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Foundation Models

4845 directly classified papers

Papers per year

Papers

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
AutoPSV: Automated Process-Supervised Verifier NIPS 2024
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models NIPS 2024
Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs NIPS 2024
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM NIPS 2024
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents NIPS 2024
End-to-End Ontology Learning with Large Language Models NIPS 2024
Aligner: Efficient Alignment by Learning to Correct NIPS 2024
Multi-Head Mixture-of-Experts NIPS 2024
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy NIPS 2024
Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens NIPS 2024
UrbanDataLayer: A Unified Data Pipeline for Urban Science NIPS 2024
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks NIPS 2024
From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NIPS 2024
Revisiting Few-Shot Object Detection with Vision-Language Models NIPS 2024
Vision Foundation Model Enables Generalizable Object Pose Estimation NIPS 2024
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning NIPS 2024
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages NIPS 2024
Activating Self-Attention for Multi-Scene Absolute Pose Regression NIPS 2024
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective NIPS 2024
A General Protocol to Probe Large Vision Models for 3D Physical Understanding NIPS 2024
Symbolic Regression with a Learned Concept Library NIPS 2024
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NIPS 2024
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities NIPS 2024