Referring Expression

Referring expressions places a bounding box around the instance corresponding to the provided description and image.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–125 of 364 papers

Title	Date	Tasks	Status	Hype	Score
Room-and-Object Aware Knowledge Reasoning for Remote Embodied Referring Expression	Jun 19, 2021	Instruction FollowingNavigate	CodeCode Available	1	5
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs	Nov 8, 2023	Question AnsweringReferring Expression	CodeCode Available	1	5
TRAR: Routing the Attention Spans in Transformer for Visual Question Answering	Jan 1, 2021	Question AnsweringReferring Expression	CodeCode Available	1	5
Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs	Oct 1, 2023	Referring Expression	CodeCode Available	1	5
Image Segmentation Using Text and Image Prompts	Dec 18, 2021	DecoderImage Segmentation	CodeCode Available	1	5
Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions	May 4, 2020	Contrastive LearningMulti-Task Learning	CodeCode Available	1	5
Resilience through Scene Context in Visual Referring Expression Generation	Apr 18, 2024	Referring ExpressionReferring expression generation	CodeCode Available	0	5
Revisiting Counterfactual Problems in Referring Expression Comprehension	Jan 1, 2024	AttributeContrastive Learning	CodeCode Available	0	5
Deconfounded Visual Grounding	Dec 31, 2021	Referring ExpressionVisual Grounding	CodeCode Available	0	5
Grounding Referring Expressions in Images by Variational Context	Dec 5, 2017	Multiple Instance LearningReferring Expression	CodeCode Available	0	5
Grounding Language in Multi-Perspective Referential Communication	Oct 4, 2024	Referring ExpressionReferring expression generation	CodeCode Available	0	5
A Joint Speaker-Listener-Reinforcer Model for Referring Expressions	Dec 30, 2016	Referring ExpressionReferring Expression Comprehension	CodeCode Available	0	5
Cross-Modal Self-Attention Network for Referring Image Segmentation	Apr 9, 2019	Image SegmentationReferring Expression	CodeCode Available	0	5
Referring Expression Object Segmentation with Caption-Aware Consistency	Oct 10, 2019	Caption GenerationObject	CodeCode Available	0	5
Referring Expression Generation in Visually Grounded Dialogue with Discourse-aware Comprehension Guiding	Sep 9, 2024	Image RetrievalReferring Expression	CodeCode Available	0	5
Referring Expression Generation Using Entity Profiles	Sep 4, 2019	Referring ExpressionReferring expression generation	CodeCode Available	0	5
Giving Commands to a Self-Driving Car: How to Deal with Uncertain Situations?	Jun 8, 2021	Referring ExpressionSelf-Driving Cars	CodeCode Available	0	5
Reasoning About Pragmatics with Neural Listeners and Speakers	Apr 2, 2016	Referring ExpressionText Generation	CodeCode Available	0	5
Enhancing Interpretability and Interactivity in Robot Manipulation: A Neurosymbolic Approach	Oct 3, 2022	Referring ExpressionRobot Manipulation	CodeCode Available	0	5
Referring Expression Comprehension Using Language Adaptive Inference	Jun 6, 2023	object-detectionObject Detection	CodeCode Available	0	5
Generation and Comprehension of Unambiguous Object Descriptions	Nov 7, 2015	Image CaptioningObject	CodeCode Available	0	5
Continual Referring Expression Comprehension via Dual Modular Memorization	Nov 25, 2023	MemorizationReferring Expression	CodeCode Available	0	5
Pento-DIARef: A Diagnostic Dataset for Learning the Incremental Algorithm for Referring Expression Generation from Examples	May 24, 2023	DiagnosticReferring Expression	CodeCode Available	0	5
REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments	Apr 23, 2019	Referring ExpressionVision and Language Navigation	CodeCode Available	0	5
NeuralREG: An end-to-end approach to referring expression generation	May 21, 2018	FormReferring Expression	CodeCode Available	0	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Random	Acc@0.5m	14.6	—	Unverified