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Foundation Models

278 papers

Papers per year

5
13
23
104
117
16

Papers

Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation NIPS 2024
Large Pre-trained time series models for cross-domain Time series analysis tasks NIPS 2024
Vript: A Video Is Worth Thousands of Words NIPS 2024
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data NIPS 2024
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models NIPS 2024
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities NIPS 2024
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA NIPS 2024
FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NIPS 2024
Poseidon: Efficient Foundation Models for PDEs NIPS 2024
Towards Global Optimal Visual In-Context Learning Prompt Selection NIPS 2024
DePLM: Denoising Protein Language Models for Property Optimization NIPS 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding NIPS 2024
Multi-modal Transfer Learning between Biological Foundation Models NIPS 2024
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation NIPS 2024
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NIPS 2024
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024
Segment Any Change NIPS 2024
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning NIPS 2024
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks NIPS 2024
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NIPS 2024
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NIPS 2024
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NIPS 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NIPS 2024
What matters when building vision-language models? NIPS 2024