Methods › General › Active Learning › BASE
Balanced Selection
BASE
Introduced by Zeyad Ali Sami Emam et al. in Active Learning at the ImageNet Scale
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
30 shown of 5,784, 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.
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DVFL-Net: A Lightweight Distilled Video Focal Modulation Network for Spatio-Temporal Action Recognition 16 Jul 2025 · 1 repository · arXiv:2507.12426
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CharaConsist: Fine-Grained Consistent Character Generation 15 Jul 2025 · 1 repository · arXiv:2507.11533Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
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A Language-Driven Framework for Improving Personalized Recommendations: Merging LLMs with Traditional Algorithms 9 Jul 2025 · 0 repositories · arXiv:2507.07251
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Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts 9 Jul 2025 · 0 repositories · arXiv:2507.07140
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Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving 8 Jul 2025 · 1 repository · arXiv:2507.06229Syntology ran 1 of 1 samples · 0 unverified
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CultureCLIP: Empowering CLIP with Cultural Awareness through Synthetic Images and Contextualized Captions 8 Jul 2025 · 1 repository · arXiv:2507.06210Syntology ran 0 of 11 samples · 11 unverified · 11 pointer-only (licence)
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Integrated Structural Prompt Learning for Vision-Language Models 8 Jul 2025 · 0 repositories · arXiv:2507.05677
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NeoBabel: A Multilingual Open Tower for Visual Generation 8 Jul 2025 · 1 repository · arXiv:2507.06137
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The Delta Learning Hypothesis: Preference Tuning on Weak Data can Yield Strong Gains 8 Jul 2025 · 1 repository · arXiv:2507.06187
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4DSloMo: 4D Reconstruction for High Speed Scene with Asynchronous Capture 7 Jul 2025 · 0 repositories · arXiv:2507.05163
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Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training 7 Jul 2025 · 0 repositories · arXiv:2507.05386Syntology ran 3 of 10 samples · 7 unverified · 10 pointer-only (licence)
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CyberRAG: An agentic RAG cyber attack classification and reporting tool 3 Jul 2025 · 0 repositories · arXiv:2507.02424
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Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models 3 Jul 2025 · 0 repositories · arXiv:2507.02799
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AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile Manipulation 2 Jul 2025 · 0 repositories · arXiv:2507.01961
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LoRA Fine-Tuning Without GPUs: A CPU-Efficient Meta-Generation Framework for LLMs 2 Jul 2025 · 0 repositories · arXiv:2507.01806
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Do Thinking Tokens Help or Trap? Towards More Efficient Large Reasoning Model 30 Jun 2025 · 0 repositories · arXiv:2506.23840
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L0: Reinforcement Learning to Become General Agents 30 Jun 2025 · 1 repository · arXiv:2506.23667
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Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems 28 Jun 2025 · 0 repositories · arXiv:2506.22852
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GenEscape: Hierarchical Multi-Agent Generation of Escape Room Puzzles 27 Jun 2025 · 0 repositories · arXiv:2506.21839
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Layer Importance for Mathematical Reasoning is Forged in Pre-Training and Invariant after Post-Training 27 Jun 2025 · 0 repositories · arXiv:2506.22638
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Adaptive Multipath-Based SLAM for Distributed MIMO Systems 26 Jun 2025 · 0 repositories · arXiv:2506.21798
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DiMPLe -- Disentangled Multi-Modal Prompt Learning: Enhancing Out-Of-Distribution Alignment with Invariant and Spurious Feature Separation 26 Jun 2025 · 0 repositories · arXiv:2506.21237
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Integrating Movable Antennas and Intelligent Reflecting Surfaces for Coverage Enhancement 26 Jun 2025 · 0 repositories · arXiv:2506.21375
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PsyLite Technical Report 26 Jun 2025 · 1 repository · arXiv:2506.21536
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Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace Inference 26 Jun 2025 · 1 repository · arXiv:2506.21408
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AI Assistants to Enhance and Exploit the PETSc Knowledge Base 25 Jun 2025 · 0 repositories · arXiv:2506.20608
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Cooperative Sensing and Communication Beamforming Design for Low-Altitude Economy 25 Jun 2025 · 0 repositories · arXiv:2506.20244
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DemoDiffusion: One-Shot Human Imitation using pre-trained Diffusion Policy 25 Jun 2025 · 0 repositories · arXiv:2506.20668
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Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning 25 Jun 2025 · 0 repositories · arXiv:2506.20814
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HiWave: Training-Free High-Resolution Image Generation via Wavelet-Based Diffusion Sampling 25 Jun 2025 · 0 repositories · arXiv:2506.20452
Tasks archive 2025-07-28
20 shown of 1,264 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Language Modelling | 393 |
| Language Modeling | 323 |
| Question Answering | 249 |
| Retrieval | 240 |
| Large Language Model | 184 |
| Reinforcement Learning (RL) | 173 |
| ISAC | 153 |
| Object Detection | 148 |
| object-detection | 142 |
| RAG | 140 |
| Transfer Learning | 140 |
| Retrieval-augmented Generation | 138 |
| Integrated sensing and communication | 132 |
| reinforcement-learning | 132 |
| Semantic Segmentation | 126 |
| Diversity | 122 |
| Management | 111 |
| Decision Making | 110 |
| Classification | 104 |
| Deep Reinforcement Learning | 104 |
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