Foundation Models

Scaling Laws for Fact Memorization of Large Language Models EMNLP 2024 Scaling Laws of RoPE-based Extrapolation ICLR 2024 Scaling Properties of Speech Language Models EMNLP 2024 Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers NeurIPS 2024 Scaling Robot Policy Learning via Zero-Shot Labeling with Foundation Models CoRL 2024 Scaling transformer neural networks for skillful and reliable medium-range weather forecasting NeurIPS 2024 Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild CVPR 2024 Scene Graph Generation with Role-Playing Large Language Models NeurIPS 2024 SceneTeller: Language-to-3D Scene Generation ECCV 2024 SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors CVPR 2024 SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024 SciCode: A Research Coding Benchmark Curated by Scientists NeurIPS 2024 SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024 SciMind: A Multimodal Mixture-of-Experts Model for Advancing Pharmaceutical Sciences ACL 2024 SciMRC: Multi-perspective Scientific Machine Reading Comprehension COLING 2024 SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning NAACL 2024 Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024 SEED-Bench: Benchmarking Multimodal Large Language Models CVPR 2024 Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance Interspeech 2024 Segment Any Change NeurIPS 2024 Segment Anything, From Space? WACV 2024 SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection NeurIPS 2024 Selene: Pioneering Automated Proof in Software Verification ACL 2024 Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement EMNLP 2024 SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures NeurIPS 2024