Methods › General › Optimization › ADOPT

ADaptive gradient method with the OPTimal convergence rate

ADOPT

831 papers tagged archive 2025-07-28

Introduced by Shohei Taniguchi et al. in ADOPT: Modified Adam Can Converge with Any β₂ with the Optimal Rate

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

The archive carries only a placeholder description for this method.

Papers archive 2025-07-28

30 shown of 831, 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.

• RegCL: Continual Adaptation of Segment Anything Model via Model Merging
  16 Jul 2025 · 0 repositories · arXiv:2507.12297
• Efficient Discovery of Actual Causality with Uncertainty
  11 Jul 2025 · 0 repositories · arXiv:2507.09000
• Fairness Is Not Enough: Auditing Competence and Intersectional Bias in AI-powered Resume Screening
  11 Jul 2025 · 1 repository · arXiv:2507.11548
• RAPS-3D: Efficient interactive segmentation for 3D radiological imaging
  10 Jul 2025 · 0 repositories · arXiv:2507.07730
• Integrated Structural Prompt Learning for Vision-Language Models
  8 Jul 2025 · 0 repositories · arXiv:2507.05677
• Unconditional Diffusion for Generative Sequential Recommendation
  8 Jul 2025 · 0 repositories · arXiv:2507.06121
• Kalman Filter Aided Federated Koopman Learning
  7 Jul 2025 · 0 repositories · arXiv:2507.04808
• Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model
  7 Jul 2025 · 0 repositories · arXiv:2507.05513
• VOTE: Vision-Language-Action Optimization with Trajectory Ensemble Voting
  7 Jul 2025 · 1 repository · arXiv:2507.05116
  Syntology ran 0 of 5 samples · 5 unverified · 5 pointer-only (licence)
• Advanced Financial Reasoning at Scale: A Comprehensive Evaluation of Large Language Models on CFA Level III
  29 Jun 2025 · 0 repositories · arXiv:2507.02954
• Potential Customer Lifetime Value in Financial Institutions: The Usage Of Open Banking Data to Improve CLV Estimation
  28 Jun 2025 · 0 repositories · arXiv:2506.22711
• DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding
  26 Jun 2025 · 1 repository · arXiv:2506.21140
• Enhancing User Engagement in Socially-Driven Dialogue through Interactive LLM Alignments
  26 Jun 2025 · 0 repositories · arXiv:2506.21497
• KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model
  26 Jun 2025 · 1 repository · arXiv:2506.20923
• Point Cloud Environment-Based Channel Knowledge Map Construction
  26 Jun 2025 · 0 repositories · arXiv:2506.21112
• YOLO-FDA: Integrating Hierarchical Attention and Detail Enhancement for Surface Defect Detection
  26 Jun 2025 · 0 repositories · arXiv:2506.21135
• Define-ML: An Approach to Ideate Machine Learning-Enabled Systems
  25 Jun 2025 · 0 repositories · arXiv:2506.20621
• Fusing Radiomic Features with Deep Representations for Gestational Age Estimation in Fetal Ultrasound Images
  25 Jun 2025 · 0 repositories · arXiv:2506.20407
• Hear No Evil: Detecting Gradient Leakage by Malicious Servers in Federated Learning
  25 Jun 2025 · 0 repositories · arXiv:2506.20651
• Diffusion-based Task-oriented Semantic Communications with Model Inversion Attack
  24 Jun 2025 · 0 repositories · arXiv:2506.19886
• Finite-Horizon Strategy in Infinite-Horizon Linear-Quadratic Discrete-Time Dynamic Games
  24 Jun 2025 · 0 repositories · arXiv:2506.19565
• On the efficacy of old features for the detection of new bots
  24 Jun 2025 · 0 repositories · arXiv:2506.19635
• Open-Vocabulary Camouflaged Object Segmentation with Cascaded Vision Language Models
  24 Jun 2025 · 1 repository · arXiv:2506.19300
• A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement
  23 Jun 2025 · 0 repositories · arXiv:2506.18323
• DuetGen: Music Driven Two-Person Dance Generation via Hierarchical Masked Modeling
  23 Jun 2025 · 1 repository · arXiv:2506.18680
• Let Your Video Listen to Your Music!
  23 Jun 2025 · 0 repositories · arXiv:2506.18881
• TrajTok: Technical Report for 2025 Waymo Open Sim Agents Challenge
  23 Jun 2025 · 0 repositories · arXiv:2506.21618
• Non-Euclidean Enriched Contraction Theory for Monotone Operators and Monotone Dynamical Systems
  22 Jun 2025 · 0 repositories · arXiv:2506.17990
• Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown
  21 Jun 2025 · 0 repositories · arXiv:2506.17589
  Syntology ran 4 of 4 samples · 0 unverified · 4 pointer-only (licence)
• BIDA: A Bi-level Interaction Decision-making Algorithm for Autonomous Vehicles in Dynamic Traffic Scenarios
  19 Jun 2025 · 0 repositories · arXiv:2506.16546

Tasks archive 2025-07-28

20 shown of 546 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