University of Illinois at Urbana-Champaign

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Recent Activity

zxhuang1698 submitted a paper 13 days ago

How Much 3D Do Video Foundation Models Encode?

hkchengrex authored a paper 13 days ago

SAM 3: Segment Anything with Concepts

SivanSX authored a paper about 1 month ago

MedSAM3: Delving into Segment Anything with Medical Concepts

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Papers

How Much 3D Do Video Foundation Models Encode?

Fire360: A Benchmark for Robust Perception and Episodic Memory in Degraded 360-Degree Firefighting Videos

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zxhuang1698

submitted a paper to Daily Papers 13 days ago

How Much 3D Do Video Foundation Models Encode?

Paper • 2512.19949 • Published 16 days ago • 9

alexiglad

authored a paper 30 days ago

Embodied Referring Expression Comprehension in Human-Robot Interaction

Paper • 2512.06558 • Published Dec 6, 2025 • 3

SivanSX

authored a paper about 1 month ago

MedSAM3: Delving into Segment Anything with Medical Concepts

Paper • 2511.19046 • Published Nov 24, 2025 • 49

zl111

authored a paper about 2 months ago

Boosting Medical Visual Understanding From Multi-Granular Language Learning

Paper • 2511.15943 • Published Nov 20, 2025 • 1

zsqzz

authored a paper 2 months ago

Multi-Agent Evolve: LLM Self-Improve through Co-evolution

Paper • 2510.23595 • Published Oct 27, 2025 • 11

shubhangb

authored a paper 3 months ago

LUQ: Layerwise Ultra-Low Bit Quantization for Multimodal Large Language Models

Paper • 2509.23729 • Published Sep 28, 2025

zsqzz

authored a paper 3 months ago

GTAlign: Game-Theoretic Alignment of LLM Assistants for Mutual Welfare

Paper • 2510.08872 • Published Oct 10, 2025 • 3

SivanSX

authored a paper 4 months ago

Context Engineering for Trustworthiness: Rescorla Wagner Steering Under Mixed and Inappropriate Contexts

Paper • 2509.04500 • Published Sep 2, 2025 • 4

jnaiman

authored 2 papers 4 months ago

AstroLLaMA: Towards Specialized Foundation Models in Astronomy

Paper • 2309.06126 • Published Sep 12, 2023 • 17

Beyond the Lens: Quantifying the Impact of Scientific Documentaries through Amazon Reviews

Paper • 2502.08705 • Published Feb 12, 2025

zl111

authored a paper 5 months ago

VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge

Paper • 2408.02865 • Published Aug 5, 2024 • 2

Resurgammm

authored 2 papers 5 months ago

See and Think: Embodied Agent in Virtual Environment

Paper • 2311.15209 • Published Nov 26, 2023 • 3

Adaptive Graph Pruning for Multi-Agent Communication

Paper • 2506.02951 • Published Jun 3, 2025 • 2

LXZ83419

authored a paper 5 months ago

HalluSegBench: Counterfactual Visual Reasoning for Segmentation Hallucination Evaluation

Paper • 2506.21546 • Published Jun 26, 2025 • 2

alexiglad

authored a paper 6 months ago

Energy-Based Transformers are Scalable Learners and Thinkers

Paper • 2507.02092 • Published Jul 2, 2025 • 69

SivanSX

authored a paper 6 months ago

Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs

Paper • 2506.21656 • Published Jun 26, 2025 • 16

SivanSX

authored 2 papers 7 months ago

Towards Adversarially Robust Dataset Distillation by Curvature Regularization

Paper • 2403.10045 • Published Mar 15, 2024 • 1

Practical Region-level Attack against Segment Anything Models

Paper • 2404.08255 • Published Apr 12, 2024

pkargupta

authored 2 papers 7 months ago

Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims

Paper • 2506.10728 • Published Jun 12, 2025 • 3

TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora

Paper • 2506.10737 • Published Jun 12, 2025 • 2