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

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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)

Layer-wise linear mode connectivity ICLR 2024 LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network CVPR 2024 LEAD: Exploring Logit Space Evolution for Model Selection CVPR 2024 LEAP: Optimization Hierarchical Federated Learning on Non-IID Data with Coalition Formation Game IJCAI 2024 Learnability Matters: Active Learning for Video Captioning NeurIPS 2024 Learn and Don't Forget: Adding a New Language to ASR Foundation Models Interspeech 2024 Learning-Augmented Algorithms with Explicit Predictors NeurIPS 2024 Learning Autonomous Driving Tasks via Human Feedbacks with Large Language Models EMNLP 2024 Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024 Learning by Erasing: Conditional Entropy Based Transferable Out-of-Distribution Detection AAAI 2024 Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition ICML 2024 Learning Conditional Invariances through Non-Commutativity ICLR 2024 Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification CVPR 2024 Learning Fine-Grained Controllability on Speech Generation via Efficient Fine-Tuning Interspeech 2024 Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL EMNLP 2024 Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features ICML 2024 Learning from Natural Language Explanations for Generalizable Entity Matching EMNLP 2024 Learning from Observer Gaze: Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition CVPR 2024 Learning from Offline Foundation Features with Tensor Augmentations NeurIPS 2024 Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NeurIPS 2024 Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024 Learning Grounded Action Abstractions from Language ICLR 2024 Learning Hierarchical Polynomials with Three-Layer Neural Networks ICLR 2024 Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models AAAI 2024 Learning Interactive Real-World Simulators ICLR 2024