conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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'15

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Papers (including subtopics)

Batman: Benign Knowledge Alignment Through Malicious Null Space in Federated Backdoor Attack CVPR 2026 Bayesian Decomposition and Semantic Completion for Few-shot Semantic Segmentation CVPR 2026 Bayesian Network Structural Consensus via Greedy Min-Cut Analysis AAAI 2026 Beyond Discrepancy: A Closer Look at the Theory of Distribution Shift ALT 2026 Beyond End-to-End: Dynamic Chain Optimization for Private LLM Adaptation on the Edge ACL 2026 Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models ACL 2026 Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image Recognition CVPR 2026 Beyond Many-Shot Translation: Scaling In-Context Demonstrations For Low-Resource Machine Translation EACL 2026 Beyond Passive Viewing: A Pilot Study of a Hybrid Learning Platform Augmenting Video Lectures with Conversational AI. EACL 2026 Beyond Patches: Global-aware Autoregressive Model for Multimodal Few-Shot Font Generation CVPR 2026 Beyond Plain Demos: A Demo-Centric Anchoring Paradigm for In-Context Learning in Alzheimer’s Disease Detection AAAI 2026 Beyond Prompt Degradation: Prototype-guided Dual-pool Prompting for Incremental Object Detection CVPR 2026 Beyond Retraining: Training-Free Unknown Class Filtering for Source-Free Open Set Domain Adaptation of Vision–Language Models AAAI 2026 Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis ACL 2026 BiCA: Effective Biomedical Dense Retrieval with Citation-Aware Hard Negatives AAAI 2026 Bidirectional Multimodal Prompt Learning with Scale-Aware Training for Few-Shot Multi-Class Anomaly Detection CVPR 2026 Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach AAAI 2026 BioDPP: Dynamic Prompt Policy Learning for Biomedical Vision-Language Models AAAI 2026 BiPA: Bilevel Prompt Adaptation for Underwater Instance Segmentation CVPR 2026 BIQ: Bisection Interval Quantization for Communication-efficient Federated Learning AAAI 2026 Black-Box Domain Adaptation for Object Detection with Retention-Driven Knowledge Compression CVPR 2026 BLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation AAAI 2026 BlendCLIP: Bridging Synthetic and Real Domains for Zero-Shot 3D Object Classification with Multimodal Pretraining WACV 2026 BOFA: Bridge-Layer Orthogonal Low-Rank Fusion for CLIP-Based Class-Incremental Learning AAAI 2026 Boosting Adversarial Transferability via Ensemble Non-Attention AAAI 2026