Methods › General › Self-Supervised Learning › Jigsaw

Jigsaw

140 papers tagged archive 2025-07-28

Introduced by Mehdi Noroozi et al. in Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 140, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Learning Distributions over Permutations and Rankings with Factorized Representations
  30 May 2025 · 0 repositories · arXiv:2505.24664
• Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles
  29 May 2025 · 1 repository · arXiv:2505.23590
• ViC-Bench: Benchmarking Visual-Interleaved Chain-of-Thought Capability in MLLMs with Free-Style Intermediate State Representations
  20 May 2025 · 0 repositories · arXiv:2505.14404
• LLM-based Semantic Augmentation for Harmful Content Detection
  22 Apr 2025 · 0 repositories · arXiv:2504.15548
• ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps
  13 Apr 2025 · 0 repositories · arXiv:2504.09608
• Semantic and Contextual Modeling for Malicious Comment Detection with BERT-BiLSTM
  14 Mar 2025 · 0 repositories · arXiv:2503.11084
• A Generic Hybrid Framework for 2D Visual Reconstruction
  31 Jan 2025 · 0 repositories · arXiv:2501.19325
• HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation
  25 Dec 2024 · 1 repository · arXiv:2412.18738
• Enhancing Visual Reasoning with Autonomous Imagination in Multimodal Large Language Models
  27 Nov 2024 · 0 repositories · arXiv:2411.18142
• GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation
  22 Oct 2024 · 1 repository · arXiv:2410.16606
• Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models
  15 Oct 2024 · 1 repository · arXiv:2410.11459
• SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups
  3 Oct 2024 · 2 repositories · arXiv:2410.02942
  Syntology ran 44 of 47 samples · 3 unverified · 47 pointer-only (licence)
• Tiny-Toxic-Detector: A compact transformer-based model for toxic content detection
  29 Aug 2024 · 0 repositories · arXiv:2409.02114
• Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision
  1 Jul 2024 · 1 repository · arXiv:2407.01518
  Syntology ran 0 of 2 samples · 2 unverified · 2 pointer-only (licence)
• Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-Rank Decomposition
  28 Jun 2024 · 1 repository · arXiv:2406.19931
  Syntology ran 6 of 7 samples · 1 unverified · 7 pointer-only (licence)
• Enhancing Precision in Tactile Internet-Enabled Remote Robotic Surgery: Kalman Filter Approach
  6 Jun 2024 · 0 repositories · arXiv:2406.04503
• Physics-Guided Actor-Critic Reinforcement Learning for Swimming in Turbulence
  5 Jun 2024 · 0 repositories · arXiv:2406.10242
• Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers
  10 Apr 2024 · 1 repository · arXiv:2404.07292
  Syntology ran 0 of 2 samples · 2 unverified · 2 pointer-only (licence)
• Plug and Play with Prompts: A Prompt Tuning Approach for Controlling Text Generation
  8 Apr 2024 · 0 repositories · arXiv:2404.05143
• Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection
  18 Mar 2024 · 0 repositories · arXiv:2403.12172
• Self-Supervision in Time for Satellite Images(S3-TSS): A novel method of SSL technique in Satellite images
  7 Mar 2024 · 1 repository · arXiv:2403.04859
• Collaborative Learning with Artificial Intelligence Speakers (CLAIS): Pre-Service Elementary Science Teachers' Responses to the Prototype
  20 Dec 2023 · 0 repositories · arXiv:2401.05400
• Rethinking Model Inversion Attacks With Patch-Wise Reconstruction
  12 Dec 2023 · 0 repositories · arXiv:2312.07040
• Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation
  4 Dec 2023 · 1 repository · arXiv:2312.01648
  Syntology ran 7 of 13 samples · 6 unverified · 13 pointer-only (licence)
• Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models
  29 Nov 2023 · 0 repositories · arXiv:2311.17919
• Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models
  19 Nov 2023 · 1 repository · arXiv:2311.11202
  Syntology ran 13 of 17 samples · 4 unverified · 17 pointer-only (licence)
• The possibility of making \$138,000 from shredded banknote pieces using computer vision
  17 Nov 2023 · 0 repositories · arXiv:2401.06133
• SCL-VI: Self-supervised Context Learning for Visual Inspection of Industrial Defects
  11 Nov 2023 · 1 repository · arXiv:2311.06504
• Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering
  27 Oct 2023 · 0 repositories · arXiv:2310.17869
• Jigsaw: Supporting Designers to Prototype Multimodal Applications by Chaining AI Foundation Models
  12 Oct 2023 · 0 repositories · arXiv:2310.08574

Tasks archive 2025-07-28

20 shown of 160 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections