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

'10

'15

'20

'25

Papers (including subtopics)

Boosting Quantitive and Spatial Awareness for Zero-Shot Object Counting CVPR 2026 Boosting Visual Reprogramming for CLIP with Dual Granularity Alignment CVPR 2026 Bootstrapping Embeddings for Low Resource Languages EACL 2026 BrainATCL: Adaptive Temporal Brain Connectivity Learning for Functional Link Prediction and Age Estimation MIDL 2026 brat: Aligned Multi-View Embeddings for Brain MRI Analysis WACV 2026 Breaking Cross-View Associations: Byzantine Model Poisoning Attack against Vertical Federated Learning AAAI 2026 Breaking Down Market Barriers: Distilled Prompt-Tuning Approach for Cross-Market Recommendation AAAI 2026 Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026 Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach AAAI 2026 BRIC: Bridging Kinematic Plans and Physical Control at Test Time AAAI 2026 Bridge: Basis-Driven Causal Inference Marries VFMs for Domain Generalization CVPR 2026 Bridging Domain Invariance and Diversity: A Fine-Grained Risk Bound for Domain Generalization JMLR 2026 Bridging Lifelong and Multi-Task Representation Learning: An Algorithm and a Complexity Measure ALT 2026 Bridging Modalities via Progressive Re-alignment for Multimodal Test-Time Adaptation AAAI 2026 Bridging Scale Discrepancies in Robotic Control via Language-Based Action Representations AAAI 2026 Bridging the Domain Gap in Small Multimodal Models: A Dual-level Alignment Perspective WACV 2026 Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs AAAI 2026 Bridging the Modality Gap in Compositional Zero-Shot Learning via Sparse Alignment and Unimodal Memory Bank CVPR 2026 Budgeted Online Active Learning with Expert Advice and Episodic Priors AAAI 2026 Building a Turkish Large Language Model via Continual Pre-Training and Parameter-Efficient Adaptation EACL 2026 Calibrating and Rotating: A Unified Framework for Weight Conditioning in PEFT AAAI 2026 Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams ACL 2026 Can Linguistically Related Languages Guide LLM Translation in Low-Resource Settings? EACL 2026 CASPER: Bridging Discrete and Continuous Prompt Optimization through Feedback-Guided Gradient Descent EACL 2026 CATAL: Causally Disentangled Task Representation Learning for Offline Meta-Reinforcement Learning AAAI 2026