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Greatest papers with code

BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection

31 Jan 2019Cadene/block.bootstrap.pytorch

We demonstrate the practical interest of our fusion model by using BLOCK for two challenging tasks: Visual Question Answering (VQA) and Visual Relationship Detection (VRD), where we design end-to-end learnable architectures for representing relevant interactions between modalities.

QUESTION ANSWERING REPRESENTATION LEARNING VISUAL QUESTION ANSWERING VISUAL RELATIONSHIP DETECTION

Visual relationship detection with deep structural ranking

27 Apr 2018GriffinLiang/vrd-dsr

In this paper, we propose a novel framework, called Deep Structural Ranking, for visual relationship detection.

VISUAL RELATIONSHIP DETECTION

Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation

1 Oct 2019logictensornetworks/logictensornetworks

This requires the detection of visual relationships: triples (subject, relation, object) describing a semantic relation between a subject and an object.

RELATIONAL REASONING TENSOR NETWORKS VISUAL RELATIONSHIP DETECTION ZERO-SHOT LEARNING

Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection

CVPR 2017 nexusapoorvacus/DeepVariationStructuredRL

To capture such global interdependency, we propose a deep Variation-structured Reinforcement Learning (VRL) framework to sequentially discover object relationships and attributes in the whole image.

IMAGE CLASSIFICATION VISUAL RELATIONSHIP DETECTION

The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale

2 Nov 2018ccc013/DeepLearning_Notes

We present Open Images V4, a dataset of 9. 2M images with unified annotations for image classification, object detection and visual relationship detection.

IMAGE CLASSIFICATION OBJECT DETECTION VISUAL RELATIONSHIP DETECTION

Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues

ICCV 2017 BryanPlummer/pl-clc

This paper presents a framework for localization or grounding of phrases in images using a large collection of linguistic and visual cues.

VISUAL RELATIONSHIP DETECTION

Long Tail Visual Relationship Recognition with Hubless Regularized Relmix

25 Mar 2020Vision-CAIR/LTVRR

We propose to study the task of Long-Tail Visual Relationship Recognition (LTVRR), which aims at generalizing on the structured long-tail distribution of visual relationships (e. g., "rabbit grazing on grass").

OBJECT CLASSIFICATION VISUAL RELATIONSHIP DETECTION

Visual Relationship Detection with Relative Location Mining

2 Nov 2019zhouhaocv/RLM-Net

Visual relationship detection, as a challenging task used to find and distinguish the interactions between object pairs in one image, has received much attention recently.

VISUAL RELATIONSHIP DETECTION

LIGHTEN: Learning Interactions with Graph and Hierarchical TEmporal Networks for HOI in videos

17 Dec 2020praneeth11009/LIGHTEN-Learning-Interactions-with-Graphs-and-Hierarchical-TEmporal-Networks-for-HOI

Analyzing the interactions between humans and objects from a video includes identification of the relationships between humans and the objects present in the video.

HUMAN-OBJECT INTERACTION DETECTION VISUAL RELATIONSHIP DETECTION