Semantic correspondence

The task of semantic correspondence aims to establish reliable visual correspondence between different instances of the same object category.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 151–175 of 175 papers

Title	Date	Tasks	Status
Deep Exemplar-based Video Colorization	Jun 24, 2019	ColorizationSemantic correspondence	CodeCode Available
SFNet: Learning Object-aware Semantic Correspondence	Apr 3, 2019	ObjectSemantic correspondence	—Unverified
Recurrent Transformer Networks for Semantic Correspondence	Oct 29, 2018	General ClassificationSemantic correspondence	CodeCode Available
Neighbourhood Consensus Networks	Oct 24, 2018	Semantic correspondenceVisual Localization	CodeCode Available
Learning to Embed Semantic Correspondence for Natural Language Understanding	Oct 1, 2018	Natural Language UnderstandingRe-Ranking	—Unverified
Countering Language Drift via Grounding	Sep 27, 2018	Language ModelingLanguage Modelling	—Unverified
Dense Semantic and Topological Correspondence of 3D Faces without Landmarks	Sep 1, 2018	Semantic correspondence	—Unverified
Attentive Semantic Alignment with Offset-Aware Correlation Kernels	Aug 6, 2018	Semantic correspondenceTranslation	—Unverified
iSPA-Net: Iterative Semantic Pose Alignment Network	Aug 3, 2018	ObjectPose Estimation	CodeCode Available
PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence	Jul 9, 2018	regressionSemantic correspondence	—Unverified
A Context-aware Convolutional Natural Language Generation model for Dialogue Systems	Jul 1, 2018	Machine TranslationSemantic correspondence	—Unverified
Semantic Correspondence: A Hierarchical Approach	Jun 10, 2018	Semantic correspondence	—Unverified
Bidirectional Retrieval Made Simple	Jun 1, 2018	Image RetrievalRetrieval	—Unverified
End-to-end weakly-supervised semantic alignment	Dec 19, 2017	Semantic correspondence	CodeCode Available
DCTM: Discrete-Continuous Transformation Matching for Semantic Flow	Jul 18, 2017	Semantic correspondence	—Unverified
Object-Aware Dense Semantic Correspondence	Jul 1, 2017	ObjectSemantic correspondence	—Unverified
Order embeddings and character-level convolutions for multimodal alignment	Jun 3, 2017	RetrievalSemantic correspondence	—Unverified
SCNet: Learning Semantic Correspondence	May 11, 2017	Semantic correspondence	CodeCode Available
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence	Feb 3, 2017	ObjectSemantic correspondence	CodeCode Available
Syntactic Semantic Correspondence in Dependency Grammar	Jan 1, 2017	Question AnsweringSemantic correspondence	—Unverified
A Robust Multilinear Model Learning Framework for 3D Faces	Jun 1, 2016	3D Face ModellingFace Model	CodeCode Available
Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks	Apr 4, 2016	Entity LinkingSemantic correspondence	CodeCode Available
Dense Semantic Correspondence where Every Pixel is a Classifier	May 15, 2015	Object RecognitionSemantic correspondence	—Unverified
BitSim: An Algebraic Similarity Measure for Description Logics Concepts	Mar 19, 2015	Semantic correspondenceSemantic Similarity	—Unverified
Cross-lingual Parse Disambiguation based on Semantic Correspondence	Jul 1, 2012	Semantic correspondence	—Unverified

Show:10 25 50

← PrevPage 7 of 7Next →

All datasets SPair-71k PF-PASCAL PF-WILLOW Caltech-101 AP-10K CUB-200-2011

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GeoAware-SC (Supervised, AP-10K P.T.)	PCK	85.6	—	Unverified
2	DINOv2	PCK	85.2	—	Unverified
3	GeoAware-SC (Supervised)	PCK	82.9	—	Unverified
4	SD+DINO (Supervised)	PCK	74.6	—	Unverified
5	GeoAware-SC + CleanDIFT (Zero-Shot)	PCK	70	—	Unverified
6	GeoAware-SC (Zero-Shot)	PCK	68.5	—	Unverified
7	SD+DINO + CleanDIFT (Zero-Shot)	PCK	64.8	—	Unverified
8	IFCAT	PCK	64.4	—	Unverified
9	SD+DINO (Zero-shot)	PCK	64	—	Unverified
10	DIFT + CleanDIFT (Zero-Shot)	PCK	61.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DINOv2	PCK	95.8	—	Unverified
2	GeoAware-SC (Supervised, AP-10K P.T.)	PCK	95.7	—	Unverified
3	GeoAware-SC (Supervised)	PCK	95.1	—	Unverified
4	CATs++	PCK	93.8	—	Unverified
5	SD+DINO (Supervised)	PCK	93.6	—	Unverified
6	CATs	PCK	92.6	—	Unverified
7	VAT	PCK	92.3	—	Unverified
8	VAT (ECCV)	PCK	92.3	—	Unverified
9	CHM	PCK	91.6	—	Unverified
10	DHPF	PCK	90.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LDMCorrespondences	PCK	84.3	—	Unverified
2	VAT (ECCV)	PCK	81.6	—	Unverified
3	VAT	PCK	81	—	Unverified
4	CHM	PCK	79.4	—	Unverified
5	CATs	PCK	79.2	—	Unverified
6	SCOT	PCK	78.1	—	Unverified
7	DHPF	PCK	77.6	—	Unverified
8	HPF	PCK	76.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HPF	IoU	63	—	Unverified
2	DHPF	IoU	62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DINOv2	PCK	87.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LDM Correspondences	Mean PCK@0.05	61.6	—	Unverified