Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices
Fuente:
arXiv
Saved in:
| Main Authors: | Małkiński, Mikołaj, Mańdziuk, Jacek |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learning from Semantic Dictionaries: Discriminative Codebook Contrastive Learning for Unified Visual Representation and Generation
by: Estepa, Imanol G., et al.
Published: (2026)
by: Estepa, Imanol G., et al.
Published: (2026)
Intracoronary Optical Coherence Tomography Image Processing and Vessel Classification Using Machine Learning
by: Lahchim, Amal, et al.
Published: (2026)
by: Lahchim, Amal, et al.
Published: (2026)
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
by: Xie, Weiyi, et al.
Published: (2024)
by: Xie, Weiyi, et al.
Published: (2024)
Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning
by: Semenov, Andrei, et al.
Published: (2024)
by: Semenov, Andrei, et al.
Published: (2024)
Fusion and Grouping Strategies in Deep Learning for Local Climate Zone Classification of Multimodal Remote Sensing Data
by: Thomas, Ancymol, et al.
Published: (2026)
by: Thomas, Ancymol, et al.
Published: (2026)
All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
by: Estepa, Imanol G., et al.
Published: (2023)
by: Estepa, Imanol G., et al.
Published: (2023)
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis
by: Estepa, Imanol G., et al.
Published: (2025)
by: Estepa, Imanol G., et al.
Published: (2025)
SpATr: MoCap 3D Human Action Recognition based on Spiral Auto-encoder and Transformer Network
by: Bouzid, Hamza, et al.
Published: (2023)
by: Bouzid, Hamza, et al.
Published: (2023)
Deep Learning-Based Transfer Learning for Classification of Cassava Disease
by: Junior, Ademir G. Costa, et al.
Published: (2025)
by: Junior, Ademir G. Costa, et al.
Published: (2025)
FAME: Feature Activation Map Explanation on Image Classification and Face Recognition
by: Zhang, Xinyi, et al.
Published: (2026)
by: Zhang, Xinyi, et al.
Published: (2026)
CG-HOI: Contact-Guided 3D Human-Object Interaction Generation
by: Diller, Christian, et al.
Published: (2023)
by: Diller, Christian, et al.
Published: (2023)
Canonical Space Representation for 4D Panoptic Segmentation of Articulated Objects
by: Gomes, Manuel, et al.
Published: (2025)
by: Gomes, Manuel, et al.
Published: (2025)
Attention-Aware Transformer-Based Aggregation Network for Video Periocular Recognition
by: Carreira, Luiz G F, et al.
Published: (2026)
by: Carreira, Luiz G F, et al.
Published: (2026)
Perceptual Influence: Improving the Perceptual Loss Design for Low-Dose CT Enhancement
by: Viana, Gabriel A., et al.
Published: (2025)
by: Viana, Gabriel A., et al.
Published: (2025)
SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
by: Wang, Yin, et al.
Published: (2025)
by: Wang, Yin, et al.
Published: (2025)
Detecting AI-Generated Videos with Spiking Neural Networks
by: Jang, Minsuk, et al.
Published: (2026)
by: Jang, Minsuk, et al.
Published: (2026)
Capacity Constraint Analysis Using Object Detection for Smart Manufacturing
by: Ahmad, Hafiz Mughees, et al.
Published: (2024)
by: Ahmad, Hafiz Mughees, et al.
Published: (2024)
SH17: A Dataset for Human Safety and Personal Protective Equipment Detection in Manufacturing Industry
by: Ahmad, Hafiz Mughees, et al.
Published: (2024)
by: Ahmad, Hafiz Mughees, et al.
Published: (2024)
A Spatio-Temporal Deep Learning Approach For High-Resolution Gridded Monsoon Prediction
by: Borah, Parashjyoti, et al.
Published: (2026)
by: Borah, Parashjyoti, et al.
Published: (2026)
SpectralCA: Bi-Directional Cross-Attention for Next-Generation UAV Hyperspectral Vision
by: Brovko, D. V.
Published: (2025)
by: Brovko, D. V.
Published: (2025)
Multimodal Ensemble with Conditional Feature Fusion for Dysgraphia Diagnosis in Children from Handwriting Samples
by: Kunhoth, Jayakanth, et al.
Published: (2024)
by: Kunhoth, Jayakanth, et al.
Published: (2024)
Streaming Anchor Loss: Augmenting Supervision with Temporal Significance
by: Sarawgi, Utkarsh Oggy, et al.
