Elias Stengel-Eskin

Affiliations

Johns Hopkins UniversityUNC Chapel HillUT Austin

papers

458

total citations

papers (15)

VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos

CVPR 2025arXiv

156

citations

Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning

CVPR 2023arXiv

105

citations

Retrieval-Augmented Generation with Conflicting Evidence

COLM 2025arXiv

citations

MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models

ICML 2024arXiv

citations

Zero and Few-shot Semantic Parsing with Ambiguous Inputs

ICLR 2024arXiv

citations

ReGAL: Refactoring Programs to Discover Generalizable Abstractions

ICML 2024arXiv

citations

CAPTURE: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting

ICCV 2025arXiv

citations

Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images

ICCV 2021arXiv

citations

Learning to Generate Unit Tests for Automated Debugging

COLM 2025arXiv

citations

Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models

ICLR 2024arXiv

citations

Language-guided Skill Learning with Temporal Variational Inference

ICML 2024arXiv

citations

DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback

ICLR 2025arXiv

citations

LASeR: Learning to Adaptively Select Reward Models with Multi-Arm Bandits

NEURIPS 2025arXiv

citations

GenerationPrograms: Fine-grained Attribution with Executable Programs

COLM 2025arXiv

citations

Task-Circuit Quantization: Leveraging Knowledge Localization and Interpretability for Compression

COLM 2025arXiv

citations