| Polarity Loss for Zero-shot Object Detection |
3 |
1 |
22 Nov 2018 |
not harvested |
| Rethinking ImageNet Pre-training |
1 |
3 |
21 Nov 2018 |
not harvested |
| Gradient Harmonized Single-stage Detector |
9 |
2 |
13 Nov 2018 |
official: not harvested · 0 ran · 1 unverified |
| M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network |
11 |
6 |
12 Nov 2018 |
1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Bounding Box Regression with Uncertainty for Accurate Object Detection |
4 |
1 |
23 Sep 2018 |
official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified |
| Panoptic Segmentation with a Joint Semantic and Instance Segmentation Network |
0 |
1 |
6 Sep 2018 |
not harvested |
| Associating Inter-Image Salient Instances for Weakly Supervised Semantic Segmentation |
0 |
1 |
1 Sep 2018 |
not harvested |
| Multimodal Differential Network for Visual Question Generation |
1 |
1 |
12 Aug 2018 |
not harvested |
| Question-Guided Hybrid Convolution for Visual Question Answering |
0 |
1 |
8 Aug 2018 |
not harvested |
| CornerNet: Detecting Objects as Paired Keypoints |
5 |
3 |
3 Aug 2018 |
official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 8 unverified (2 pointer-only for licence) |
| Acquisition of Localization Confidence for Accurate Object Detection |
4 |
1 |
30 Jul 2018 |
community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Where are the Blobs: Counting by Localization with Point Supervision |
3 |
1 |
25 Jul 2018 |
8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (1 pointer-only for licence) |
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation |
6 |
1 |
17 Jul 2018 |
official (archive's flag): 2 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified |
| MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network |
4 |
2 |
11 Jul 2018 |
not harvested |
| R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering |
1 |
2 |
24 May 2018 |
not harvested |
| SNIPER: Efficient Multi-Scale Training |
4 |
2 |
23 May 2018 |
not harvested |
| Simple Baselines for Human Pose Estimation and Tracking |
27 |
5 |
17 Apr 2018 |
not harvested |
| YOLOv3: An Incremental Improvement |
311 |
1 |
8 Apr 2018 |
94 ran (of which 0 constructed an object rather than computing a result; 83 with no instrument failure: 4 honoured, 2 violated, 77 with no contract checked; 11 where Syntology's instrument failed) · 30 unverified (24 pointer-only for licence) |
| Group Normalization |
22 |
3 |
22 Mar 2018 |
official (archive's flag): 3 ran · 7 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 8 unverified (5 pointer-only for licence) |
| PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model |
3 |
2 |
22 Mar 2018 |
not harvested |
| Stacked Cross Attention for Image-Text Matching |
6 |
1 |
21 Mar 2018 |
official: harvested, nothing ran · 13 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 6 where Syntology's instrument failed) · 3 unverified (1 pointer-only for licence) |
| LSTD: A Low-Shot Transfer Detector for Object Detection |
1 |
1 |
5 Mar 2018 |
not harvested |
| Path Aggregation Network for Instance Segmentation |
10 |
3 |
5 Mar 2018 |
official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| ChatPainter: Improving Text to Image Generation using Dialogue |
0 |
1 |
22 Feb 2018 |
not harvested |
| Pose Flow: Efficient Online Pose Tracking |
1 |
1 |
3 Feb 2018 |
not harvested |
| Detect-and-Track: Efficient Pose Estimation in Videos |
1 |
1 |
26 Dec 2017 |
not harvested |
| MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features |
0 |
1 |
13 Dec 2017 |
not harvested |
| Learning Semantic Concepts and Order for Image and Sentence Matching |
0 |
1 |
6 Dec 2017 |
not harvested |
| Cascade R-CNN: Delving into High Quality Object Detection |
8 |
6 |
3 Dec 2017 |
official: no sample here; runs from other or unrecorded repositories · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks |
20 |
1 |
28 Nov 2017 |
3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified |
| An Analysis of Scale Invariance in Object Detection - SNIP |
0 |
2 |
22 Nov 2017 |
not harvested |
| Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks |
0 |
1 |
22 Nov 2017 |
not harvested |
| Non-local Neural Networks |
32 |
7 |
21 Nov 2017 |
official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (4 pointer-only for licence) |
| Cascaded Pyramid Network for Multi-Person Pose Estimation |
5 |
7 |
20 Nov 2017 |
not harvested |
| Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering |
1 |
2 |
18 Nov 2017 |
not harvested |
| Single-Shot Refinement Neural Network for Object Detection |
16 |
3 |
18 Nov 2017 |
not harvested |
| Dual-Path Convolutional Image-Text Embeddings with Instance Loss |
2 |
1 |
15 Nov 2017 |
not harvested |
| High-Order Attention Models for Visual Question Answering |
1 |
1 |
12 Nov 2017 |
not harvested |
| StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks |
16 |
1 |
19 Oct 2017 |
official (archive's flag): 6 ran · 22 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 1 violated, 13 with no contract checked; 8 where Syntology's instrument failed) · 9 unverified (3 pointer-only for licence) |
| Soft Proposal Networks for Weakly Supervised Object Localization |
1 |
1 |
6 Sep 2017 |
not harvested |
| ChainerCV: a Library for Deep Learning in Computer Vision |
2 |
1 |
28 Aug 2017 |
not harvested |
