MORPH

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

30 shown of 36 papers with code (206 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Computational Optimal Transport
  1 Mar 2018 5 repositories listed
  Optimal transport (OT) theory can be informally described using the words of the French mathematician Gaspard Monge (1746-1818): A worker with a shovel in hand has to move a large pile of sand lying on a construction…
• A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild
  23 Aug 2020 4 repositories listed Syntology ran 1 of 2 samples · 1 unverified · 2 pointer-only (licence)
  However, they fail to accurately morph the lip movements of arbitrary identities in dynamic, unconstrained talking face videos, resulting in significant parts of the video being out-of-sync with the new audio.
• MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration
  4 Feb 2025 1 repository listed
  The framework offers two main contributions: (1) a data-driven regularization strategy that incorporates population-level anatomical statistics to enhance transformation validity and (2) a linearized latent space that…
• LDM-Morph: Latent diffusion model guided deformable image registration
  23 Nov 2024 1 repository listed
  Finally, a hierarchical metric was proposed to evaluate the similarity of image pairs in both the original pixel space and latent-feature space, enhancing topology preservation while improving registration accuracy.
• NCA-Morph: Medical Image Registration with Neural Cellular Automata
  29 Oct 2024 1 repository listed
  Medical image registration is a critical process that aligns various patient scans, facilitating tasks like diagnosis, surgical planning, and tracking.
• LADIMO: Face Morph Generation through Biometric Template Inversion with Latent Diffusion
  10 Oct 2024 1 repository listed
  Face morphing attacks pose a severe security threat to face recognition systems, enabling the morphed face image to be verified against multiple identities.
• On the Feasibility of Creating Iris Periocular Morphed Images
  24 Aug 2024 1 repository listed
  In the last few years, face morphing has been shown to be a complex challenge for Face Recognition Systems (FRS).
• Large Language Models for Multimodal Deformable Image Registration
  20 Aug 2024 1 repository listed
  Specifically, we first utilize a CNN encoder to extract deep visual features from cross-modal image pairs, then we use the first adapter to adjust these tokens, and use LoRA in pre-trained LLMs to fine-tune their…
• CompetEvo: Towards Morphological Evolution from Competition
  28 May 2024 1 repository listed
  Training an agent to adapt to specific tasks through co-optimization of morphology and control has widely attracted attention.
• Auto-Encoding Morph-Tokens for Multimodal LLM
  3 May 2024 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  For multimodal LLMs, the synergy of visual comprehension (textual output) and generation (visual output) presents an ongoing challenge.
• An RML-FNML module for Python user-defined functions in Morph-KGC
  1 Apr 2024 1 repository listed
  The RML mapping language declares schema transformations to map heterogeneous data into knowledge graphs.
• Declarative generation of RDF-star graphs from heterogeneous data
  20 Mar 2024 1 repository listed
  RDF-star has been proposed as an extension of RDF to make statements about statements.
• IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI data
  13 Jan 2024 1 repository listed
  IVIM-morph combines two sub-networks, a registration sub-network, and an IVIM model fitting sub-network, enabling simultaneous estimation of IVIM model parameters and motion.
• Fast-DiM: Towards Fast Diffusion Morphs
  14 Oct 2023 1 repository listed
  Diffusion Morphs (DiM) are a recent state-of-the-art method for creating high quality face morphs; however, they require a high number of network function evaluations (NFE) to create the morphs.
• RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionar
  17 Aug 2023 1 repository listed
  Subsequently, an extreme UWI compression network with reference to the feature dictionary (RFD-ECNet) is creatively proposed, which utilizes feature match and reference feature variant to significantly remove redundancy…
• Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection
  5 Jun 2023 1 repository listed
  Over time they have become simpler to perform and more realistic, as such, the usage of deep learning systems to detect these attacks has grown.
• AnchorFormer: Point Cloud Completion From Discriminative Nodes
  1 Jan 2023 1 repository listed
  Point cloud completion aims to recover the completed 3D shape of an object from its partial observation.
• RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionary
  1 Jan 2023 1 repository listed
  Subsequently, an extreme UWI compression network with reference to the feature dictionary (RFD-ECNet) is creatively proposed, which utilizes feature match and reference feature variant to significantly remove redundancy…
• qDWI-Morph: Motion-compensated quantitative Diffusion-Weighted MRI analysis for fetal lung maturity assessment
  21 Aug 2022 1 repository listed
  Our approach couples a registration sub-network with a quantitative DWI model fitting sub-network.
• MetaAge: Meta-Learning Personalized Age Estimators
  12 Jul 2022 1 repository listed
  Unlike most existing personalized methods that learn the parameters of a personalized estimator for each person in the training set, our method learns the mapping from identity information to age estimator parameters.
• Generating Long Videos of Dynamic Scenes
  7 Jun 2022 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  Existing video generation methods often fail to produce new content as a function of time while maintaining consistencies expected in real environments, such as plausible dynamics and object persistence.
• Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR)
  29 May 2022 1 repository listed Syntology ran 0 of 13 samples · 13 unverified
  Key science questions, such as galaxy distance and weather forecasting, often require knowing the full predictive distribution of a target variable y given complex inputs 𝐱.
• Evidence for Hypodescent in Visual Semantic AI
  22 May 2022 1 repository listed Syntology ran 0 of 1 samples · 1 unverified
  We examine the state-of-the-art multimodal "visual semantic" model CLIP ("Contrastive Language Image Pretraining") for the rule of hypodescent, or one-drop rule, whereby multiracial people are more likely to be assigned…
• 3D Face Morphing Attacks: Generation, Vulnerability and Detection
  10 Jan 2022 1 repository listed
  To this extent, we introduced a novel approach based on blending 3D face point clouds corresponding to contributory data subjects.
• I M Avatar: Implicit Morphable Head Avatars from Videos
  14 Dec 2021 1 repository listed Syntology ran 2 of 4 samples · 2 unverified
  Traditional 3D morphable face models (3DMMs) provide fine-grained control over expression but cannot easily capture geometric and appearance details.
• Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling
  7 Nov 2021 1 repository listed
  Current treatment planning of patients diagnosed with a brain tumor, such as glioma, could significantly benefit by accessing the spatial distribution of tumor cell concentration.
• EvadeDroid: A Practical Evasion Attack on Machine Learning for Black-box Android Malware Detection
  7 Oct 2021 1 repository listed
  The proposed manipulation technique is a query-efficient optimization algorithm that can find and inject optimal sequences of transformations into malware apps.
• Morph Call: Probing Morphosyntactic Content of Multilingual Transformers
  26 Apr 2021 1 repository listed
  The outstanding performance of transformer-based language models on a great variety of NLP and NLU tasks has stimulated interest in exploring their inner workings.
• LRGNet: Learnable Region Growing for Class-Agnostic Point Cloud Segmentation
  16 Mar 2021 1 repository listed
  3D point cloud segmentation is an important function that helps robots understand the layout of their surrounding environment and perform tasks such as grasping objects, avoiding obstacles, and finding landmarks.
• DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image set
  17 Sep 2020 1 repository listed
  We used a deep learning model to segment all tumor nuclei in the ROIs, and computed several geometric features for each segmented nucleus.

Syntology lines on 6 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.