Foundation Models

Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models EMNLP 2024 Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement EMNLP 2024 Unveiling the Magic: Investigating Attention Distillation in Retrieval-Augmented Generation NAACL 2024 UoG Siephers at “Discharge Me!”: Exploring Ways to Generate Synthetic Patient Notes From Multi-Part Electronic Health Records ACL 2024 UP5: Unbiased Foundation Model for Fairness-aware Recommendation EACL 2024 Updating Large Language Models’ Memories with Time Constraints EMNLP 2024 UrbanDataLayer: A Unified Data Pipeline for Urban Science NeurIPS 2024 URG: A Unified Ranking and Generation Method for Ensembling Language Models ACL 2024 Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model CVPR 2024 USM RNN-T model weights binarization Interspeech 2024 UV-SAM: Adapting Segment Anything Model for Urban Village Identification AAAI 2024 V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models AAAI 2024 ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models ACL 2024 Velociraptor: Leveraging Visual Foundation Models for Label-Free, Risk-Aware Off-Road Navigation CoRL 2024 Verba volant, scripta volant? Don’t worry! There are computational solutions for protoword reconstruction EMNLP 2024 Verified Code Transpilation with LLMs NeurIPS 2024 ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models ACL 2024 VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs EMNLP 2024 VideoLLM-online: Online Video Large Language Model for Streaming Video CVPR 2024 VideoPrism: A Foundational Visual Encoder for Video Understanding ICML 2024 VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation EMNLP 2024 VILA: On Pre-training for Visual Language Models CVPR 2024 Vision Foundation Model Enables Generalizable Object Pose Estimation NeurIPS 2024 Vision-Language Foundation Models as Effective Robot Imitators ICLR 2024 VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks NeurIPS 2024