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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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

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Papers (including subtopics)

Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees ICLR 2025 Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025 Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025 DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning ICCV 2025 Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning AAAI 2025 DeFT-X: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer EMNLP 2025 DELAB-IIITM WMT25: Enhancing Low-Resource Machine Translation for Manipuri and Assamese EMNLP 2025 Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens ICCV 2025 Demonstrating LEAP Hand v2: Low-Cost, Easy-to-Assemble, High-Performance Hand for Robot Learning RSS 2025 Demonstrating MuJoCo Playground RSS 2025 Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025 Denoise-then-Retrieve: Text-Conditioned Video Denoising for Video Moment Retrieval IJCAI 2025 DenoiseVAE: Learning Molecule-Adaptive Noise Distributions for Denoising-based 3D Molecular Pre-training ICLR 2025 DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025 Dense Video Object Captioning from Disjoint Supervision ICLR 2025 DEPT: Decoupled Embeddings for Pre-training Language Models ICLR 2025 Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval ICCV 2025 Designing and Contextualising Probes for African Languages ACL 2025 Design Principle Transfer in Neural Architecture Search via Large Language Models AAAI 2025 Detecting Backdoor Attacks in Federated Learning via Direction Alignment Inspection CVPR 2025 Detecting Continuously Evolving Scam Calls under Limited Annotation: A LLM-Augmented Expert Rule Framework EMNLP 2025 Detecting Sockpuppetry on Wikipedia Using Meta-Learning ACL 2025 Detecting Wildfires on UAVs with Real-Time Segmentation Trained by Larger Teacher Models WACV 2025 DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning COLING 2025 Developing and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Models EMNLP 2025