 2015
• Surface Normal Estimation [Paper]
  • Designing Deep Networks for Surface Normal Estimation, CVPR, 2015.
• Action Detection [Paper]
  • Finding Action Tubes, CVPR, 2015.
• Crowd Counting [Paper]
  • Cross-scene Crowd Counting via Deep Convolutional Neural Networks, CVPR, 2015.
• 3D Shape Retrieval [Paper]
  • Sketch-based 3D Shape Retrieval using Convolutional Neural Networks, CVPR, 2015.
• Weakly-supervised Classification
  • "Auxiliary Image Regularization for Deep CNNs with Noisy Labels", ICLR 2016, [Paper]
• Artistic Style [Paper] [Code]
  • A Neural Algorithm of Artistic Style.
• Human Gaze Estimation
  • Appearance-Based Gaze Estimation in the Wild, CVPR, 2015. [Paper] [Website]
• Face Recognition
  • DeepFace: Closing the Gap to Human-Level Performance in Face Verification, CVPR, 2014. [Paper]
  • DeepID3: Face Recognition with Very Deep Neural Networks, 2015. [Paper]
  • FaceNet: A Unified Embedding for Face Recognition and Clustering, CVPR, 2015. [Paper]
• Facial Landmark Detection
  • Facial Landmark Detection with Tweaked Convolutional Neural Networks, 2015. [Paper] [Project]