Foundation Models

Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources NeurIPS 2024 Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models COLING 2024 Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method NeurIPS 2024 Federated Prompt Learning for Weather Foundation Models on Devices IJCAI 2024 FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models EMNLP 2024 FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection NeurIPS 2024 FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ACL 2024 Fine-Grained Detection of Solidarity for Women and Migrants in 155 Years of German Parliamentary Debates EMNLP 2024 FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models NeurIPS 2024 Fine-Tuned Language Models Generate Stable Inorganic Materials as Text ICLR 2024 Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward AAAI 2024 Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow EMNLP 2024 Finetuning LLMs for Automatic Concept to TTI Prompt Generation (Student Abstract) AAAI 2024 Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem ICML 2024 First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning EMNLP 2024 FLAIR: Feeding via Long-Horizon AcquIsition of Realistic dishes RSS 2024 FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs NAACL 2024 Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM NeurIPS 2024 FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on IJCAI 2024 Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NeurIPS 2024 Flextron: Many-in-One Flexible Large Language Model ICML 2024 Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks CVPR 2024 FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NeurIPS 2024 fMRI predictors based on language models of increasing complexity recover brain left lateralization NeurIPS 2024 Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024