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)

Exploring the Better Multimodal Synergy Strategy for Vision-Language Models AAAI 2025 Exploring the Design Space of Visual Context Representation in Video MLLMs ICLR 2025 Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts EMNLP 2025 Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning IJCAI 2025 Exploring Transliteration-Based Zero-Shot Transfer for Amharic ASR ACL 2025 Exploring Vacant Classes in Label-Skewed Federated Learning AAAI 2025 Exploring Vision Semantic Prompt for Efficient Point Cloud Understanding ICML 2025 Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation COLING 2025 Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models EMNLP 2025 EZ-VC: Easy Zero-shot Any-to-Any Voice Conversion EMNLP 2025 F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics CVPR 2025 Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025 Factors affecting the in-context learning abilities of LLMs for dialogue state tracking Interspeech 2025 Factors Affecting Translation Quality in In-context Learning for Multilingual Medical Domain EMNLP 2025 Fair Federated Survival Analysis AAAI 2025 Fair Incomplete Multi-View Clustering via Distribution Alignment IJCAI 2025 Fair Text Classification via Transferable Representations JMLR 2025 Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025 FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation AAAI 2025 FAST: A Lightweight Mechanism Unleashing Arbitrary Client Participation in Federated Learning IJCAI 2025 Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments ICML 2025 FastDraft: How to Train Your Draft ACL 2025 Faster Parameter-Efficient Tuning with Token Redundancy Reduction CVPR 2025 FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks AAAI 2025 FATE: Feature-Adapted Parameter Tuning for Vision-Language Models AAAI 2025