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

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66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents EMNLP 2023 Is Conditional Generative Modeling all you need for Decision Making? ICLR 2023 Is Forgetting Less a Good Inductive Bias for Forward Transfer? ICLR 2023 Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time Shift in Federated Learning NeurIPS 2023 Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training ICCV 2023 Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023 Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation ICCV 2023 Isotropic Gaussian Processes on Finite Spaces of Graphs AISTATS 2023 Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization ICLR 2023 Is RLHF More Difficult than Standard RL? A Theoretical Perspective NeurIPS 2023 IS SYNTHETIC DATA FROM GENERATIVE MODELS READY FOR IMAGE RECOGNITION? ICLR 2023 IST-Net: Prior-Free Category-Level Pose Estimation with Implicit Space Transformation ICCV 2023 Iterative Patch Selection for High-Resolution Image Recognition ICLR 2023 Jack-flood at SemEval-2023 Task 5:Hierarchical Encoding and Reciprocal Rank Fusion-Based System for Spoiler Classification and Generation SemEval 2023 Jack-Ryder at SemEval-2023 Task 5: Zero-Shot Clickbait Spoiling by Rephrasing Titles as Questions SemEval 2023 Jana: Jointly amortized neural approximation of complex Bayesian models UAI 2023 JASMINE: Arabic GPT Models for Few-Shot Learning EMNLP 2023 jelenasteam at SemEval-2023 Task 9: Quantification of Intimacy in Multilingual Tweets using Machine Learning Algorithms: A Comparative Study on the MINT Dataset SemEval 2023 Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition NeurIPS 2023 Joint Data-Task Generation for Auxiliary Learning NeurIPS 2023 Joint Geometrical and Statistical Domain Adaptation for Cross-domain Code Vulnerability Detection EMNLP 2023 Joint Instance Reconstruction and Feature Subspace Alignment for Cross-Domain Speech Emotion Recognition Interspeech 2023 Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data ACL 2023 JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification SemEval 2023 Jump-Start Reinforcement Learning ICML 2023