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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Papers (including subtopics)

3D-Object Perception Transformer (3PT) CVPR 2026 3D sans 3D Scans: Scalable Pre-training from Video-Generated Point Clouds CVPR 2026 Aatman at SemEval-2026 Task 9: Transfer Learning for Multilingual Polarization Detection SemEval 2026 A Closer Look at Cross-Domain Few-Shot Object Detection: Fine-Tuning Matters and Parallel Decoder Helps CVPR 2026 Active Constraint Learning in High Dimensions from Demonstrations L4DC 2026 AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse ACL 2026 ADAPT: Adaptive Decentralized Architecture with Perception-Aligned Training for Structural Generalization in Multi-Agent RL AAAI 2026 Adapt Before Continual Learning AAAI 2026 Adapting Hybrid Parallel-Head Large Language Models for Southeast Asia AAAI 2026 Adapting In-context Generation for Enhanced Composed Image Retrieval CVPR 2026 Adapting Point Cloud Analysis via Multimodal Bayesian Distribution Learning CVPR 2026 Adaptive Constraint Propagation: Scaling Structured Inference for Large Language Models via Meta-Reinforcement Learning ACL 2026 Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition CVPR 2026 Adaptive Text2GQL: Integrating Structural Twig Linking and Evolutionary In-Context Learning ACL 2026 Addressing Exacerbated Attention Sink for Source-Free Cross-Domain Few-Shot Learning CVPR 2026 AEFGL: Reverse Auction and Value Evaluation-Based Federated Graph Learning Incentive Mechanism (Student Abstract) AAAI 2026 AEGIS: Toward Expert-in-the-loop Industrial Anomaly Detection AAAI 2026 AerialFusion: Co-Motion-Driven Unified Registration and Fusion on Multi-modal Data Streams from Aerial View AAAI 2026 A Faster Path to Continual Learning CVPR 2026 AFL-PRF: Adaptive Federated Learning for Low-Quality Data: Enhancing Performance, Robustness, and Fairness WACV 2026 AfriMTEB and AfriE5: Benchmarking and Adapting Text Embedding Models for African Languages EACL 2026 AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation WACV 2026 AIC CTU@AVerImaTeC: dual-retriever RAG for image-text fact checking EACL 2026 AI Unplugged: Embodied Interactions for AI Literacy in Higher Education AAAI 2026 AjamiMorph: Zero-Annotation Morphological Discovery for Hausa Ajami via Multi-Method Consensus EACL 2026