Published: (2023)
by: Sarawgi, Utkarsh Oggy, et al.
Published: (2023)
Cytoarchitecture in Words: Weakly Supervised Vision-Language Modeling for Human Brain Microscopy
by: Sutton, Matthew, et al.
Published: (2026)
by: Sutton, Matthew, et al.
Published: (2026)
FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations
by: Diller, Christian, et al.
Published: (2022)
by: Diller, Christian, et al.
Published: (2022)
BenthiCat: An opti-acoustic dataset for advancing benthic classification and habitat mapping
by: Rajani, Hayat, et al.
Published: (2025)
by: Rajani, Hayat, et al.
Published: (2025)
Learning Association via Track-Detection Matching for Multi-Object Tracking
by: Adžemović, Momir
Published: (2025)
by: Adžemović, Momir
Published: (2025)
Enhancing Spatial Reasoning in Vision-Language Models via Chain-of-Thought Prompting and Reinforcement Learning
by: Ji, Binbin, et al.
Published: (2025)
by: Ji, Binbin, et al.
Published: (2025)
Hierarchical Multi-Scale Graph Learning with Knowledge-Guided Attention for Whole-Slide Image Survival Analysis
by: Xu, Bin, et al.
Published: (2026)
by: Xu, Bin, et al.
Published: (2026)
Kolmogorov-Arnold Attention: Is Learnable Attention Better For Vision Transformers?
by: Maity, Subhajit, et al.
Published: (2025)
by: Maity, Subhajit, et al.
Published: (2025)
LiftAvatar: Kinematic-Space Completion for Expression-Controlled 3D Gaussian Avatar Animation
by: Wei, Hualiang, et al.
Published: (2026)
by: Wei, Hualiang, et al.
Published: (2026)
See What You Need: Query-Aware Visual Intelligence through Reasoning-Perception Loops
by: Dong, Zixuan, et al.
Published: (2025)
by: Dong, Zixuan, et al.
Published: (2025)
Adaptive thresholding pattern for fingerprint forgery detection
by: Farzadpour, Zahra, et al.
Published: (2025)
by: Farzadpour, Zahra, et al.
Published: (2025)
Deep Spectral Meshes: Multi-Frequency Facial Mesh Processing with Graph Neural Networks
by: Kosk, Robert, et al.
Published: (2024)
by: Kosk, Robert, et al.
Published: (2024)
ZO-DARTS++: An Efficient and Size-Variable Zeroth-Order Neural Architecture Search Algorithm
by: Xie, Lunchen, et al.
Published: (2025)
by: Xie, Lunchen, et al.
Published: (2025)
Interactive 3D Segmentation for Primary Gross Tumor Volume in Oropharyngeal Cancer
by: Saukkoriipi, Mikko, et al.
Published: (2024)
by: Saukkoriipi, Mikko, et al.
Published: (2024)
Interpreting Structured Perturbations in Image Protection Methods for Diffusion Models
by: Martin, Michael R., et al.
Published: (2025)
by: Martin, Michael R., et al.
Published: (2025)
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey
by: Rajapaksha, Uchitha, et al.
Published: (2024)
by: Rajapaksha, Uchitha, et al.
Published: (2024)
A Novel Schur-Decomposition-Based Weight Projection Method for Stable State-Space Neural-Network Architectures
by: Vanegas, Sergio, et al.
Published: (2026)
by: Vanegas, Sergio, et al.
Published: (2026)
WACA-UNet: Weakness-Aware Channel Attention for Static IR Drop Prediction in Integrated Circuit Design
by: Seo, Youngmin, et al.
Published: (2025)
by: Seo, Youngmin, et al.
Published: (2025)
In-situ Autoguidance: Eliciting Self-Correction in Diffusion Models
by: Gu, Enhao, et al.
Published: (2025)
by: Gu, Enhao, et al.
Published: (2025)
Similar Items
-
Learning from Semantic Dictionaries: Discriminative Codebook Contrastive Learning for Unified Visual Representation and Generation
by: Estepa, Imanol G., et al.
Published: (2026) -
Intracoronary Optical Coherence Tomography Image Processing and Vessel Classification Using Machine Learning
by: Lahchim, Amal, et al.
Published: (2026) -
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
by: Xie, Weiyi, et al.
Published: (2024) -
Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning
by: Semenov, Andrei, et al.
Published: (2024) -
Fusion and Grouping Strategies in Deep Learning for Local Climate Zone Classification of Multimodal Remote Sensing Data
by: Thomas, Ancymol, et al.
Published: (2026)