Interesting ML talks
54 videos • 256 views • by Daniel Persson
1
Densely Connected Convolutional Networks
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2
Detecting Visual Relationships With Deep Relational Networks
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3
Inverse Compositional Spatial Transformer Networks
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4
Training Object Class Detectors With Click Supervision | Spotlight 1-1B
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5
G2DeNet: Global Gaussian Distribution Embedding Network and Its Application to Visual Recognition
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6
Fine-Grained Recognition as HSnet Search for Informative Image Parts
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7
Object Region Mining With Adversarial Erasing: A Simple Classification to ...
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8
Detecting Oriented Text in Natural Images by Linking Segments | Spotlight 2-2C
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9
On Compressing Deep Models by Low Rank and Sparse Decomposition | Spotlight 1-1A
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10
Borrowing Treasures From the Wealthy | Spotlight 1-1A
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11
The More You Know - Using Knowledge Graphs for Image Classification | Spotlight 1-1A
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12
Non-Local Deep Features for Salient Object Detection | Spotlight 4-2B
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13
Local Binary Convolutional Neural Networks | Spotlight 3-1A
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14
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors | Spotlight 2-2A
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15
Designing Effective Inter-Pixel Information Flow for Natural Image Matting | Spotlight 1-1C
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16
Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring | Spotlight 1-1C
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17
Instance-Level Salient Object Segmentation | Spotlight 1-1C
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18
Learning to Extract Semantic Structure From Documents | Spotlight 3-1A
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19
Generalized Deep Image to Image Regression | Spotlight 4-1A
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20
Deep Learning With Low Precision by Half-Wave Gaussian Quantization | Spotlight 4-1A
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21
Fully-Adaptive Feature Sharing in Multi-Task Networks | Spotlight 1-2A
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22
Discriminative Bimodal Networks for Visual Localization and Detection | Spotlight 1-2A
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23
Deep Image Matting
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24
Self-Critical Sequence Training for Image Captioning
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25
Using Sparse Elimination for Solving Minimal Problems in Computer Vision
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26
Query-guided Regression Network with Context Policy for Phrase Grounding
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27
Hard-Aware Deeply Cascaded Embedding
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28
Improved Image Captioning via Policy Gradient optimization of SPIDEr
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29
Low-shot Visual Recognition by Shrinking and Hallucinating Features
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30
A Spatiotemporal Oriented Energy Network for Dynamic Texture Recognition
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31
Focal Loss for Dense Object Detection
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32
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Li...
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33
Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations
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34
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis
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35
MemNet: A Persistent Memory Network for Image Restoration
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36
Structure-measure: A New Way to Evaluate Foreground Maps
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37
Weakly-supervised learning of visual relations
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38
Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition
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39
Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networks
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40
Active Decision Boundary Annotation with Deep Generative Models
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41
Convolutional Dictionary Learning via Local Processing
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42
One Network to Solve Them All — Solving Linear Inverse Problems using Deep Projection Models
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43
WACV18: Chainlets: A New Descriptor for Detection and Recognition
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44
WACV18: Cascade Trained and Trimmed Deep Convolution Neural Networks for Image Super Resolution
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45
WACV18: Fine-grained and Semantic-guided Visual Attention for Image Captioning
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46
WACV18: Towards Robust Deep Neural Networks with BANG
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47
WACV18: ByLabel: A Boundary Based Semi-Automatic Image Annotation Tool
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48
WACV18: Unsupervised object discovery for instance recognition
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49
WACV18: Iterative Cross Learning on Noisy Labels
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50
WACV18: Lookup Table Unit Activation Function for Deep Convolutional Neural Networks
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51
WACV18: QRkit: Sparse, Composable QR Decompositions for Efficient and Stable Solutions ...
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52
WACV18: Robust and Accurate Text Stroke Segmentation
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53
CVPR #18561 - Full-Stack, GPU-based Acceleration of Deep Learning
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54
CVPR #18549 - All you need to know about self-driving
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