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

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12

24

14

20

29

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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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'25

Papers (including subtopics)

dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis CVPR 2025 DGCPL: Dual Graph Distillation for Concept Prerequisite Relation Learning IJCAI 2025 Dialogue Is Not Enough to Make a Communicative BabyLM (But Neither Is Developmentally Inspired Reinforcement Learning) EMNLP 2025 Dialogue Language Model with Large-Scale Persona Data Engineering NAACL 2025 DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025 DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels AAAI 2025 DICE: Data Influence Cascade in Decentralized Learning ICLR 2025 DICP: Deep In-Context Prompt for Event Causality Identification EMNLP 2025 DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup ICCV 2025 DiEmo-TTS: Disentangled Emotion Representations via Self-Supervised Distillation for Cross-Speaker Emotion Transfer in Text-to-Speech Interspeech 2025 DiffCLIP: Few-shot Language-driven Multimodal Classifier AAAI 2025 Differential learning kinetics govern the transition from memorization to generalization during in-context learning ICLR 2025 Differentially Private Learning Needs Better Model Initialization and Self-Distillation NAACL 2025 Difficulty-aware Balancing Margin Loss for Long-tailed Recognition AAAI 2025 DiffSQL: Leveraging Diffusion Model for Zero-Shot Self-Supervised Monocular Depth Estimation IJCAI 2025 Diffusion-Based Active Learning for Distributed Client Manifolds AAAI 2025 Diffusion-Based Imaginative Coordination for Bimanual Manipulation ICCV 2025 Diffusion-based Neural Network Weights Generation ICLR 2025 Diffusion Instruction Tuning ICML 2025 Dimension Agnostic Neural Processes ICLR 2025 DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment CVPR 2025 DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation CVPR 2025 Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks EMNLP 2025 Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward NAACL 2025 DisC2o-HD: Distributed causal inference with covariates shift for analyzing real-world high-dimensional data JMLR 2025