conftrace_

Application Areas

34,437 papers (4 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Domain Adaptation (9,897) Efficient Computing (8,226) Data Augmentation (3,648) Fairness (3,574) Knowledge Distillation (3,219) Privacy (3,022) Domain Generalization (1,972) Model Compression (1,736) Risk Management (1,119) Model Merging (592) Recommender Systems (343) Information Retrieval (249) Text Classification (144) Text Processing (2)

Papers per year

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5

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4

19

24

28

26

35

42

55

142

116

147

330

517

1,020

1,828

2,498

3,411

3,854

5,063

6,422

7,176

1,666

2000

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Papers (including subtopics)

A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks ICML 2025 Aequa: Fair Model Rewards in Collaborative Learning via Slimmable Networks ICML 2025 AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis CVPR 2025 AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation CVPR 2025 AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment EMNLP 2025 A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025 A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities EMNLP 2025 A Federated Framework for LLM-based Recommendation NAACL 2025 A Framework for Double-Blind Federated Adaptation of Foundation Models ICCV 2025 Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025 AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages NAACL 2025 AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text EMNLP 2025 A General Framework to Enhance Fine-tuning-based LLM Unlearning ACL 2025 A General Representation-Based Approach to Multi-Source Domain Adaptation ICML 2025 A Generic Framework for Conformal Fairness ICLR 2025 A Generic Vehicle-to-Sensor Calibration Framework WACV 2025 Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems AAAI 2025 Agent-as-Judge for Factual Summarization of Long Narratives EMNLP 2025 AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025 Agentic-R1: Distilled Dual-Strategy Reasoning EMNLP 2025 Agent Skill Acquisition for Large Language Models via CycleQD ICLR 2025 AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant ACL 2025 A Geometric Framework for Understanding Memorization in Generative Models ICLR 2025 Aggregation Mechanism Based Graph Heterogeneous Networks Distillation IJCAI 2025 AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification AAAI 2025