50 papers found
Artificial Intelligence in Scientific Research: Transforming Data Analysis and Discovery
International Journal of Innovative Computer Science and IT Research20251 citations
Forgotten Polygons: Multimodal Large Language Models are Shape-Blind
arXiv (Cornell University)20252 citations
Layer by Layer: Uncovering Hidden Representations in Language Models
arXiv (Cornell University)20252 citations
Intuitive physics understanding emerges from self-supervised pretraining on natural videos
arXiv (Cornell University)20251 citations
Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models
arXiv (Cornell University)20251 citations
EgoPet: Egomotion and Interaction Data from an Animal’s Perspective
Lecture notes in computer science20241 citations
Just How Flexible are Neural Networks in Practice?
arXiv (Cornell University)20241 citations
Introduction to latent variable energy-based models: a path toward autonomous machine intelligence
Journal of Statistical Mechanics Theory and Experiment202412 citations
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
arXiv (Cornell University)202412 citations
Revisiting Feature Prediction for Learning Visual Representations from Video
arXiv (Cornell University)202410 citations
Does Representation Matter? Exploring Intermediate Layers in Large Language Models
arXiv (Cornell University)20243 citations
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
arXiv (Cornell University)202422 citations
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
arXiv (Cornell University)202415 citations
Editorial: Learning With Fewer Labels in Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence20242 citations
Learning and Leveraging World Models in Visual Representation Learning
arXiv (Cornell University)20247 citations
The Entropy Enigma: Success and Failure of Entropy Minimization
arXiv (Cornell University)20241 citations
Hierarchical World Models as Visual Whole-Body Humanoid Controllers
arXiv (Cornell University)20241 citations
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
arXiv (Cornell University)20248 citations
Towards a Framework for Openness in Foundation Models: Proceedings from the Columbia Convening on Openness in Artificial Intelligence
arXiv (Cornell University)20245 citations
Multi-modal AI for comprehensive breast cancer prognostication
arXiv (Cornell University)20244 citations
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
arXiv (Cornell University)20244 citations
MetaMorph: Multimodal Understanding and Generation via Instruction Tuning
arXiv (Cornell University)20241 citations
Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning
arXiv (Cornell University)20243 citations
Learning by Reconstruction Produces Uninformative Features For Perception
arXiv (Cornell University)20243 citations
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
arXiv (Cornell University)20246 citations
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features
arXiv (Cornell University)20235 citations
GAIA: a benchmark for General AI Assistants
arXiv (Cornell University)20238 citations
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations
arXiv (Cornell University)20232 citations
Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need
arXiv (Cornell University)20232 citations
An Information-Theoretic Perspective on Variance-Invariance-Covariance Regularization
arXiv (Cornell University)20232 citations
EMP-SSL: Towards Self-Supervised Learning in One Training Epoch
arXiv (Cornell University)202311 citations
To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A Review
arXiv (Cornell University)20237 citations
Language, common sense, and the Winograd schema challenge
Artificial Intelligence202323 citations
Catalyzing next-generation Artificial Intelligence through NeuroAI
Nature Communications2023259 citations
Reverse Engineering Self-Supervised Learning
arXiv (Cornell University)202311 citations
Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence
arXiv (Cornell University)20236 citations