| Focal Loss for Dense Object Detection |
234 |
2 |
7 Aug 2017 |
community repositories only · 11 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 9 where Syntology's instrument failed) · 0 unverified (6 pointer-only for licence) |
| Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming |
0 |
1 |
20 Jul 2017 |
not harvested |
| Revisiting Unreasonable Effectiveness of Data in Deep Learning Era |
2 |
2 |
10 Jul 2017 |
not harvested |
| WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation |
2 |
1 |
1 Jul 2017 |
not harvested |
| Few-Example Object Detection with Model Communication |
1 |
1 |
26 Jun 2017 |
not harvested |
| Mask R-CNN |
179 |
9 |
20 Mar 2017 |
101 ran (of which 3 constructed an object rather than computing a result; 90 with no instrument failure: 0 honoured, 0 violated, 90 with no contract checked; 11 where Syntology's instrument failed) · 39 unverified (32 pointer-only for licence) |
| Deformable Convolutional Networks |
38 |
1 |
17 Mar 2017 |
community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (4 pointer-only for licence) |
| Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification |
2 |
1 |
20 Feb 2017 |
not harvested |
| Towards Accurate Multi-person Pose Estimation in the Wild |
0 |
6 |
6 Jan 2017 |
not harvested |
| Beyond Skip Connections: Top-Down Modulation for Object Detection |
1 |
1 |
20 Dec 2016 |
not harvested |
| Feature Pyramid Networks for Object Detection |
85 |
2 |
9 Dec 2016 |
33 ran (of which 9 constructed an object rather than computing a result; 31 with no instrument failure: 1 honoured, 0 violated, 30 with no contract checked; 2 where Syntology's instrument failed) · 18 unverified (11 pointer-only for licence) |
| Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering |
7 |
2 |
2 Dec 2016 |
not harvested |
| RMPE: Regional Multi-person Pose Estimation |
14 |
5 |
1 Dec 2016 |
not harvested |
| Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields |
61 |
3 |
24 Nov 2016 |
community repositories only · 18 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 1 honoured, 1 violated, 14 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (4 pointer-only for licence) |
| Weakly Supervised Cascaded Convolutional Networks |
0 |
1 |
24 Nov 2016 |
not harvested |
| Fully Convolutional Instance-aware Semantic Segmentation |
3 |
2 |
23 Nov 2016 |
official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (4 pointer-only for licence) |
| Associative Embedding: End-to-End Learning for Joint Detection and Grouping |
5 |
3 |
16 Nov 2016 |
5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified |
| Graph-Structured Representations for Visual Question Answering |
0 |
2 |
19 Sep 2016 |
not harvested |
| Training Recurrent Answering Units with Joint Loss Minimization for VQA |
0 |
2 |
12 Jun 2016 |
not harvested |
| Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding |
10 |
2 |
6 Jun 2016 |
not harvested |
| Multimodal Residual Learning for Visual QA |
1 |
2 |
5 Jun 2016 |
not harvested |
| Hierarchical Question-Image Co-Attention for Visual Question Answering |
9 |
2 |
31 May 2016 |
community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (1 pointer-only for licence) |
| Counting Everyday Objects in Everyday Scenes |
1 |
5 |
12 Apr 2016 |
not harvested |
| A MultiPath Network for Object Detection |
1 |
1 |
7 Apr 2016 |
not harvested |
| A Focused Dynamic Attention Model for Visual Question Answering |
0 |
2 |
6 Apr 2016 |
not harvested |
| Image Captioning and Visual Question Answering Based on Attributes and External Knowledge |
0 |
1 |
9 Mar 2016 |
not harvested |
| Dynamic Memory Networks for Visual and Textual Question Answering |
10 |
1 |
4 Mar 2016 |
7 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 7 where Syntology's instrument failed) · 0 unverified (7 pointer-only for licence) |
| Weakly Supervised Localization using Deep Feature Maps |
0 |
1 |
1 Mar 2016 |
not harvested |
| Instance-aware Semantic Segmentation via Multi-task Network Cascades |
2 |
1 |
14 Dec 2015 |
not harvested |
| Deep Residual Learning for Image Recognition |
484 |
3 |
10 Dec 2015 |
official: no sample here; runs from other or unrecorded repositories · 254 ran (of which 108 constructed an object rather than computing a result; 166 with no instrument failure: 3 honoured, 1 violated, 162 with no contract checked; 88 where Syntology's instrument failed) · 123 unverified (193 pointer-only for licence) |
| Neural Self Talk: Image Understanding via Continuous Questioning and Answering |
0 |
2 |
10 Dec 2015 |
not harvested |
| Simple Baseline for Visual Question Answering |
7 |
2 |
7 Dec 2015 |
not harvested |
| Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering |
1 |
1 |
17 Nov 2015 |
not harvested |
| ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks |
0 |
1 |
12 Nov 2015 |
not harvested |
| Weakly Supervised Deep Detection Networks |
5 |
1 |
9 Nov 2015 |
community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Stacked Attention Networks for Image Question Answering |
16 |
1 |
7 Nov 2015 |
4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence) |
| VQA: Visual Question Answering |
21 |
10 |
3 May 2015 |
6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (6 pointer-only for licence) |
| Deep Visual-Semantic Alignments for Generating Image Descriptions |
4 |
3 |
7 Dec 2014 |
0 ran · 1 unverified |