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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Papers (including subtopics)

FedMef: Towards Memory-efficient Federated Dynamic Pruning CVPR 2024 FedMut: Generalized Federated Learning via Stochastic Mutation AAAI 2024 FedPFT: Federated Proxy Fine-Tuning of Foundation Models IJCAI 2024 Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity AAAI 2024 FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering ICML 2024 FedST: Federated Style Transfer Learning for Non-IID Image Segmentation AAAI 2024 FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning IJCAI 2024 FedTrans: Client-Transparent Utility Estimation for Robust Federated Learning ICLR 2024 FedTSA: A Cluster-based Two-Stage Aggregation Method for Model-heterogeneous Federated Learning ECCV 2024 FedWon: Triumphing Multi-domain Federated Learning Without Normalization ICLR 2024 Feed-Forward Latent Domain Adaptation WACV 2024 Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity NeurIPS 2024 Fetch and Forge: Efficient Dataset Condensation for Object Detection NeurIPS 2024 Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings ICML 2024 Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering EACL 2024 Few-shot Hybrid Domain Adaptation of Image Generator ICLR 2024 FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods ICLR 2024 FG-Net: Facial Action Unit Detection With Generalizable Pyramidal Features WACV 2024 Fighting crime with Transformers: Empirical analysis of address parsing methods in payment data NAACL 2024 Fill In The Gaps: Model Calibration and Generalization with Synthetic Data EMNLP 2024 FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ACL 2024 FinBen: A Holistic Financial Benchmark for Large Language Models NeurIPS 2024 FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model EACL 2024 Finding Adversarial Inputs for Heuristics using Multi-level Optimization NSDI 2024 Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning CVPR 2024