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Artificial Intelligence › Core AI ›

Foundation Models

4,845 papers

Papers per year

Papers

Panacea: Pareto Alignment via Preference Adaptation for LLMs NIPS 2024

Pricing and Competition for Generative AI NIPS 2024

Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NIPS 2024

PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs NIPS 2024

Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding NIPS 2024

Many-Shot In-Context Learning NIPS 2024

Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NIPS 2024

AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment NIPS 2024

Multi-modal Transfer Learning between Biological Foundation Models NIPS 2024

Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging NIPS 2024

MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making NIPS 2024

Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles NIPS 2024

MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NIPS 2024

Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration NIPS 2024

AutoPSV: Automated Process-Supervised Verifier NIPS 2024

Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NIPS 2024

Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models NIPS 2024

Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024

FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images NIPS 2024

Segment Any Change NIPS 2024

Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024

Multimodal Large Language Models Make Text-to-Image Generative Models Align Better NIPS 2024

Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs NIPS 2024

Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NIPS 2024

SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM NIPS 2024