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)

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103

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482

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1,124

1,566

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Papers (including subtopics)

Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization AACL 2025 Zero-Shot Detection of Out-of-Context Objects using Foundation Models WACV 2025 Zero-shot Federated Unlearning via Transforming from Data-Dependent to Personalized Model-Centric IJCAI 2025 Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels IJCNLP 2025 Zero-Shot Image Restoration Using Few-Step Guidance of Consistency Models (and Beyond) CVPR 2025 Zero-shot Imputation with Foundation Inference Models for Dynamical Systems ICLR 2025 Zero-shot Inexact CAD Model Alignment from a Single Image ICCV 2025 Zero-Shot Learning for Acoustic Event Classification Using an Attribute Vector and Conditional GAN Interspeech 2025 Zero-Shot Learning for Materials Science Texts: Leveraging Duck Typing Principles AAAI 2025 Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer ICML 2025 Zero-Shot Monocular Scene Flow Estimation in the Wild CVPR 2025 Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets ACL 2025 Zero-shot Sim-to-Real Transfer for Reinforcement Learning-based Visual Servoing of Soft Continuum Arms L4DC 2025 Zero-Shot Vision Encoder Grafting via LLM Surrogates ICCV 2025 ZIM: Zero-Shot Image Matting for Anything ICCV 2025 ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation AAAI 2025 Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection SemEval 2025 $\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials NeurIPS 2024 π2vec: Policy Representation with Successor Features ICLR 2024 pfl-research: simulation framework for accelerating research in Private Federated Learning NeurIPS 2024 0x.Yuan at SemEval-2024 Task 5: Enhancing Legal Argument Reasoning with Structured Prompts SemEval 2024 1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? EMNLP 2024 3DBench: A Scalable 3D Benchmark and Instruction-Tuning Dataset IJCAI 2024 3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations RSS 2024 3D Vision and Language Pretraining with Large-Scale Synthetic Data IJCAI 2024