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

4

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

'10

'15

'20

'25

Papers (including subtopics)

Multi-objective antibody design with constrained preference optimization ICLR 2025 Multiplicative Logit Adjustment Approximates Neural-Collapse-Aware Decision Boundary Adjustment ICLR 2025 Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025 Multi-Scale Graph Learning for Anti-Sparse Downscaling AAAI 2025 Multi-session, multi-task neural decoding from distinct cell-types and brain regions ICLR 2025 MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay AAAI 2025 Multi-subject Open-set Personalization in Video Generation CVPR 2025 Multi-Surrogate-Teacher Assistance for Representation Alignment in Fingerprint-Based Indoor Localization WACV 2025 Multi-Task Learning approach to identify sentences with impact and affected location in a disaster news report ACL 2025 Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025 MUNBa: Machine Unlearning via Nash Bargaining ICCV 2025 Musafir at BLP_2025 Task 2: Generating Python Code from Bangla Prompts using a Multi Model Cascade and Unit Test Validation AACL 2025 MuTri: Multi-view Tri-alignment for OCT to OCTA 3D Image Translation CVPR 2025 Mutual Learning for SAM Adaptation: A Dual Collaborative Network Framework for Source-Free Domain Transfer ICML 2025 MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context AAAI 2025 MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025 My3DGen: A Scalable Personalized 3D Generative Model WACV 2025 MyMy at SemEval-2025 Task 9: A Robust Knowledge-Augmented Data Approach for Reliable Food Hazard Detection SemEval 2025 MythTriage: Scalable Detection of Opioid Use Disorder Myths on a Video-Sharing Platform EMNLP 2025 Narrlangen at SemEval-2025 Task 10: Comparing (mostly) simple multilingual approaches to narrative classification SemEval 2025 Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models WACV 2025 Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models NAACL 2025 Navigating the Unseen: Zero-shot Scene Graph Generation via Capsule-Based Equivariant Features CVPR 2025 Near-optimal Active Regression of Single-Index Models ICLR 2025 NeRF Is a Valuable Assistant for 3D Gaussian Splatting ICCV 2025